Professor Xue Li

Featured projects	Duration
AI-monitored ICU illness severity prediction

Liu, Zheng, Li, Xue and Dong, Zhaoyang (2012). Improvements on data security algorithms for streaming multimedia – enhancing video encryption and watermarking robustness and performance. Saabrucken, Germany: LAP Lambert Academic Publishing.

Tang, Yanran, Qiu, Ruihong, Liu, Yilun, Li, Xue and Huang, Zi (2024). CaseGNN: Graph Neural Networks for Legal Case Retrieval with Text-Attributed Graphs. Lecture Notes in Computer Science. (pp. 80-95) Cham: Springer Nature Switzerland. doi: 10.1007/978-3-031-56060-6_6

Maskari, Sanad Al and Li, Xue (2018). E-nose pattern recognition and drift compensation methods. Electronic nose technologies and advances in machine olfaction. (pp. 38-57) edited by Yousif Albastaki and Fatema Albalooshi. Hershey, PA, United States: IGI Global. doi: 10.4018/978-1-5225-3862-2.ch003

Yao, Lina, Sheng, Quan Z., Ngu, Anne H.H., Li, Xue, Benatallah, Boualem and Wang, Xianzhi (2017). Building Entity Graphs for the Web of Things Management. Managing the Web of Things: Linking the Real World to the Web. (pp. 275-303) Cambridge, MA, United States: Elsevier . doi: 10.1016/B978-0-12-809764-9.00013-5

Nahar, Vinita, Li, Xue and Pang, Chaoyi (2014). Cyberbullying prevalence - medium, motive and reaction. Handbook on bullying: Prevalence, psychological impacts and intervention strategies. (pp. 259-269) Hauppauge, NY United States: Nova Science Publishers.

Nahar, Vinita, Li, Xue and Pang, Chaoyi (2014). Cyberbullying validation. Handbook on bullying: prevalence, psychological impacts and intervention strategies. (pp. 233-257) edited by Phoebe Triggs. New York, NY, United States: Nova Science Publishers.

Mo, John P. T. and Li, Xue (2010). Event management of RFID data streams: Fast moving consumer goods supply chains. Unique radio innovation for the 21st Century: Building scalable and global RFID networks. (pp. 89-109) edited by Damith C. Ranasinghe, Quan Z. Sheng and Sherali Zeadally. Berlin, Heidelberg: Springer-Verlag. doi: 10.1007/978-3-642-03462-6

Ding-Yi Chen, Xue Li, Zhao Yang Dong and Xia Chen (2009). Incremental learning for interactive e-mail filtering. Agent technologies and web engineering: Applications and systems. (pp. 134-152) edited by David Rine and Ghazi Alkhatib. Hershey, PA, U.S.A.: IGI Global. doi: 10.4018/978-1-60566-618-1.ch008

Li, Xue (2009). Database clustering methods. Encyclopedia of Database Systems. (pp. 699-700) United States: Springer. doi: 10.1007/978-0-387-39940-9_550

Li, Xue (2009). K-Means and K-Medoids. Encyclopedia of Database Systems. (pp. 1588-1589) edited by Ling Liu and M. Tamer Özsu. United States: Springer. doi: 10.1007/978-0-387-39940-9_545

Li, X. (2003). Intelligent Business Portals. Architectural Issues of Web-Enabled Electronic Business. (pp. 40-51) edited by N. Shi and V. Murthy. London: Idea Group Publishing.

Li, Rongzhen, Zhong, Jiang, Xue, Zhongxuan, Dai, Qizhu and Li, Xue (2024). Self-supervised commonsense knowledge learning for document-level relation extraction. Expert Systems with Applications, 250 123921. doi: 10.1016/j.eswa.2024.123921

Hu, Mingwei, Tan, Qiyang, Knibbe, Ruth, Xu, Miao, Liang, Guofang, Zhou, Jianxin, Xu, Jun, Jiang, Bin, Li, Xue, Ramajayam, Mahendra, Dorin, Thomas and Zhang, Ming-Xing (2024). Designing unique and high-performance Al alloys via machine learning: mitigating data bias through active learning. Computational Materials Science, 244 113204, 113204. doi: 10.1016/j.commatsci.2024.113204

Yin, Hong, Zhong, Jiang, Li, Rongzhen and Li, Xue (2024). Disentangled relational graph neural network with contrastive learning for knowledge graph completion. Knowledge-Based Systems, 295 111828. doi: 10.1016/j.knosys.2024.111828

Ren, Haoyu, Anicic, Darko, Li, Xue and Runkler, Thomas (2024). On-device online learning and semantic management of TinyML systems. ACM Transactions on Embedded Computing Systems, 23 (4) 55, 1-32. doi: 10.1145/3665278

Wei, Liu, Ye, Mao, Ji, Luping, Gan, Yan, Li, Shuai and Li, Xue (2024). Multi-level alignments for compressed video super-resolution. IEEE Transactions on Consumer Electronics. doi: 10.1109/tce.2024.3411144

Zou, Zizhuang, Ye, Mao, Li, Xue, Ji, Luping and Zhu, Ce (2024). Stable viewport-based unsupervised compressed 360° video quality enhancement. IEEE Transactions on Broadcasting, 70 (2), 607-619. doi: 10.1109/tbc.2024.3380435

Shu, Chen, Ye, Mao, Guo, Hongwei and Li, Xue (2024). Spatial-temporal adaptive compressed screen content video quality enhancement. IEEE Transactions on Circuits and Systems II: Express Briefs, 71 (5), 2884-2888. doi: 10.1109/tcsii.2024.3350772

Yin, Hong, Zhong, Jiang, Li, Rongzhen, Shang, Jiaxing, Wang, Chen and Li, Xue (2024). High-order neighbors aware representation learning for knowledge graph completion. IEEE Transactions on Neural Networks and Learning Systems. doi: 10.1109/tnnls.2024.3383873

Lei, Qin, Zhong, Jiang, Wang, Chen and Li, Xue (2024). Integrating crack causal augmentation framework and dynamic binary threshold for imbalanced crack instance segmentation. Expert Systems with Applications, 240 122552. doi: 10.1016/j.eswa.2023.122552

Zhou, Lihua, Ye, Mao, Li, Xinpeng, Zhu, Ce, Liu, Yiguang and Li, Xue (2024). Disentanglement then reconstruction: unsupervised domain adaptation by twice distribution alignments. Expert Systems with Applications, 237 121498, 1-11. doi: 10.1016/j.eswa.2023.121498

Li, Rongzhen, Zhong, Jiang, Hu, Wenyue, Dai, Qizhu, Wang, Chen, Wang, Wenzhu and Li, Xue (2024). Adaptive class augmented prototype network for few-shot relation extraction. Neural Networks, 169, 134-142. doi: 10.1016/j.neunet.2023.10.025

Wang, Hu, Ye, Mao, Zhu, Xiatian, Li, Shuai, Li, Xue and Zhu, Ce (2023). Compressed-SDR to HDR video reconstruction. IEEE Transactions on Pattern Analysis and Machine Intelligence, 46 (5) 10373884, 3679-3691. doi: 10.1109/tpami.2023.3346921

Yin, Hong, Zhong, Jiang, Wang, Chen, Li, Rongzhen and Li, Xue (2023). GS-InGAT: An interaction graph attention network with global semantic for knowledge graph completion. Expert Systems with Applications, 228 120380, 1-15. doi: 10.1016/j.eswa.2023.120380

Hu, Mingwei, Tan, Qiyang, Knibbe, Ruth, Xu, Miao, Jiang, Bin, Wang, Sen, Li, Xue and Zhang, Ming-Xing (2023). Recent applications of machine learning in alloy design: a review. Materials Science and Engineering: R: Reports, 155 100746, 100746. doi: 10.1016/j.mser.2023.100746

Shi, Zhenkun, Wang, Sen, Yue, Lin, Zhang, Yijia, Adhikari, Binod Kumar, Xue, Shuai, Zuo, Wanli and Li, Xue (2023). Dual-core mutual learning between scoring systems and clinical features for ICU mortality prediction. Information Sciences, 637 118984, 1-13. doi: 10.1016/j.ins.2023.118984

Li, Xue, Zou, Catherine, Boots, Robert, Wang, Sen, Chen, Weitong and Zuccon, Guido (2023). Artificial Intelligence in Evidence-based Medicine:Challenges and Opportunities. World Scientific Annual Review of Artificial Intelligence, 01. doi: 10.1142/s2811032323300025

Wang, Chen, Zhong, Jiang, Dai, Qizhu, Qi, Yafei, Shi, Fengyuan, Fang, Bin and Li, Xue (2023). Multi-view knowledge distillation for efficient semantic segmentation. Journal of Real-Time Image Processing, 20 (2) 39, 1-11. doi: 10.1007/s11554-023-01296-6

Zou, Zizhuang, Ye, Mao, Li, Shuai, Li, Xue and Dufaux, Frederic (2023). 360° image saliency prediction by embedding self-supervised proxy task. IEEE Transactions on Broadcasting, 69 (3), 704-714. doi: 10.1109/tbc.2023.3254143

Wang, Chen, Zhong, Jiang, Dai, Qizhu, Qi, Yafei, Yu, Qien, Shi, Fengyuan, Li, Rongzhen, Li, Xue and Fang, Bin (2023). Channel correlation distillation for compact semantic segmentation. International Journal of Pattern Recognition and Artificial Intelligence, 37 (03) 2350004, 1-24. doi: 10.1142/S0218001423500040

Wang, Chen, Zhong, Jiang, Dai, Qizhu, Yu, Qien, Qi, Yafei, Fang, Bin and Li, Xue (2023). MTED: multiple teachers ensemble distillation for compact semantic segmentation. Neural Computing and Applications, 35 (16), 11789-11806. doi: 10.1007/s00521-023-08321-6

Wang, Chen, Yu, Jiefu, Zhong, Jiang, Han, Shuai, Qi, Yafei, Fang, Bin and Li, Xue (2023). Prior knowledge-based precise diagnosis of blend sign from head computed tomography. Frontiers in Neuroscience, 17 1112355, 1112355. doi: 10.3389/fnins.2023.1112355

Wang, Zeyang, Ye, Mao, Li, Shuai and Li, Xue (2023). Multi-frame compressed video quality enhancement by spatio-temporal information balance. IEEE Signal Processing Letters, 30, 105-109. doi: 10.1109/lsp.2023.3244711

Luo, Dengyan, Ye, Mao, Li, Shuai, Zhu, Ce and Li, Xue (2023). Spatio-temporal detail information retrieval for compressed video quality enhancement. IEEE Transactions on Multimedia, 25 (99), 6808-6820. doi: 10.1109/tmm.2022.3214775

Peng, Liuhan, Hamdulla, Askar, Ye, Mao, Li, Shuai, Wang, Zengbin and Li, Xue (2022). OVQE: Omniscient Network for Compressed Video Quality Enhancement. IEEE Transactions on Broadcasting, PP (99), 153-164. doi: 10.1109/tbc.2022.3208426

Li, Rongzhen, Zhong, Jiang, Xue, Zhongxuan, Dai, Qizhu and Li, Xue (2022). Heterogenous affinity graph inference network for document-level relation extraction. Knowledge-Based Systems, 250 109146, 1-9. doi: 10.1016/j.knosys.2022.109146

Liu, Chang, Zhou, Lihua, Ye, Mao and Li, Xue (2022). Self-alignment for black-box unsupervised domain adaptation. IEEE Signal Processing Letters, 29, 1709-1713. doi: 10.1109/lsp.2022.3194414

Zhang, Yanjun, Bai, Guangdong, Li, Xue, Nepal, Surya, Grobler, Marthie, Chen, Chen and Ko, Ryan K. L. (2022). Preserving privacy for distributed genome-wide analysis against identity tracing attacks. IEEE Transactions on Dependable and Secure Computing, 20 (4), 1-17. doi: 10.1109/tdsc.2022.3186672

Ji, Shaoxiong, Jiang, Wenqi, Walid, Anwar and Li, Xue (2022). Dynamic sampling and selective masking for communication-efficient federated learning. IEEE Intelligent Systems, 37 (2), 27-34. doi: 10.1109/MIS.2021.3114610

Luo, Dengyan, Ye, Mao, Li, Shuai and Li, Xue (2022). Coarse-to-Fine Spatio-Temporal Information Fusion for Compressed Video Quality Enhancement. IEEE Signal Processing Letters, 29, 543-547. doi: 10.1109/LSP.2022.3147441

Li, Xue, Yao, Lina and Chen, Weitong (2022). Preface. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13725 LNAI, v-vi.

Li, Xue, Yao, Lina and Chen, Weitong (2022). Preface. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13726 LNAI, v-vi.

Zhang, Chenpeng, Li, Shuai, Ye, Mao, Zhu, Ce and Li, Xue (2021). Learning various length dependence by dual recurrent neural networks. Neurocomputing, 466, 1-15. doi: 10.1016/j.neucom.2021.09.043

Shi, Zhenkun, Wang, Sen, Yue, Lin, Pang, Lixin, Zuo, Xianglin, Zuo, Wanli and Li, Xue (2021). Deep dynamic imputation of clinical time series for mortality prediction. Information Sciences, 579, 607-622. doi: 10.1016/j.ins.2021.08.016

Xiong, Lin, Ye, Mao, Zhang, Dan, Gan, Yan, Li, Xue and Zhu, Yingying (2021). Source data‐free domain adaptation of object detector through domain‐specific perturbation. International Journal of Intelligent Systems, 36 (8), 3746-3766. doi: 10.1002/int.22434

Hu, Mingwei, Tan, Qiyang, Knibbe, Ruth, Wang, Sen, Li, Xue, Wu, Tianqi, Jarin, Sams and Zhang, Ming-Xing (2021). Prediction of mechanical properties of wrought aluminium alloys using feature engineering assisted machine learning approach. Metallurgical and Materials Transactions A: Physical Metallurgy and Materials Science, 52 (7), 2873-2884. doi: 10.1007/s11661-021-06279-5

Ji, Shaoxiong, Li, Xue, Huang, Zi and Cambria, Erik (2021). Suicidal ideation and mental disorder detection with attentive relation networks. Neural Computing and Applications, 34 (13), 10309-10319. doi: 10.1007/s00521-021-06208-y

Ji, Shaoxiong, Pan, Shirui, Li, Xue, Cambria, Erik, Long, Guodong and Huang, Zi (2020). Suicidal ideation detection: a review of machine learning methods and applications. IEEE Transactions on Computational Social Systems, 8 (1) 9199553, 214-226. doi: 10.1109/tcss.2020.3021467

Guo, Wenping, Xu, Zhuoming, Ye, Xijian, Zhang, Shiqing, Zhao, Xiaoming and Li, Xue (2020). A time-critical topic model for predicting the survival time of sepsis patients. Scientific Programming, 2020 8884539, 1-13. doi: 10.1155/2020/8884539

Li, Xinpeng, Zhang, Dan, Ye, Mao, Li, Xue, Dou, Qiang and Lv, Qiao (2020). Bidirectional generative transductive zero-shot learning. Neural Computing and Applications, 33 (10), 5313-5326. doi: 10.1007/s00521-020-05322-7

Li, Xue, Wang, Sen and Li, Bohan (2020). Editorial for application-driven knowledge acquisition. World Wide Web, 23 (5), 2649-2651. doi: 10.1007/s11280-020-00827-6

Pokharel, Suresh, Zuccon, Guido, Li, Xue, Utomo, Chandra Prasetyo and Li, Yu (2020). Temporal tree representation for similarity computation between medical patients. Artificial Intelligence in Medicine, 108 101900, 101900. doi: 10.1016/j.artmed.2020.101900

Zhang, Yanjun, Bai, Guangdong, Zhong, Mingyang, Li, Xue and Ko, Ryan K. L. (2020). Differentially private collaborative coupling learning for recommender systems. IEEE Intelligent Systems, 36 (1) 9130104, 1-1. doi: 10.1109/MIS.2020.3005930

Zhang, Yijia, Shi, Zhenkun, Zuo, Wanli, Yue, Lin, Liang, Shining and Li, Xue (2020). Joint personalized Markov chains with social network embedding for cold-start recommendation. Neurocomputing, 386, 208-220. doi: 10.1016/j.neucom.2019.12.046

Chen, Hongxu, Yin, Hongzhi, Chen, Tong, Wang, Weiqing, Li, Xue and Hu, Xia (2020). Social boosted recommendation with folded bipartite network embedding. IEEE Transactions on Knowledge and Data Engineering, 34 (2), 914-926. doi: 10.1109/tkde.2020.2982878

Shi, Zhenkun, Zuo, Wanli, Liang, Shining, Zuo, Xianglin, Yue, Lin and Li, Xue (2020). IDDSaM: an integrated disease diagnosis and severity assessment model for intensive care units. IEEE Access, 8 8962342, 15423-15435. doi: 10.1109/aCCESS.2020.2967417

Wu, Lin, Wang, Yang, Li, Xue and Gao, Junbin (2019). Hierarchical representation learning for big complex multimedia data. Multimedia Tools and Applications, 78 (21), 30535-30535. doi: 10.1007/s11042-019-08137-4

Li, Qi, Zhong, Jiang and Li, Xue (2019). Graph partitioning in the implementation and performance optimization of a hybrid memory system 图划分在混合内存系统的实现与性能优化. Jisuanji Xuebao/Chinese Journal of Computers, 42 (11), 2481-2498. doi: 10.11897/SP.J.1016.2019.02481

Chen, Tong, Yin, Hongzhi, Chen, Hongxu, Wang, Hao, Zhou, Xiaofang and Li, Xue (2019). Online sales prediction via trend alignment-based multitask recurrent neural networks. Knowledge and Information Systems, 62 (6), 2139-2167. doi: 10.1007/s10115-019-01404-8

Ma, Jingwei, Wen, Jiahui, Zhong, Mingyang, Chen, Weitong and Li, Xue (2019). MMM: multi-source multi-net micro-video recommendation with clustered hidden item representation learning. Data Science and Engineering, 4 (3), 240-253. doi: 10.1007/s41019-019-00101-4

Deng, Dan-Ping, Qin, Xiao-Lin, Li, Bo-Han, Zheng, Wei, Liu, Liang and Li, Xue (2019). A Dynamic Top-k Query Based on the Improved Grid Multi-Dimensional Index TTI 一种基于改进网格多维TTI索引的动态Top-k查询算法. Jisuanji Xuebao/Chinese Journal of Computers, 42 (8), 1827-1844. doi: 10.11897/SP.J.1016.2019.01827

Wu, Lin, Wang, Yang, Gao, Junbin and Li, Xue (2019). Where-and-when to look: deep siamese attention networks for video-based person re-identification. IEEE Transactions on Multimedia, 21 (6) 8506428, 1412-1424. doi: 10.1109/TMM.2018.2877886

Li, Qi, Zhong, Jiang, Li, Xue and Li, Qing (2019). Memory management mechanism for hybrid memory architecture based on new non-volatile memory. Tien Tzu Hsueh Pao/Acta Electronica Sinica, 47 (3), 664-670. doi: 10.3969/j.issn.0372-2112.2019.03.021

Almars, Abdulqader, Li, Xue and Zhao, Xin (2019). Modelling user attitudes using hierarchical sentiment-topic model. Data and Knowledge Engineering, 119, 139-149. doi: 10.1016/j.datak.2019.01.005

Li, Qi, Zhong, Jiang, Cao, Zehong and Li, Xue (2019). Optimizing streaming graph partitioning via a heuristic greedy method and caching strategy. Optimization Methods and Software, 35 (6), 1-16. doi: 10.1080/10556788.2018.1553971

Chen, Xi, Zhou, Xiangmin, Sellis, Timos and Li, Xue (2018). Social event detection with retweeting behavior correlation. Expert Systems with Applications, 114, 516-523. doi: 10.1016/j.eswa.2018.08.022

Zhong, Jiang, Zhang, Pan and Li, Xue (2018). Adaptive recognition of different accents conversations based on convolutional neural network. Multimedia Tools and Applications, 78 (21), 30749-30767. doi: 10.1007/s11042-018-6590-4

Li, Bo-Han, Zhang, An-Man, Zheng, Wei, Wan, Shuo, Qin, Xiao-Lin, Li, Xue and Yin, Hai-Lian (2018). GRIP: a Group Recommender Based on Interactive Preference model. Journal of Computer Science and Technology, 33 (5), 1039-1055. doi: 10.1007/s11390-018-1846-z

Zhong, Jiang, Zhang, Shu-Fang, Guo, Wei-Li and Li, Xue (2018). 主题特征格分析:一种用户生成文本质量评估方法. Tien Tzu Hsueh Pao/Acta Electronica Sinica, 46 (9), 2201-2206. doi: 10.3969/j.issn.0372-2112.2018.09.022

Zhen, Xi May, Li, Xue and Chen, Chen (2018). Metformin versus insulin for gestational diabetes: the reporting of ethnicity and a meta-analysis combining English and Chinese literatures. Obesity Medicine, 11, 48-58. doi: 10.1016/j.obmed.2018.08.001

May Zhen, Xi, Li, Xue and Chen, Chen (2018). Longer-term outcomes in offspring of GDM mothers treated with metformin versus insulin. Diabetes Research and Clinical Practice, 144, 82-92. doi: 10.1016/j.diabres.2018.07.002

Yue, Lin, Chen, Weitong, Li, Xue, Zuo, Wanli and Yin, Minghao (2018). A survey of sentiment analysis in social media. Knowledge and Information Systems, 60 (2), 1-47. doi: 10.1007/s10115-018-1236-4

Wu, Lin, Wang, Yang, Li, Xue and Gao, Junbin (2018). What-and-where to match: Deep spatially multiplicative integration networks for person re-identification. Pattern Recognition, 76, 727-738. doi: 10.1016/j.patcog.2017.10.004

Al-Maskari, Sanad, Xu, Zhuoming, Guo, Wenping, Zhao, Xiaoming and Li, Xue (2018). Bio-inspired learning approach for electronic nose. Computing, 100 (4), 387-402. doi: 10.1007/s00607-018-0604-y

Wu, Lin, Wang, Yang, Li, Xue and Gao, Junbin (2018). Deep attention-based spatially recursive networks for fine-grained visual recognition. IEEE Transactions on Cybernetics, 49 (5) 8322428, 1-12. doi: 10.1109/TCYB.2018.2813971

Ruan, Wenjie, Sheng, Quan Z., Yao, Lina, Li, Xue, Falkner, Nickolas J.G. and Yang, Lei (2018). Device-free human localization and tracking with UHF passive RFID tags: a data-driven approach. Journal of Network and Computer Applications, 104, 78-96. doi: 10.1016/j.jnca.2017.12.010

Yao, Lina, Sheng, Quan Z., Li, Xue, Gu, Tao, Tan, Mingkui, Wang, Xianzhi, Wang, Sen and Ruan, Wenjie (2018). Compressive representation for device-free activity recognition with passive RFID signal strength. IEEE Transactions On Mobile Computing, 17 (2) 7938705, 293-306. doi: 10.1109/TMC.2017.2706282

Ma, Jingwei, Li, Guang, Zhong, Mingyang, Zhao, Xin, Zhu, Lei and Li, Xue (2018). LGA: latent genre aware micro-video recommendation on social media. Multimedia Tools and Applications, 77 (3), 2991-3008. doi: 10.1007/s11042-017-4827-2

Shu, Jing-xian, Li, Ying, He, Ting, Chen, Ling, Li, Xue, Zou, Lin-lin, Yin, Lu, Li, Xiao-hui, Wang, An-li, Liu, Xing and Yuan, Hong (2018). Applying a "Big Data" Literature System to Recommend Antihypertensive Drugs for Hypertension Patients with Diabetes Mellitus. Medical Science Monitor, 24, 114-148. doi: 10.12659/MSM.907015

Wu, Lin, Wang, Yang, Gao, Junbin and Li, Xue (2018). Deep adaptive feature embedding with local sample distributions for person re-identification. Pattern Recognition, 73, 275-288. doi: 10.1016/j.patcog.2017.08.029

Li, Xue, Gama, Joao, Chen, Bing, Chen, Songcan, Wang, Shuliang and Zhu, Xingquan Hill (2018). Preface. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11323 LNAI, v-vi.

Wu, Lin , Wang, Yang, Ge, Zongyuan, Hu, Qichang and Li, Xue (2017). Structured deep hashing with convolutional neural networks for fast person re-identification. Computer Vision and Image Understanding, 167, 63-73. doi: 10.1016/j.cviu.2017.11.009

Li, Qi, Zhong, Jiang and Li, Xue (2017). 基于启发策略的动态平衡图划分算法. Jisuanji Yanjiu yu Fazhan, 54 (12), 2851-2857. doi: 10.7544/issn1000-1239.2017.20160690

Yao, Lina, Sheng, Quan Z., Ngu, Anne H.H., Li, Xue and Benattalah, Boualem (2017). Unveiling Correlations via Mining Human-Thing Interactions in the Web of Things. Acm Transactions On Intelligent Systems and Technology, 8 (5) 62, 1-25. doi: 10.1145/3035967

Wang, Meng, Chen, Weitong, Wang, Sen, Liu, Jun, Li, Xue and Stantic, Bela (2017). Answering why-not questions on semantic multimedia queries. Multimedia Tools and Applications, 77 (3), 3405-3429. doi: 10.1007/s11042-017-5151-6

Xue, Xiaowei, Nie, Feiping, Li, Zhihui, Wang, Sen, Li, Xue and Yao, Min (2017). A multiview learning framework with a linear computational cost. IEEE Transactions on Cybernetics, 48 (8), 2416-2425. doi: 10.1109/TCYB.2017.2739423

Yao, Lina, Sheng, Quan Z., Wang, Xianzhi, Wang, Shengrui, Li, Xue and Wang, Sen (2017). Collaborative text categorization via exploiting sparse coefficients. World Wide Web: internet and web information systems, 21 (2), 1-22. doi: 10.1007/s11280-017-0460-2

Wang, Sen, Li, Xue, Chang, Xiaojun, Yao, Lina, Sheng, Quan Z. and Long, Guodong (2017). Learning multiple diagnosis codes for ICU patients with local disease correlation mining. ACM Transactions on Knowledge Discovery from Data, 11 (3) 31, 1-21. doi: 10.1145/3003729

Wang, Sen, Chang, Xiaojun, Li, Xue, Long, Guodong, Yao, Lina and Sheng, Quan Z. (2016). Diagnosis code assignment using sparsity-based disease correlation embedding. IEEE Transactions on Knowledge and Data Engineering, 28 (12), 3191-3202. doi: 10.1109/TKDE.2016.2605687

Ibrahim, Ibrahim A., Albarrak, Abdullah M. and Li, Xue (2016). Constrained recommendations for query visualizations. Knowledge and Information Systems, 51 (2), 1-31. doi: 10.1007/s10115-016-1001-5

Chen, Ling, Li, Xue, Sheng, Quan Z, Peng, Wen-Chih, Bennett, John, Hu, Hsiao-Yun and Huang, Nicole (2016). Mining health examination records - a graph-based approach. IEEE Transactions on Knowledge and Data Engineering, 28 (9) 7463501, 2423-2437. doi: 10.1109/TKDE.2016.2561278

Sheng, Quan Z., Li, Xue, Ngu, Anne H. H., Qin, Yongrui and Xie, Dong (2016). Guest editorial: web of things. Information Systems Frontiers, 18 (4), 639-643. doi: 10.1007/s10796-016-9677-3

Ling, Ping, You, Xiangyang, Gao, Dajin, Gao, Tao and Li, Xue (2016). Fast distant support vector data description. Memetic Computing, 9 (1), 1-12. doi: 10.1007/s12293-016-0189-y

Yao, Lina, Sheng, Quan Z., Ngu, Anne H. H. and Li, Xue (2016). Things of interest recommendation by leveraging heterogeneous relations in the internet of things. ACM Transactions on Internet Technology, 16 (2) 9, 1-25. doi: 10.1145/2837024

Wang, Sen, Chang, Xiaojun, Li, Xue, Sheng, Quan Z. and Chen, Weitong (2016). Multi-task support vector machines for feature selection with shared knowledge discovery. Signal Processing, 120, 746-753. doi: 10.1016/j.sigpro.2014.12.012

Hong-Wei, Wang, Guo-He, Li and Xue, Li (2016). An approach to feature selection for continuous features of objects. International Journal of Multimedia and Ubiquitous Engineering, 11 (4), 67-78. doi: 10.14257/ijmue.2016.11.4.08

Yao, Lina, Sheng, Quan Z., Ngu, Anne H.H., Gao, Byron J., Li, Xue and Wang, Sen (2015). Multi-label classification via learning a unified object-label graph with sparse representation. World Wide Web, 19 (6), 1-25. doi: 10.1007/s11280-015-0376-7

Wang, Sen, Pan, Pingbo, Long, Guodong, Chen, Weitong, Li, Xue and Sheng, Quan Z. (2015). Compact representation for large-scale unconstrained video analysis. World Wide Web, 19 (2), 231-246. doi: 10.1007/s11280-015-0354-0

Chen, Ling, Li, Xue, Yang, Yi, Kurniawati, Hanna, Sheng, Quan Z., Hu, Hsiao-Yun and Huang, Nicole (2015). Personal health indexing based on medical examinations: a data mining approach. Decision Support Systems, 81, 54-65. doi: 10.1016/j.dss.2015.10.008

Harnsamut, Nattapon, Natwichai, Juggapong, Sun, Xingzhi and Li, Xue (2014). Privacy preservation for associative classification. Computational Intelligence, 30 (4), 752-770. doi: 10.1111/coin.12028

Zhao, Xin, Li, Xue, Pang, Chaoyi, Sheng, Quan Z., Wang, Sen and Ye, Mao (2014). Structured streaming skeleton: a new feature for online human gesture recognition. ACM Transactions on Multimedia Computing, Communications and Applications, 11 (Supp. 1s) 22, 22:1-22:18. doi: 10.1145/2648583

Al Abodi, Jafaar and Li, Xue (2014). An effective approach to offline Arabic handwriting recognition. Computers and Electrical Engineering, 40 (6), 1883-1901. doi: 10.1016/j.compeleceng.2014.04.014

Unankard, Sayan, Li, Xue and Sharaf, Mohamed A. (2014). Emerging event detection in social networks with location sensitivity. World Wide Web, Online First (5), 1-25. doi: 10.1007/s11280-014-0291-3

Wang, Sen, Ma, Zhigang, Yang, Yi, Li, Xue, Pang, Chaoyi and Hauptmann, Alexander G. (2014). Semi-supervised multiple feature analysis for action recognition. IEEE Transactions on Multimedia, 16 (2) 6675840, 289-298. doi: 10.1109/TMM.2013.2293060

Hussein, Asmaa S., Omar, Wail M, Li, Xue and Amer Hatem, Muhammed (2014). Smart collaboration framework for managing chronic disease using recommender system. Health Systems, 3 (1), 12-17. doi: 10.1057/hs.2013.8

Liu, Qihe, Li, Xue, Ye, Mao, Ge, Shuzhi Sam and Du,Xiaosong (2014). Drift compensation for electronic nose by semi-supervised domain adaption. IEEE Sensors Journal, 14 (3) 6634211, 657-665. doi: 10.1109/JSEN.2013.2285919

Nahar, Vinita, Li, Xue, Zhang, Hao Lan and Pang, Chaoyi (2014). Detecting cyberbullying in social networks using multi-agent system. Web Intelligence, 12 (4), 375-388. doi: 10.3233/WIA-140301

Xu, Pei, Ye, Mao, Li, Xue, Pei, Lishen and Jiao, Pengwei (2013). Object detection using voting spaces trained by few samples. Optical Engineering, 52 (9) 130809, 093105.1-093105.12. doi: 10.1117/1.OE.52.9.093105

Qin, Xiangju, Zhang, Yang, Li, Chen and Li, Xue (2013). Learning from data streams with only positive and unlabeled data. Journal of Intelligent Information Systems, 40 (3), 405-430. doi: 10.1007/s10844-012-0231-6

Mao, Songan, Ye, Mao, Li, Xue, Pang, Feng and Zhou, Jinglei (2013). Rapid vehicle logo region detection based on information theory. Computers and Electrical Engineering, 39 (3), 863-872. doi: 10.1016/j.compeleceng.2013.03.004

Zhao, Xin, Li, Xue, Pang, Chaoyi and Wang, Sen (2013). Human action recognition based on semi-supervised discriminant analysis with global constraint. Neurocomputing, 105, 45-50. doi: 10.1016/j.neucom.2012.04.038

Zhou, Jinglei, Ye, Mao, Ding, Jian, Wang, Haiyang and Li, Xue (2013). Clothing-to-words mapping using word separation method. Computers and Electrical Engineering, 39 (2), 361-372. doi: 10.1016/j.compeleceng.2012.10.011

Mahinderjit-Singh, Manmeet, Li, Xue and Li, Zhanhuai (2013). Context-aware web services for security control and privacy preservation in an RFID supply chain. International Journal of Information Technology and Management, 12 (1-2), 39-66. doi: 10.1504/IJITM.2013.051629

Natwichai, Juggapong, Li, Xue and Kawtrkul, Asanee (2013). Incremental processing and indexing for (k, e)-anonymisation. International Journal of Information and Computer Security, 5 (3), 151-170. doi: 10.1504/IJICS.2013.055836

Gollapalli, Mohammed, Li, Xue and Wood, Ian (2013). Automated discovery of multi-faceted ontologies for accurate query answering and future semantic reasoning. Data and Knowledge Engineering, 87, 405-424. doi: 10.1016/j.datak.2013.05.005

Pan, Shirui, Zhang, Yang and Li, Xue (2012). Dynamic classifier ensemble for positive unlabeled text stream classification. Knowledge and Information Systems, 33 (2), 267-287. doi: 10.1007/s10115-011-0469-2

He, Jiazhen, Zhang, Yang, Li, Xue and Shi, Peng (2012). Learning naive Bayes classifiers from positive and unlabelled examples with uncertainty. International Journal of Systems Science, 43 (10), 1805-1825. doi: 10.1080/00207721.2011.627475

Zhong, Jiang, Geng, Shenghua, Weng, Luosheng and Li, Xue (2012). A cross-layers service discovery protocol for MANET. Journal of Computational Information Systems, 8 (12), 5085-5092.

Wang, Bo, Ye, Mao, Li, Xue, Zhao, Fengjuan and Ding, Jian (2012). Abnormal crowd behavior detection using high-frequency and spatio-temporal features. Machine Vision and Applications, 23 (3), 501-511. doi: 10.1007/s00138-011-0341-0

Chen, Ling, Liu, Yang, Gallagher, Marcus, Pailthorpe, Bernard, Sadiq, Shazia, Shen, Heng Tao and Li, Xue (2012). Introducing cloud computing topics in curricula. Journal of Information Systems Education, 23 (3), 315-324.

Wang, Bo, Ye, Mao, Li, Xue and Zhao, Fengjuan (2011). Abnormal crowd behavior detection using size-adapted spatio-temporal features. International Journal of Control Automation and Systems, 9 (5), 905-912. doi: 10.1007/s12555-011-0511-x

王宏威 Wang, Hong-wei, 李国和 Li, Guo-he, 李雪 Li, Xue, 吴卫江 Wu, Wei-jiang and 李洪奇 Li, Hong-qi (2011). 连续型特征的特征选取方法. Zhongnan Daxue Xuebao (Ziran Kexue Ban), 42 (Supp. 1), 651-655.

Li, Xue, Liu, Jing, Sheng, Quan Z., Zeadally, Sherali and Zhong, Weicai (2011). TMS-RFID: Temporal management of large-scale RFID applications. Information Systems Frontiers, 13 (4), 481-500. doi: 10.1007/s10796-009-9211-y

Yang, Baoguo, Zhang, Yang and Li, Xue (2011). Classifying text streams by keywords using classifier ensemble. Data & Knowledge Engineering, 70 (9), 775-793. doi: 10.1016/j.datak.2011.05.002

Yan, Xin, Lau, Raymond Y.K., Song, Dawei, Li, Xue and Ma, Jian (2011). Toward a semantic granularity model for domain-specific information retrieval. Acm Transactions On Information Systems, 29 (3) 15, 1-46. doi: 10.1145/1993036.1993039

Pei, Jian, Gama, Joao, Yang, Qiang, Huang, Ronghuai and Li, Xue (2011). Best papers from the Fifth International Conference on Advanced Data Mining and Applications (ADMA 2009). Knowledge and Information Systems, 27 (2), 163-164. doi: 10.1007/s10115-011-0399-z

Mahinderjit Singh, Manmeet, Li, Xue and Li, Zhanhuai (2011). Security and privacy protection in RFID-enabled supply chain management. International Journal of Radio Frequency Identification Technology and Applications, 3 (4), 294-318. doi: 10.1504/IJRFITA.2011.043738

Zhong, Jiang, Dong, Gaofeng, Zhou, Ying, Li, Xue, Liu, Longhai and Chen, Qiang (2011). A semi-supervised text clustering algorithm based on pairwise constraints. Journal of Information and Computational Science, 8 (6), 951-960.

Zhong, Jiang, Sun, Qigan, Li, Xue and Wen, Luosheng (2011). A novel feature selection method based on probability latent semantic analysis for chinese text classification. Chinese Journal of Electronics, 20 (2), 228-232.

Natwichai, Juggapong, Sun, Xingzhi and Li, Xue (2011). Associative classification rules hiding for privacy preservation. International Journal of Intelligent Information and Database Systems, 5 (3), 246-270. doi: 10.1504/IJIIDS.2011.040088

Zhao, J., Wen, F., Xue, Y., Li, X. and Dong, Z. (2010). Cyber physical power systems: Architecture, implementation techniques and challenges. Dianli Xitong Zidonghua/Automation of Electric Power Systems, 34 (16), 1-7.

Zhong, JA and Li, X (2010). Unified collaborative filtering model based on combination of latent features. Expert Systems with Applications, 37 (8), 5666-5672. doi: 10.1016/j.eswa.2010.02.044

Mahinderjit-Singh, Manmeet and Li, Xue (2010). Trust in RFID-enabled supply-chain management. International Journal of Security and Networks, 5 (2/3), 96-105. doi: 10.1504/IJSN.2010.032208

Liu, Jing, Li, Xue and Zhong, Weicai (2009). Ambiguous decision trees for mining concept-drifting data streams. Pattern Recognition Letters, 30 (15), 1347-1355. doi: 10.1016/j.patrec.2009.07.017

Deng, Ke, Zhou, Xiaofeng, Shen, Heng Tao, Sadiq, Shazia and Li, Xue (2009). Instance optimal query processing in spatial networks. The VLDB Journal, 18 (3), 675-693. doi: 10.1007/s00778-008-0115-0

Ye, Mao, Li, Xue and Orlowska, Maria E. (2009). Projected outlier detection in high dimensional mixed-attributes data set. Expert Systems With Applications, 36 (3), 7104-7113. doi: 10.1016/j.eswa.2008.08.030

Mo, John, P. T., Sheng, Quan, Z., Li, Xue and Zeadally, Sherali (2009). RFID infrastructure design: A case study of two Australian RFID projects. IEEE Internet Computing, 13 (1), 14-21. doi: 10.1109/MIC.2009.18

Liu, J., Zhong, W., Jiao, L. and Li, X. (2008). Moving block sequence and organizational evolutionary algorithm for general floorplanning with arbirtrarily shaped rectilinear blocks. IEEE Transactions On Evolutionary Computation, 12 (5), 630-646. doi: 10.1109/TEVC.2008.920679

Sheng, Quan Z., Li, Xue and Zeadally, Sherali (2008). Enabling next-generation RFID applications: Solutions and challenges. Computer, 41 (9), 21-28. doi: 10.1109/MC.2008.386

Zhao, J., Dong, Z.Y. and Li, X (2007). Electricity market price spike forecasting and decision making. IET Generation Transmission & Distribution, 1 (4), 647-654. doi: 10.1049/iet-gtd:20060217

Zhao, J. H., Dong, Z. Y., Li, Xue and Wong, K. P. (2007). A framework for electricity price spike analysis with advanced data mining methods. IEEE Transactions on Power Systems, 22 (1), 376-385. doi: 10.1109/TPWRS.2006.889139

Zhao J.H., Dong Z.Y. and Li X. (2007). An improved Naive Bayesian classifier with advanced discretisation method. International Journal of Intelligent Systems Technologies and Applications, 3 (3-4), 241-256. doi: 10.1504/ijista.2007.014262

Li, Xue, Barajas, Jorge M. and Ding, Yi (2007). Collaborative filtering on streaming data with interest-drifting. Intelligent Data Analysis, 11 (1), 75-87. doi: 10.3233/ida-2007-11105

Li, X. and Huang, W. (2007). Design a knowledge-based system to automatically assess commercial websites. International Journal of Information Technology & Decision Making, 6 (1), 43-59. doi: 10.1142/S021962200700240X

Ye, M. and Li, X. (2007). An efficient measure of signal temporal predictability for blind source separation. Neural Processing Letters, 26 (1), 57-68. doi: 10.1007/s11063-007-9042-0

Dong, Z. Y., Li, X. and Wang, S. L. (2006). Special issue on advances in data mining and its applications. International Journal of Systems Science, 37 (13), 865-866. doi: 10.1080/00207720600891802

Ye, M., Fan, X. Q. and Li, X. (2006). A class of self-stabilizing MCA learning algorithms. IEEE Transactions On Neural Networks, 17 (6), 1634-1638. doi: 10.1109/TNN.2006.880979

Huang, Wayne, Le, Taowen, Li, X. and Gandha, S. (2006). Categorizing web features and functions to evaluate commercial web sites: An assessment framework and an empirical investigation of Australian companies. Industrial Management and Data Systems, 106 (4), 523-539. doi: 10.1108/02635570610661606

Li, Xue, Zhang, Shichao and Wang, Shuliang (2006). IJDWM Special Issue: Advances in Data Mining Applications. International Journal of Data Warehousing and Mining, 2 (3), i-iii.

Hu, Qing and Li, Xue (2006). Special issue for 2004 Annual Conference of IS/IT Issues in Asia-Pacific. Journal of Global Information Management, 14 (1), I-III.

Chen, D., Li, X, Dong, Z Y and Chen, X. (2006). Incremental learning for interactive e-mail filtering. International Journal of Information Technology and Web Engineering, 1 (2), 60-78. doi: 10.4018/IJITWE

Chen, Ding-Yi, Li, Xue, Dong, Zhao Yang and Chen, Xia (2006). Fitness assessment of document model. International Journal of Systems Science, 37 (13), 893-903. doi: 10.1080/00207720600891539

Lu, X., Dong, Z. Y. and Li, X. (2005). Electricity market price spike forecast with data mining techniques. International Journal of Electric Power Systems Research, 73 (1), 19-29. doi: 10.1016/j.epsr.2004.06.002

Liu, Zheng, Li, Xue and Dong, Zhaoyang (2004). A lightweight encryption algorithm for mobile online multimedia devices. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 3306, 653-658.

Yan, Xin, Li, Xue and Song, Dawei (2004). A Correlation Analysis on LSA and HAL Semantic Space Models. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 3314, 711-717. doi: 10.1007/978-3-540-30497-5_111

Chen, Ding-Yi and Li, Xue (2004). PLD: a distillation algorithm for misclassified documents. Lecture Notes in Computer Science , 3129, 499-508. doi: 10.1007/978-3-540-27772-9_50

Pek, Eng-Huan, Li, Xue and Liu, Yaozong (2003). Web wrapper validation. Lecture Notes in Computer Science , 2642, 388-393.

Li, Xue (2003). Fuzzy logic in web data mining for website assessment. International Journal of Intelligence and Applications, 3 (1), 119-133. doi: 10.1142/S1469026803000859

Wang, Chen, Hu, Cong, Zhong, Jiang, Liu, Huawen, Li, Qi, Yu, Donghua and Li, Xue (2024). Enhancing NER with Sentence-Level Entity Detection as an Simple Auxiliary Task. 8th International Joint Conference, APWeb-WAIM 2024, Jinhua, China, 30 August-1September 2024. Heidelberg, Germany: Springer. doi: 10.1007/978-981-97-7232-2_2

Tang, Yanran, Qiu, Ruihong, Yin, Hongzhi, Li, Xue and Huang, Zi (2024). CaseLink: inductive graph learning for legal case retrieval. 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, Washington, DC, United States, 14-18 July 2024. New York, NY, United States: ACM. doi: 10.1145/3626772.3657693

Zhang, Yanjun, Sun, Ruoxi, Shen, Liyue, Bai, Guangdong, Xue, Minhui, Meng, Mark Huasong, Li, Xue, Ko, Ryan and Nepal, Surya (2024). Privacy-preserving and fairness-aware federated learning for critical infrastructure protection and resilience. WWW '24: ACM Web Conference 2024, Singapore, Singapore, 13-17 May 2024. New York, NY, United States: ACM. doi: 10.1145/3589334.3645545

Cheng, Fenghua, Li, Xue, Huang, Zi, Wang, Jinxiang and Wang, Sen (2024). Event-content-oriented dialogue generation in short video. 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Mexico City, Mexico, 16-21 June 2024. Kerrville, TX, United States: Association for Computational Linguistics (ACL).

Zhou, Tianyu, Li, Rongzhen, Zhong, Jiang, Dai, Qizhu, Liu, Yuxuan and Li, Xue (2024). Enhancing continual relation extraction with concept aware dynamic memory optimization. 8th International Joint Conference, APWeb-WAIM 2024, Jinhua, China, 30 August - 1 September 2024. Heidelberg, Germany: Springer. doi: 10.1007/978-981-97-7232-2_16

Tran, Khai Phan and Li, Xue (2024). CDER: Collaborative evidence retrieval for document-level relation extraction. 16th Asian Conference, ACIIDS 2024, Ras Al Khaimah, UAE, 15-18 April 2024. Singapore, Singapore: Springer Nature Singapore. doi: 10.1007/978-981-97-4982-9_3

Dai, Qizhu, Lei, Qin, Zhong, Jiang, Li, Xue, Wang, Chen, Yin, Hong and Li, Rongzhen (2023). Joint learning-based multiple documents heterogeneous graph inference for biomedical entity linking. 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Istanbul, Turkiye, 5-8 December 2023. Piscataway, NJ, United States: IEEE. doi: 10.1109/bibm58861.2023.10385533

Sheng, Hongwei, Yu, Xin, Li, Xue and Golzan, Mojtaba (2023). Context-based masking for spontaneous venous pulsations detection. 36th Australasian Joint Conference on Artificial Intelligence, AJCAI 2023, Brisbane, QLD Australia, 28 November –1 December 2023. Singapore: Springer. doi: 10.1007/978-981-99-8388-9_42

Tang, Yanran, Qiu, Ruihong and Li, Xue (2023). Prompt-based effective input reformulation for legal case retrieval. 34th Australasian Database Conference, Melbourne, VIC Australia, 1-3 November 2023. Cham, Switzerland: Springer Cham. doi: 10.1007/978-3-031-47843-7_7

Zhang, Bingqing, Wang, Sen, Liu, Yifan, Kusy, Brano, Li, Xue and Liu, Jiajun (2023). Object detection difficulty: suppressing over-aggregation for faster and better video object detection. 31st ACM International Conference on Multimedia, MM 2023, Ottawa, ON Canada, 29 October - 3 November 2023. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3581783.3612090

Dai, Qizhu, Zhong, Jiang, Zhu, Wei, Wang, Chen, Yin, Hong, Lei, Qin, Li, Xue and Li, Rongzhen (2023). Enhancing document-level relation extraction with relation- pecific entity representation and evidence sentence augmentation. 26th European Conference on Artificial Intelligence, Kraków, Poland, 30 September-4 October 2023. Bristol, United Kingdom: IOS Press. doi: 10.3233/FAIA230312

Wang, Chen, Zhong, Jiang, Dai, Qizhu, Qi, Yafei, Li, Rongzhen, Lei, Qin, Fang, Bin and Li, Xue (2023). PRRD: pixel-region relation distillation for efficient semantic segmentation. 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Rhodes Island, Greece, 4-10 June 2023. Piscataway, NJ USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICASSP49357.2023.10094967

Li, Rongzhen, Zhong, Jiang, Xue, Zhongxuan, Dai, Qizhu, Wang, Chen and Li, Xue (2023). Commdre: Document-level Relation Extraction with self-supervised commonsense learning. 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Rhodes Island, Greece, 4-10 June 2023. Piscataway, NJ USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICASSP49357.2023.10096263

Ling, Ping, Rong, Xiangsheng and Li, Xue (2022). Fast Spectral Clustering of Multi-Relational Data. 2022 IEEE 5th International Conference on Information Systems and Computer Aided Education (ICISCAE), Dalian, China, 23-25 September 2022. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICISCAE55891.2022.9927559

Liu, Yu, Ye, Mao, Gao, Yanbo, Li, Shuai, Zhao, Yu and Li, Xue (2022). Content Adaptive Compressed Screen Content Video Quality Enhancement. 2022 IEEE International Conference on Multimedia and Expo (ICME), Taipei, Taiwan, 18-22 July 2022. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICME52920.2022.9859602

Ma, Junhua, Li, Jiajun, Liu, Yuxuan, Zhou, Shangbo and Li, Xue (2022). Integrating Dependency Tree into Self-Attention for Sentence Representation. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Singapore, 23-27 May 2022. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICASSP43922.2022.9747221

Subpaiboonkit, Sitthichoke, Li, Xue, Zhao, Xin and Zuccon, Guido (2022). Causality discovery based on combined causes and multiple causes in drug-drug interaction. 18th International Conference, ADMA 2022, Brisbane, QLD, Australia, 28-30 November 2022. Cham, Switzerland: Springer Nature Switzerland. doi: 10.1007/978-3-031-22064-7_5

Wang, Hu, Ye, Mao, Zhu, Xiatian, Li, Shuai, Zhu, Ce and Li, Xue (2022). KUNet: imaging knowledge-inspired single HDR image reconstruction. Thirty-First International Joint Conference on Artificial Intelligence, Vienna, Austria, 23-29 July 2022. Palo Alto, CA, United States: International Joint Conferences on Artificial Intelligence. doi: 10.24963/ijcai.2022/196

Zhang, Dan, Ye, Mao, Xiong, Lin, Li, Shuaifeng and Li, Xue (2021). Source-Style Transferred Mean Teacher for Source-data Free Object Detection. MMAsia '21: ACM Multimedia Asia, Gold Coast, QLD Australia, 1 - 3 December 2021. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3469877.3490584

Wang, Yanda, Chen, Weitong, Pi, Dechang, Yue, Lin, Xu, Miao and Li, Xue (2021). Multi-hop reading on memory neural network with selective coverage for medication recommendation. ACM International Conference on Information & Knowledge Management, Virtual Event, 1-5 November 2021. New York, NY, United States: Association for Computing Machinery. doi: 10.1145/3459637.3482278

Zhang, Yanjun, Bai, Guangdong, Li, Xue, Curtis, Caitlin, Chen, Chen and Ko, Ryan K. L. (2021). Privacy-preserving gradient descent for distributed genome-wide analysis. ESORICS 2021 - 26th European Symposium on Research in Computer Security, Darmstadt, Germany, 4–8 October, 2021. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-88428-4_20

Luo, Dengyan, Ye, Mao, Chen, Shengjie and Li, Xue (2021). Alignment-Free Video Compression Artifact Reduction. IEEE International Conference on Visual Communications and Image Processing (VCIP) - Visual Communications in the Era of AI and Limited Resources, Munich, Germany, 5-8 December 2021. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/VCIP53242.2021.9675384

Chen, Lei, Manjon, Baltasar Fernandez, Gong, Zhiguo, Li, Xue, Öǧüdücü, Sule Gündüz and Wu, Xindong (2021). Welcome from the ICBK 2021 Chairs. 12th IEEE International Conference on Big Knowledge, ICBK 2021, Auckland, New Zealand, 7-8 December 2021. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICKG52313.2021.00005

Moghimifar, Farhad, Rahimi, Afshin, Baktashmotlagh, Mahsa and Li, Xue (2020). Learning causal Bayesian networks from text. The 18th Annual Workshop of the Australasian Language Technology Association, Virtual, 14-15 January 2021. Australasian Language Technology Association.

Chen, Tong, Yin, Hongzhi, Nguyen, Quoc Viet Hung, Peng, Wen-Chih, Li, Xue and Zhou, Xiaofang (2020). Sequence-aware factorization machines for temporal predictive analytics. 2020 IEEE 36th International Conference on Data Engineering, Dallas, Texas, United States, 20-24 April 2020. LOS ALAMITOS: IEEE Computer Society. doi: 10.1109/ICDE48307.2020.00125

Zhang, Yanjun, Bai, Guangdong, Li, Xue, Curtis, Caitlin, Chen, Chen and Ko, Ryan K. L. (2020). PrivColl: practical privacy-preserving collaborative machine learning. European Symposium on Research in Computer Security, Guildford, United Kingdom, 14-18 September 2020. Cham, Switzerland: Springer International Publishing. doi: 10.1007/978-3-030-58951-6_20

Li, Zhihui, Yao, Lina, Wang, Sen, Kanhere, Salil, Li, Xue and Zhang, Huaxiang (2020). Adaptive two-dimensional embedded image clustering. The Thirty-Fourth AAAI Conference on Artificial Intelligence, New York, NY, United States, 7-12 February 2020. Palo Alto, CA, United States: AAAI Press.

Li, Xingjuan, Burnham, Samantha, Fripp, Jurgen, Li, Yu, Li, Xue, Fazlollahi, Amir and Bourgeat, Pierrick (2019). Identification of functional connectivity features in depression subtypes using a data-driven approach. International Workshop on Graph Learning in Medical Imaging (GLMI 2019), Shenzhen, China, 17-19 October 2019. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-35817-4_12

Utomo, Chandra Prasetyo, Kurniawati, Hanna, Li, Xue and Pokharel, Suresh (2019). Personalised medicine in critical care using Bayesian reinforcement learning. ADMA 2019: Advanced Data Mining and Applications, Dalian, China, 21–23 November, 2019. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-35231-8_47

Ma, Jingwei, Wen, Jiahui, Zhong, Mingyang, Liu, Liangchen, Li, Chaojie, Chen, Weitong, Yang, Yin, Tu, Hongkui and Li, Xue (2019). DBRec: dual-bridging recommendation via discovering latent groups. CIKM '19, Beijing, China, 3-7 November 2019. New York, NY, United States: Association for Computing Machinery. doi: 10.1145/3357384.3357892

Chen, Hongxu, Yin, Hongzhi, Chen, Tong, Nguyen, Quoc Viet Hung, Peng, Wen-Chih and Li, Xue (2019). Exploiting centrality information with graph convolutions for network representation learning. IEEE 35th International Conference on Data Engineering (ICDE), Macau, China, 8-11 April 2019. Piscataway, NJ United States: IEEE Computer Society. doi: 10.1109/ICDE.2019.00059

Chen, Tong, Yin, Hongzhi, Chen, Hongxu, Yan, Rui, Nguyen, Quoc Viet Hung and Li, Xue (2019). AIR: Attentional intention-aware recommender systems. IEEE 35th International Conference on Data Engineering (ICDE), Macau, China, 8-11 April 2019. Piscataway, NJ United States: IEEE Computer Society. doi: 10.1109/ICDE.2019.00035

Ma, Jingwei, Zhong, Mingyang, Wen, Jiahui, Chen, Weitong, Zhou, Xiaofang and Li, Xue (2019). RecKGC: Integrating Recommendation with Knowledge Graph Completion. 15th International Conference, ADMA 2019, Dalian, China, 21–23 November 2019. Heidelberg, Germany: Springer. doi: 10.1007/978-3-030-35231-8_18

Zhang, Yanjun, Zhao, Xin, Li, Xue, Zhong, Mingyang, Curtis, Caitlin and Chen, Chen (2019). Enabling privacy-preserving sharing of genomic data for GWASs in decentralized networks. Twelfth ACM International Conference on Web Search and Data Mining, Melbourne, VIC, Australia, 11-15 February 2019. New York, NY, United States: Association for Computing Machinery. doi: 10.1145/3289600.3290983

Subpaiboonkit, Sitthichoke, Li, Xue, Zhao, Xin, Scells, Harrisen and Zuccon, Guido (2019). Causality discovery with domain knowledge for drug-drug interactions discovery. 15th International Conference on Advanced Data Mining and Applications, ADMA 2019, Dalian, China, 21–23 November 2019. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-35231-8_46

Ji, Shaoxiong, Pan, Shirui, Long, Guodong, Li, Xue, Jiang, Jing and Huang, Zi (2019). Learning private neural language modeling with attentive aggregation. 2019 International Joint Conference on Neural Networks (IJCNN), Budapest, Hungary, 14-19 July 2019. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/IJCNN.2019.8852464

Al-Maskari, Sanad, Ibrahim, Ibrahim A., Li, Xue, Abusham, Eimad and Almars, Abdulqader (2018). Feature extraction for smart sensing using multi-perspectives transformation. Australasian Database Conference, Gold Coast, QLD, Australia, 24-27 May 2018. Cham, Switzerland: Springer International Publishing. doi: 10.1007/978-3-319-92013-9_19

Zhong, Jiang, Zhang, Pan and Li, Xue (2018). A combined feature approach for speaker segmentation using convolution neural network. 18th Pacific-Rim Conference on Multimedia, PCM 2017, Harbin, China, 28-29 September 2017. Cham, Switzerland: Springer Verlag. doi: 10.1007/978-3-319-77383-4_54

Chen, Hongxu, Wang, Hao, Yin, Hongzhi, Nguyen, Quoc Viet Hung, Wang, Weiqing and Li, Xue (2018). PME: projected metric embedding on heterogeneous networks for link prediction. 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2018, London, United Kingdom, 19 - 23 August 2018. New York, NY, United States: Association for Computing Machinery. doi: 10.1145/3219819.3219986

Li, Qi, Zhong, Jiang, Zheng, Linjiang and Li, Xue (2018). Streaming graph partitioning for large graphs with limited memory. 15th IEEE International Symposium on Parallel and Distributed Processing with Applications and 16th IEEE International Conference on Ubiquitous Computing and Communications, ISPA/IUCC 2017, Guangzhou, China, 12-15 December 2017. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers Inc.. doi: 10.1109/ISPA/IUCC.2017.00193

Chen, Weitong, Wang, Sen, Zhang, Xiang, Yao, Lina, Yue, Lin, Qian, Buyue and Li, Xue (2018). EEG-based motion intention recognition via multi-task RNNs. 2018 SIAM International Conference on Data Mining, SDM 2018, San Diego, CA, United States, 3-5 May 2018. Society for Industrial and Applied Mathematics Publications. doi: 10.1137/1.9781611975321.32

Pokharel, Suresh, Li, Xue, Zhao, Zin, Adhikari, Anoj and Li, Yu (2018). Similarity computing on electronic health records. Pacific Asia Conference on Information Systems, Yokohama, Japan, 26 - 30 June 2018. Pacific Asia Conference on Information Systems.

Almars, Abdulqader, Li, Xue, Ibrahim, Ibrahim A. and Zhao, Xin (2018). Learning Concept Hierarchy from Short Texts Using Context Coherence. 19th International Conference on Web Information Systems Engineering, WISE 2018, Dubai, United Arab Emirates, 12 - 15 November 2018. Heidelberg, Germany: Springer. doi: 10.1007/978-3-030-02922-7_22

Chen, Weitong, Wang, Sen, Long, Guodong, Yao, Lina, Sheng, Quan Z. and Li, Xue (2018). Dynamic Illness Severity Prediction via Multi-task RNNs for Intensive Care Unit. 18th IEEE International Conference on Data Mining, ICDM 2018, Singapore, 17 - 20 November 2018. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICDM.2018.00111

Chen, Tong, Yin, Hongzhi, Chen, Hongxu, Wu, Lin, Wang, Hao, Zhou, Xiaofang and Li, Xue (2018). TADA: trend alignment with dual-attention multi-task recurrent neural networks for sales prediction. 18th IEEE International Conference on Data Mining, ICDM 2018, Singapore, 17-20 November 2018. Piscataway, NJ USA: Institute of Electrical and Electronics Engineers Inc.. doi: 10.1109/ICDM.2018.00020

Chen, Tong, Chen, Hongxu and Li, Xue (2018). Rumor detection via recurrent neural networks: a case study on adaptivity with varied data compositions. 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2018, Melbourne, VIC, Australia, 3 June 2018. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-04503-6_10

Wan, Shuo, Li, Bohan, Zhang, Anman, Wang, Kai and Li, Xue (2018). Vertical and sequential sentiment analysis of micro-blog topic. 14th International Conference on Advanced Data Mining and Applications, ADMA 2018, Nanjing, China, 16-18 November 2018. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-05090-0_30

Chen, Tong, Li, Xue, Yin, Hongzhi and Zhang, Jun (2018). Call attention to rumors: deep attention based recurrent neural networks for early rumor detection. 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2018, Melbourne, VIC, Australia, 3 June 2018. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-04503-6_4

Ibrahim, Ibrahim A., Almars, Abdulqader M., Pokharel, Suresh, Zhao, Xin and Li, Xue (2018). Interesting recommendations based on hierarchical visualizations of medical data. 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2018, Melbourne, VIC Australia, June 3 2018. Heidelberg, Germany: Springer. doi: 10.1007/978-3-030-04503-6_6

Ibrahim, Ibrahim A., Li, Xue, Zhao, Xin, Maskari, Sanad Al, Albarrak, Abdullah M. and Zhang, Yanjun (2018). Automated explanations of user-expected trends for aggregate queries. Pacific-Asia Conference, PAKDD, Melbourne, VIC, Australia, 3-6 June 2018. Cham, Switzerland: Springer International Publishing. doi: 10.1007/978-3-319-93034-3_48

Utomo, Chandra Prasetyo, Li, Xue and Chen, Weitong (2018). Treatment recommendation in critical care: a scalable and interpretable approach in partially observable health states. 39th International Conference on Information Systems, ICIS 2018, San Francisco, CA United States, 13-16 December 2018. Atlanta, GA United States: Association for Information Systems.

Wang, Sen, Nie, Feiping, Chang, Xiaojun, Li, Xue, Sheng, Quan Z. and Yao, Lina (2017). Uncovering locally discriminative structure for feature analysis. 15th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2016, Riva del Garda, Italy, 19 - 23 September 2016. Cham, Switzerland: Springer. doi: 10.1007/978-3-319-46128-1_18

Li, Xue, Zhao, Xin and Zhong, Mingyang (2017). Advancing public health genomics. 2016 International Workshop on Big Data and Information Security, IWBIS 2016, Jakarta, Indonesia, 18 - 19 October 2016. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/IWBIS.2016.7872883

Chen, Hongxu, Yin, Hongzhi, Li, Xue, Wang, Meng, Chen, Weitong and Chen, Tong (2017). People opinion topic model: opinion based user clustering in social networks. International Conference on World Wide Web Companion, Perth, Australia, 3-7 April 2017. Geneva, Switzerland: International World Wide Web Conferences Steering Committee. doi: 10.1145/3041021.3051159

Ruan, Wenjie, Xu, Peipei, Sheng, Quan Z., Falkner, Nickolas J. G., Li, Xue and Zhang, Wei Emma (2017). Recovering Missing Values from Corrupted Spatio-Temporal Sensory Data via Robust Low-Rank Tensor Completion. 22nd International Conference on Database Systems for Advanced Applications (DASFAA), Suzhou Peoples R China, Mar 27-30, 2017. CHAM: SPRINGER INTERNATIONAL PUBLISHING AG. doi: 10.1007/978-3-319-55753-3_38

Li, Xingjuan, Li, Yu and Li, Xue (2017). Predicting clinical outcomes of Alzheimer’s disease from complex brain networks. 13th International Conference on Advanced Data Mining and Applications, ADMA 2017, Singapore,, November 5, 2017-November 6, 2017. CHAM: Springer Verlag. doi: 10.1007/978-3-319-69179-4_36

Wu, Lin, Haynes, Michele, Smith, Andrew, Chen, Tong and Li, Xue (2017). Generating life course trajectory sequences with recurrent neural networks and application to early detection of social disadvantage. Advanced Data Mining and Applications 13th International Conference, Singapore, November 5–6, 2017. Heidelberg, Germany: Springer . doi: 10.1007/978-3-319-69179-4_16

Zheng, Wei, Li, Bohan, Wang, Yanan, Yin, Hongzhi, Li, Xue, Guan, Donghai and Qin, Xiaolin (2017). Group recommender model based on preference interaction. 13th International Conference on Advanced Data Mining and Applications, ADMA 2017, Singapore, Singapore, 5–6 November 2017. Heidelberg, Germany: Springer Verlag. doi: 10.1007/978-3-319-69179-4_10

Wang, Meng, Zhang, Jiaheng, Liu, Jun, Hu, Wei, Wang, Sen, Li, Xue and Liu, Wenqiang (2017). PDD graph: bridging electronic medical records and biomedical knowledge graphs via entity linking. The Semantic Web – ISWC 2017: 16th International Semantic Web Conference Vienna, Austria, October 21–25, 2017 Proceedings, Part II, Vienna, Austria, 21-25 October 2017. Cham, Switzerland: Springer Nature. doi: 10.1007/978-3-319-68204-4_23

Almars, Abdulqader, Li, Xue, Zhao, Xin, Ibrahim, Ibrahim A., Yuan, Weiwei and Li, Bohan (2017). Structured sentiment analysis. 13th International Conference on Advanced Data Mining and Applications, ADMA 2017, Singapore, Singapore, 5–6 November 2017. Heidelberg, Germany: Springer Verlag. doi: 10.1007/978-3-319-69179-4_49

Haryanto, Toto, Suhartanto, Hem and Lie, Xue (2017). Past, present, and future trend of GPU computing in deep learning on medical images. 9th International Conference on Advanced Computer Science and Information Systems (ICACSIS), Jakarta, Indonesia, 28-29 October 2017. Piscataway, NJ, United States: IEEE. doi: 10.1109/ICACSIS.2017.8355007

Li, Xue (2016). Opinion search engine. 14th Australasian Data Mining Conference, AusDM 2016, Canberra, ACT, Australia, 6 - 8 December 2016. Brisbane, QLD, Australia: Australian Computer Society.

Yao, Lina, Sheng, Quan Z., Li, Xue, Wang, Sen, Gu, Tao, Ruan, Wenjie and Zou, Wan (2016). Freedom: online activity recognition via dictionary-based sparse representation of RFID sensing data. 15th IEEE International Conference on Data Mining, ICDM 2015, Atlantic City, United States, 14-17 November 2015. Piscataway, NJ, United States: IEEE. doi: 10.1109/ICDM.2015.102

Yao, Lina, Sheng, Quan Z., Ruan, Wenjie, Li, Xue, Wang, Sen and Yang, Zhi (2016). Unobtrusive posture recognition via online learning of multi-dimensional RFID received signal strength. 2015 IEEE 21st International Conference on Parallel and Distributed Systems, ICPADS 2015, Melbourne, Victoria, Australia, 14- 17 December 2015. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICPADS.2015.23

Yao, Lina, Nie, Feiping, Sheng, Quan Z., Gu, Tao, Li, Xue and Wang, Sen (2016). Learning from less for better: semi-supervised activity recognition via shared structure discovery. 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, UbiComp 2016, Heidelberg, Germany, 12-16 September 2016. New York, NY, United States: Association for Computing Machinery. doi: 10.1145/2971648.2971701

Wang, Xianzhi, Sheng, Quan Z., Yao, Lina, Li, Xue, Fang, Xiu Susie, Xu, Xiaofei and Benatallah, Boualem (2016). Empowering truth discovery with multi-truth prediction. 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, United States, 24 - 28 October 2016. New York, NY, United States: ACM. doi: 10.1145/2983323.2983767

Ruan, Wenjie, Xu, Peipei, Sheng, Quan Z., Tran, Nguyen Khoi, Falkner, Nickolas J. G., Li, Xue and Zhang, Wei Emma (2016). When sensor meets tensor: filling missing sensor values through a tensor approach. 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, United States, 24 - 28 October 2016. New York, NY, United States: ACM. doi: 10.1145/2983323.2983900

Ruan, Wenjie, Sheng, Quan Z., Xu, Peipei, Tran, Nguyen Khoi, Falkner, Nickolas J. G., Li, Xue and Zhang, Wei Emma (2016). Forecasting seasonal time series using weighted gradient RBF network based autoregressive model. 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, United States, 24 - 28 October 2016. New York, NY, United States: ACM. doi: 10.1145/2983323.2983899

Wang, Xianzhi, Sheng, Quan Z., Yao, Lina, Li, Xue, Fang, Xiu Susie, Xu, Xiaofei and Benatallah, Boualem (2016). Truth discovery via exploiting implications from multi-source data. 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, United States, 24 - 28 October 2016. New York, NY, United States: ACM. doi: 10.1145/2983323.2983791

Al-Maskari, Sanad, Belisle, Eve, Li, Xue, Le Digabel, Sebastien, Nawahda, Amin and Zhong, Jiang (2016). Classification with quantification for air quality monitoring. 20th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2016, Auckland, New Zealand, 19 - 22 April 2016. Heidelberg, Germany: Springer. doi: 10.1007/978-3-319-31753-3_46

Utomo, Chandra, Li, Xue and Wang, Sen (2016). Classification based on compressive multivariate time series. 27th Australasian Database Conference on Databases Theory and Applications, ADC 2016, Sydney Australia, 28-29 September 2016. Heidelberg, Germany: Springer. doi: 10.1007/978-3-319-46922-5_16

Tang, Xin, Huang, Wei, Li, Xue, Li, Shengli and Liu, Yuewen (2016). Outlier detection via minimum spanning tree. Pacific Asia Conference on Information Systems, PACIS, Chiayi, Taiwan, 27 June - 1 July 2016. Pacific Asia Conference on Information Systems.

Li, Jinyan, Li, Xue and Wang, Shuliang (2016). Preface. 12th International Conference on Advanced Data Mining and Applications, ADMA 2016, Gold Coast, QLD, Australia, 12 - 15 December 2016. Berlin, Germany: Springer Verlag. doi: 10.1007/978-3-319-49586-6

Unankard, Sayan, Li, Xue and Long, Guodong (2015). Invariant event tracking on social networks. 20th International Conference on Database Systems for Advanced Applications, DASFAA 2015, Hanoi, Vietnam, 20-23 April 2015. Heidelberg, Germany: Springer. doi: 10.1007/978-3-319-18123-3_31

Yao, Lina, Sheng, Quan Z., Ruan, Wenjie, Gu, Tao, Li, Xue, Falkner, Nickolas J.G. and Yang, Zhi (2015). RF-care: device-free posture recognition for elderly people using a passive RFID tag array. 12th International Conference on Mobile and Ubiquitous Systems, Coimbra, Portugal, 22-24 July 2015. ICST. doi: 10.4108/icst.mobiquitous.2015.260064

Wang, Sen, Nie, Feiping, Chang, Xiaojun, Yao, Lina, Li, Xue and Sheng, Quan Z. (2015). Unsupervised feature analysis with class margin optimization. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Porto, Portugal, 7-11 September 2015. Cham, Switzerland: Springer. doi: 10.1007/978-3-319-23528-8_24

Wang, Xianzhi, Sheng, Quan Z., Fang, Xiu Susie, Yao, Lina, Xu, Xiaofei and Li, Xue (2015). An integrated Bayesian approach for effective multi-truth discovery. 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, Australia, 19-23 October 2015. New York, NY United States: The Association for Computing Machinery. doi: 10.1145/2806416.2806443

Wang, Xianzhi, Sheng, Quan Z., Fang, Xiu Susie, Li, Xue, Xu, Xiaofei and Yao, Lina (2015). Approximate truth discovery via problem scale reduction. 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC Australia, 19-23 October 2015. New York, NY United States: The Association for Computing Machinery. doi: 10.1145/2806416.2806444

Ruan, Wenjie, Yao, Lina, Sheng, Quan Z., Falkner, Nickolas J.G., Li, Xue and Gu, Tao (2015). TagFall: Towards Unobstructive Fine-Grained Fall Detection based on UHF Passive RFID Tags. MOBIQUITOUS 2015, Coimbra, Portugal, 22-24 July 2015. Gent, Belgium: ICST. doi: 10.4108/eai.22-7-2015.2260072

Yao, Lina, Sheng, Quan Z., Ngu, Anne H. H., Ashman Helen and Li, Xue (2014). Exploring recommendations in Internet of Things. 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2014, Gold Coast, QLD Australia, 6-11 July 2014. New York, NY United States: Association for Computing Machinery. doi: 10.1145/2600428.2609458

Unankard, Sayan, Li, Xue, Sharaf, Mohamed, Zhong, Jiang and Li, Xueming (2014). Predicting elections from social networks based on sub-event detection and sentiment analysis. 15th International Conference on Web Information Systems Engineering (WISE 2014), Thessaloniki, Greece, 12-14 October 2014. Heidelberg, Germany: Springer. doi: 10.1007/978-3-319-11746-1_1

Chang, Xiaojun, Shen, Haoquan, Wang, Sen, Liu, Jiajun and Li, Xue (2014). Semi-supervised feature analysis for multimedia annotation by mining label correlation. 18th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2014, Tainan, Taiwan, 13 - 16 May 2014. Heidelberg, Germany: Springer. doi: 10.1007/978-3-319-06605-9_7

Xu, Pei, Liu, Qihe, Ye, Mao, Yang, Yi, Li, Xue and Ding, Jian (2014). Dynamic background learning through deep auto-encoder networks. 2014 ACM Conference on Multimedia, MM 2014, Orlando, FL, United States, 3 - 7 November 2014. New York, NY, United States: Association for Computing Machinery. doi: 10.1145/2647868.2654914

Al-Maskari, Sanad, Li, Xue and Liu, Qihe (2014). An effective approach to handling noise and drift in electronic noses. 25th Australasian Database Conference, ADC 2014, Brisbane, QLD Australia, 14 - 16 July2014. Heidelberg, Germany: Springer. doi: 10.1007/978-3-319-08608-8_21

Nahar, Vinita, Al-Maskari, Sanad, Li, Xue and Pang, Chaoyi (2014). Semi-supervised learning for cyberbullying detection in social networks. 25th Australasian Database Conference, ADC 2014, Brisbane, QLD, 14 - 16 July2014. Heidelberg, Germany: Springer. doi: 10.1007/978-3-319-08608-8_14

Chen, Ling, Li, Xue, Wang, Sen, Hu, Hsiao-Yun, Huang, Nicole, Sheng, Quan Z. and Sharaf, Mohamed (2014). Mining personal health index from annual geriatric medical examinations. 2014 IEEE International Conference on Data Mining, Shenzhen, China, 14-17 December 2014. Piscataway, NJ, United States: IEEE. doi: 10.1109/ICDM.2014.32

Yao, Lina, Ruan, Wenjie, Sheng, Quan Z., Li, Xue and Falkner, Nicholas J.G. (2014). Exploring tag-free RFID-based passive localization and tracking via learning-based probabilistic approaches. 23rd ACM International Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, 3-7 November 2014 . New York, NY, United States: Association for Computing Machinery. doi: 10.1145/2661829.2661873

Ruan, Wenjie, Yao, Lina, Sheng, Quan Z., Falkner, Nickolas J.G. and Li, Xue (2014). TagTrack: device-free localization and tracking using passive RFID tags. 11th International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, London, United Kingdom, 2-5 December 2014. ICST. doi: 10.4108/icst.mobiquitous.2014.258004

Gollapalli, Mohammed and Li, Xue (2013). A framework of Ontology Guided Data Linkage for evidence based knowledge extraction and information sharing. 2013 IEEE 29th International Conference on Data Engineering Workshops, ICDEW 2013, Brisbane, QLD, Australia, 8-11 April 2013. Piscataway, NJ, United States: IEEE. doi: 10.1109/ICDEW.2013.6547467

Yao, Lina, Sheng, Quan Z., Gao, Byron J., Ngu, Anne H. H. and Li, Xue (2013). A model for discovering correlations of ubiquitous things. 13th IEEE International Conference on Data Mining, ICDM 2013, Dallas, TX United States, 7 - 10 December 2013. Piscataway, NJ United States: I E E E. doi: 10.1109/ICDM.2013.87

Wang, Sen, Xu, Zhongwen, Yang, Yi, Li, Xue, Pang, Chaoyi and Haumptmann, Alexander G. (2013). Fall detection in multi-camera surveillance videos: experimentations and observations. 1st ACM International Workshop on Multimedia Indexing and Information Retrieval for Heathcare (MIIRH 2013), Barcelona, Spain, 22 October 2013. New York, United States: ACM. doi: 10.1145/2505323.2505331

Zhao, Xin, Li, Xue, Pang, Chaoyi, Zhu, Xiaofeng and Sheng, Quan Z. (2013). Online human gesture recognition from motion data streams. 21st ACM International Conference on Multimedia, MM 2013, Barcelona, Spain, 21-25 October 2013. New York, NY, United States: ACM. doi: 10.1145/2502081.2502103

Unankard, Sayan, Li, Xue and Sharaf, Mohamed A. (2013). Location-based emerging event detection in social networks. 15th Asia-Pacific Web Conference (APWeb), 2013, Sydney, Australia, 4-6 April, 2013. Berlin & Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-37401-2_29

Zhao, Xin, Wang, Sen, Li, Xue and Zhang, Hao Lan (2013). Online action recognition by template matching. 2nd International Conference on Health Information Science, HIS 2013, London, United Kingdom, 25-27 March 2013. Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-37899-7_25

Li, Peng, Chen, Ling, Li, Xue and Wen, Junhao (2013). RNRank: Network-based ranking on relational tuples. 2013 International Workshop on Behavior and Social Informatics and Computing, BSIC 2013, Beijing, Peoples R China, 3 - 9 August 2013. Heidelberg, Germany: Springer. doi: 10.1007/978-3-319-04048-6_13

Zhao, Peng, Li, Xue and Wang, Ke (2013). Feature extraction from micro-blogs for comparison of products and services. 14th International Conference on Web Information Systems Engineering, WISE 2013, Nanjing, China, 13 -15 October 2013. Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-41230-1_7

Chen, L., Li, X. and Han, J. (2013). MedRank: Discovering influential medical treatments from literature by information network analysis. 24th Australasian Database Conference, ADC 2013, Adelaide, Australia, 29 January 2013 - 1 February 2013. Sydney, NSW, Australia: Australian Computer Society.

Nahar, Vinita, Li, Xue, Pang, Chaoyi and Zhang, Yang (2013). Cyberbullying Detection based on text-stream classification. 11th Australasian Data Mining Conference - AusDM'13, Canberra, Australia, 13-15 November 2013. Brisbane QLD Australia: Australian Computer Society.

Li, Xue, Sheng, Quan Z., Pang, Chaoyi, Zhao, Xin and Wang, Sen (2013). Effective approaches in human action recognition. 2013 International Conference on Advanced Computer Science and Information Systems (ICACSIS), Bali, Indonesia, 28-29 September 2013. Piscataway, NJ, United States: IEEE Computer Society. doi: 10.1109/ICACSIS.2013.6761544

Hussein, Asmaa S., Omar, Wail M., Li, Xue and Ati, Modafar (2012). Efficient Chronic Disease Diagnosis prediction and recommendation system. 2012 IEEE EMBS International Conference on Biomedical Engineering and Sciences (IECBES), Langkawi, Malaysia, 17-19 December 2012. Piscataway, NJ, United States: IEEE. doi: 10.1109/IECBES.2012.6498117

Unankard, Sayan, Chen, Ling, Li, Peng, Wang, Sen, Huang, Zi, Sharaf, Mohamed A. and Li, Xue (2012). On the prediction of re-tweeting activities in social networks – a report on WISE 2012 Challenge. 13th International Conference on Web Information Systems Engineering (WISE 2012), Paphos, Cyprus, 28 - 30 November 2012. Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-35063-4_61

Wang, Sen, Yang, Yi, Ma, Zhigang, Li, Xue, Pang, Chaoyi and Hauptmann, Alexander G. (2012). Action recognition by exploring data distribution and feature correlation. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Providence, RI, United States, 16-21 June 2012. Washington, DC, United States: I E E E Computer Society. doi: 10.1109/CVPR.2012.6247823

Cai, Hongyun, Huang, Zi, Shao, Jie and Li, Xue (2012). Context sensitive tag expansion with information inference. 17th International Conference on Database Systems for Advanced Applications, DASFAA 2012, Busan, South Korea, 15-19 April 2012. Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-29038-1_32

Nahar, Vinita, Unankard, Sayan, Li, Xue and Pang, Chaoyi (2012). Sentiment analysis for effective detection of cyber bullying. 14th Asia-Pacific Web Conference, APWeb 2012, Kunming, China, 11-13 April 2012. Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-29253-8_75

Li, Xue and Chen, Ling (2011). Recommendations based on network analysis. 2011 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2011, Jakarta, Indonesia, 17-18 December 2011. Piscataway, NJ, United States: IEEE.

Thien Wan, Au, Sadiq, Shazia and Li, Xue (2011). Exploratory study on learners' experience in an eLearning system. 17th Americas Conference on Information Systems (AMCIS 2011), Detroit, MI, United States, 4-7 August 2011. Atlanta, GA, United States: Association for Information Systems.

Gollapalli, Mohammed, Li, Xue, Wood, Ian and Governatori, Guido (2011). Approximate record matching using hash grams. 2011 IEEE 11th International Conference on Data Mining (ICDM 2011), Vancouver Canada, 11-14 December 2011. Piscataway, NJ, United States: IEEE. doi: 10.1109/ICDMW.2011.33

Gollapalli, Mohammed, Li, Xue, Wood, Ian and Governatori, Guido (2011). Ontology guided data linkage framework for discovering meaningful data facts. 7th International Conference on Advanced Data Mining and Applications (ADMA 2011), Beijing, China, 17-19 December 2011. Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-25856-5_19

He, Jiazhen, Zhang, Yang, Li, Xue and Wang, Yong (2011). Bayesian classifiers for positive unlabeled learning. 12th International Conference on Web-Age Information Management, WAIM 201, Wuhan, China, 14 - 16 September 2011. Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-23535-1_9

Wan, Au Thien, Sadiq, Shazia and Li, Xue (2011). Exploratory study on learners' experience in an elearning system. 17th Americas Conference on Information Systems 2011, AMCIS 2011, Detroit, Michigan, August 4-8, 2011.

Li, Guohe, Wu, Weijiang, Li, Hongqi and Li, Xue (2011). Selection of continuous features based on distribution of objects. 2011 3rd International Workshop on Intelligent Systems and Applications, ISA 2011, Wuhan, China, 28-29 May 2011. Piscataway, NJ, United States: IEEE. doi: 10.1109/ISA.2011.5873248

Qin, XJ, Zhang, Y, Li, X and Wang, Y (2010). Associative classifier for uncertain data. 11th International Conference on Web-Age Information Management (WAIM 2010), Jiuzhaigou, China, 15-17 July 2010. Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-14246-8_66

Pan, SR, Wu, KA, Zhang, Y and Li, X (2010). Classifier ensemble for uncertain data stream classification. 14th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2010), Hyderabad, India, 21-24 June 2010. Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-13657-3_52

He, Jiazhen, Zhang, Yang, Li, Xue and Wang, Yong (2010). Naive Bayes classifier for positive unlabeled learning with uncertainty. The Tenth SIAM International Conference on Data Mining (SDM10), Columbus, Ohio, United States, 29 April - 1 May 2010. Philadelphia, PA, United States: Society for Industrial and Applied Mathematics (SIAM). doi: 10.1137/1.9781611972801.32

Wan, Au Thien, Sadiq, Shazia and Li, Xue (2010). On improving learning outcomes through sharing of learning experiences. 10th IEEE International Conference on Advanced Learning Technologies, ICALT 2010, Sousse, Tunisia, 5-7 July 2010. Piscataway, NJ, United States: IEEE Computer Society Conference Publishing Services (CPS). doi: 10.1109/ICALT.2010.134

Zhong, Jiang, Deng, Xiongbing, Liu, Jie, Li, Xue and Liang, Chuanwei (2010). A novel Chinese text feature selection method based on probability latent semantic analysis. The Seventh International Symposium on Neural Networks (ISNN 2010), Shangai, China, 6-9 June, 2010. Berlin & Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-13318-3_35

Li, Chen, Zhang, Yang and Li, Xue (2009). OcVFDT: One-class very fast decision tree for one-class classification of data streams. 3rd International Workshop on Knowledge Discovery from Sensor Data, SensorKDD'09 in Conjunction with the 15th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD-09, Paris, France, 28 June 2009. New York, NY United States: ACM Press. doi: 10.1145/1601966.1601981

Dingyi Chen, Xue Li, Jing Liu and Xia Chen (2009). Ranking-Constrained Keyword Sequence Extraction from Web Documents. 20th Australasian Database Conference (ADC 2009), Wellington, New Zealand, Jan 2009. NSW, Aust: Australian Computer Society.

Mahinderjit-Singh, Manmeet and Li, Xue (2009). Computational model for trust management in RFID supply chains. The 2009 IEEE International Symposium on Trust, Security and Privacy for Pervasive Applications, Macau, China, 12-15 October 2009. Piscataway NJ, USA: IEEE. doi: 10.1109/MOBHOC.2009.5336926

Mahinderjit-Singh, Manmeet and Li, Xue (2009). Trust framework for RFID tracking in supply chain management. 3rd International Workshop on RFID Technology - Concepts, Applications, Challenges, Milan, Italy, 6-7 May 2009. Portugal: INSTICC Press.

Au, Thien Wan, Sadiq, Shazia and Li, Xue (2009). Learning from experience: Can e-learning technology be used as a vehicle?. ICEL 2009: 4th International Conference on e-Learning, Toronto, Canada, 16-17 June 2009. Reading, U.K.: Academic Publishing.

Huanh, Zi, Shen, Heng Tao, Song, Dawei, Li, Xue and Rueger, Stefan (2009). Dimension-specific search for multimedia retrieval. 14th International Conference, DASFAA 2009, Brisbane, Australia, 21-23 April 2009. Berlin, Germany; New York, U.S.A.: Springer. doi: 10.1007/978-3-642-00887-0

Au, Thien Wan, Sadiq, Shazia and Li, Xue (2009). Learning from experience: can e-learning technology be used as a vehicle?. 4th International Conference on e-Learning, ICEL 2009, Toronto, Canada, 16-17 July 2009.

Zhang, Y., Li, X. and Orlowska, M. E. (2008). One-class classification of text streams with concept drift. IEEE International Conference on Data Mining Workshops 2008 (ICDMW '08), Pisa, Italy, 15-19 December 2008. Piscataway, NJ, U.S.A.: IEEE. doi: 10.1109/ICDMW.2008.54

Nguyen, Son N., Orlowska, Maria E. and Li, Xue (2008). Graph mining based on a data partitioning approach. Australasian Database Conference (ADC2008), Wollongong, Australia, 22-25 January 2008. Sydney, Australia: Australian Computer Society.

Natwichai, J., Sun, X. and Li, X. (2008). Data reduction approach for sensitive associative classification rule hiding. Database Technologies 2008, Wollongong, Australia, 22-25 Jan 2008. Sydney: Australian Computer Soc Inc.

Zhu, Y., Ye, M., Liu, N., Zhao, X. and Li, X. (2008). An Intrinsic Subsequence Decomposition Algorithm for Network Intrusion Detection. Fourth International Conference on Natural Computation, 2008, Jinan, PR China, 18-20 Oct 2008. Los Alamatis, California: IEEE Computer Society. doi: 10.1109/ICNC.2008.101

Harnsamut, N., Natwichai, J., Sun, X. and Li, X. (2008). Data Quality in Privacy Preservation for Associative Classification. Fourth International Conference on Advanced Data Mining and Applications (ADAMA 2008), Chengu, China, 8-10 Oct 2008. Berlin Heidelberg, Germany: Springer Verlag. doi: 10.1007/978-3-540-88192-6_12

Natwichai, J., Sun, X. and Xue, Li (2008). A heuristic data reduction approach for associative classification rule hiding. PRICAI 2008: Tenth Pacific Rim International Conference on Artificial Intelligence, Hanoi, Vietnam, 15-19 December 2008. Berlin, Germany: Springer Verlag. doi: 10.1007/978-3-540-89197-0_16

Derakhshan, Roozbeh, Orlowska, Maria E. and Li, Xue (2007). RFID data management: Challenges and opportunities. IEEE International Conference on RFID 2007, Grapevine, Texas, USA, 26-28 March 2007. Piscatawa, NJ, United States: IEEE. doi: 10.1109/RFID.2007.346166

Ye, Mao, Gao, Zengan and Li, Xue (2007). Blind separation of positive signals by using genetic algorithm. 4th International Symposium on Neural Networks, ISNN 2007, Nanjing, China, 3-7 June, 2007. Germany: Springer-Verlag. doi: 10.1007/978-3-540-72395-0_91

Ma, S., Li, X., Ding, Y. and Orlowska, M. (2007). A recommender system with interest-drifting. 8th International Conference on Web Information Systems Engineering, Nancy, France, 3-7 December 2007. Berlin, Germany: Springer-Verlag. doi: 10.1007/978-3-540-76993-4_55

Sun, X., Chang, M., Li, X. and Orlowska, M. (2007). Discovering correlated items in data streams. 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2007), Nanjing, China, 22-25 May 2007. Berlin, Germany: Springer-Verlag. doi: 10.1007/978-3-540-71701-0_27

Ye, M., Li, X. and Orlowska, M. (2007). Supervised dimensionality reduction on streaming data. Fourth International Conference on Fuzzy Systems and Knowledge Discovery 2007 (FSKD 2007), Haikou, China, 24-27 August 2007. Los Alamitos, CA, U.S.A.: IEEE Computer Society. doi: 10.1109/FSKD.2007.548

Wang, Qing, Dong, Zhao Yang, Li, X.ue, Zhao, Junhua and Wong, Kit Po (2007). An effective approach to predicting electricity market price spikes. 2007 IEEE Power Engineering Society General Meeting, Tampa, Florida, USA, 24-28 June 2007. Piscataway, NJ, United States: IEEE. doi: 10.1109/PES.2007.385852

Ali, Mohsin, Dong, Zhao Yang, Zhang, Pei and Li, Xue (2007). Probabilistic transient stability analysis using grid computing technology. 2007 IEEE Power Engineering Society General Meeting, Tampa, Florida, USA, 24-28 June, 2007. Piscataway, NJ, United States: IEEE. doi: 10.1109/PES.2007.385837

Zhao, Jun Hua, Li, Xue and Dong, Zhao Yang (2007). Online rare events detection. 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2007, Nanjing, May 22, 2007-May 25, 2007. Springer Verlag. doi: 10.1007/978-3-540-71701-0_126

Ali, M., Dong, Z. Y., Li, X. and Zhang, P. (2006). A grid computing based approach for probabilistic load flow analysis. 7th IET International Conference on Advances in Power System Control, Operation and Management, APSCOM 2006, , , October 30, 2006-November 2, 2006. IEE. doi: 10.1049/cp:20062127

Natwichai, J., Li, X and Orlowska, M E (2006). A reconstruction-based algorithm for classification rules hiding. 17th Australasian Database Conference (ADC2006), Tasmania, Australia, 16-19 January, 2006. New South Wales: Australian Computer Society Inc..

Ding, Y. H., Li, X and Orlowska, M E (2006). Recency-based collaborative filtering. 17th Australasian Database Conference (ADC2006), Tasmania, Australia, 16-19 January 2006. New South Wales: Australian Computer Society.

Bray, J., Verma, B,, Li, X. and He, W. (2006). A neural network based technique for automatic classification of road cracks. International Joint conference on Neural Networks 2006 (IJCNN '06), Vancouver, Canada, 16-21 July 2006. Piscatawa, NJ, U.S.A.: IEEE - Institute of Electrical Electronics Engineers Inc.. doi: 10.1109/IJCNN.2006.246782

Yan, Xin, Song, Dawei and Li, Xue (2006). Concept-based document readability in domain specific information retrieval. CIKM'06 Fifteenth Conference on Information and Knowledge Management, Arlington, Virginia, USA, 5-11 November 2006. USA: ACM. doi: 10.1145/1183614.1183692

Sun, X., Orlowska, M E and Li, X (2006). Finding frequent itemsets in high-speed data streams. 2006 6th SIAM International Conference on Data Mining, Maryland, USA, 20-22 April, 2006. USA: Society for Industrial & Applied Mathematics (SIAM).

Ali, M, Dong, Z Y, Li, X and Zhang, P. (2006). A grid computing based approach for probablisitic load flow analysis. 7th International Conference on Advances in Power System Control, Operation and Management, Hong Kong, 30 October - 2 November, 2006. Hong Kong: The Institution of Engineering and Technology Hong Kong.

Yan, X, Li, X and Song, (2006). Document generality: its computation for ranking. Seventeenth Australiasian Database Conference (ADC2006), Hobart, Australia, 16-19 January, 2006. Tasmania, Australia: Australian Computer Society Inc..

Ali, M., Dong, Z. Y., Li, X. and Zhang, P. (2006). RSA-Grid: A grid computing based framework for power system reliability and security analysis. 2006 IEEE Power Engineering Society General Meeting, Montreal, Canada, 18-22 June 2006. Piscataway, NJ, United States: IEEE. doi: 10.1109/pes.2006.1709374

Xu, Z., Ali, M., Dong, Z. Y. and Li, X. (2006). A novel grid computing approach for probabilistic small signal analysis. 2006 IEEE Power Engineering Society General Meeting, Montreal, Canada, 18-22 June, 2006. Piscataway, NJ, United States: IEEE. doi: 10.1109/pes.2006.1709449

Ye, Mao, Li, Xue, Yang, Chengfu and Gao, Zengan (2006). Convergence analysis of a discrete-time single-unit gradient ICA algorithm. Springer Verlag. doi: 10.1007/11759966_168

Zhao, Jun Hua, Dong, Zhao Yang and Li, Xue (2006). Electricity price forecasting with effective feature preprocessing. 2006 IEEE Power Engineering Society General Meeting, Montreal Canada, 18-22 June 2006. Piscataway, NJ United States: IEEE. doi: 10.1109/PES.2006.1709407

Li, Xue, Zaïane, Osmar R. and Li, Zhanhuai (2006). Advanced Data Mining and Applications: Second International Conference, ADMA 2006 Xi'an, China, August 14-16, 2006 Proceedings. Springer Verlag.

Ding, Yi and Li, Xue (2005). Time weight collaborative filtering. 14th ACM International Conference on Information and Knowledge Management (CIKM'05), Bremen, Germany, 31 October - 5 November 2005. New York, United States: Association for Computing Machinery. doi: 10.1145/1099554.1099689

Liu, Z., Li, X. and Dong, Z. Y. (2005). Direct fingerprinting on multicasting compressed video. 11th International conference on Multimedia Modelling, MMM05, Melbourne, Australia, 12-14 January, 2005. Piscataway NJ USA: IEEE Computer Society. doi: 10.1109/MMMC.2005.35

Natwichai, Juggapong, Li, Xue and Orlowska, Maria E. (2005). Hiding Classification Rules for Data Sharing with Privacy Preservation. 7th International Conference on Data Warehousing and Knowledge Discovery, Copenhagen, Denmark, 22-26 August, 2005. Germany: Springer. doi: 10.1007/11546849_46

Zhao, J., Dong, Z. Y., Li, X. and Wong, K.P (2005). A general method for electricity market price spike analysis. IEEE Power Engineering Society General Meeting, San Francisco, USA, 12-16 July 2005. USA: IEEE.

Chen, D., Li, X., Dong, Z. Y. and Chen, X. (2005). Determining the fitness of a document model by using conflict instances. 16th Australasian Database Conference (ADC 2005), Newcastle, Australia, 31 January - 3 February 2005. Sydney, Australia: Australian Computer Society Inc..

Ali, M., Dong, Z. Y., Li, X. and Zhang, P. (2005). Applications of grid computing in power systems. Australasian Universities Power Engineering Conference 2005, Hobart, Australia, 25-28 September 2005. Hobart, Australia: AUPEC 2005.

Chen, D., Li, X., Dong, Z. Y. and Chen, X. (2005). Effectiveness of document representation for classification. 7th International Conference on Data Warehousing and Knowledge Discovery, Copenhagen, Denmark, 22-26 August, 2005. Berlin Heidelberg, Germany: Springer. doi: 10.1007/11546849

Barajas, J. and Li, X. (2005). Collaborative filtering on data streams. 9th European Conference on Principles & Practice of Knowledge Discovery on Databases, Porto, Portugal, 3-7 October, 2005. Germany: Springer-Verlag. doi: 10.1007/11564126_42

Ali, Mohsin, Li, Xue and Dong, Zhao Yang (2005). Efficient spatial clustering algorithm using binary tree. Sixth International Conference on Intelligent Data Engineering and Automated Learning - IDEAL '05, Brisbane, Australia, 6-8 July 2005. Berlin, Germany: Springer. doi: 10.1007/11508069_39

Sun, Xingzhi, Orlowska, Maria E. and Li, Xue (2005). Finding temporal features of event-oriented patterns. The 9th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 05), Hanoi, Vietnam, 18-20 May 2005. Berlin, Germany: Springer. doi: 10.1007/11430919_91

Yan, X., Li, X. and Song, D. (2005). Document re-ranking by generality in bio-medical information retrieval. 6th International Conference on Web Information Systems Engineering, New York, USA, 20-22 November, 2005. Berlin, Germany: Springer-Verlag. doi: 10.1007/11581062_28

Liu, Zheng and Li, Xue (2004). Motion vector encryption in multimedia streaming. The Tenth International Conference on Multimedia Modelling, Brisbane, Australia, 5-7 January 2004. Los Alamitos, California, U.S.A.: IEEE Computer Society. doi: 10.1109/MULMM.2004.1264968

Liu, Z., Li, X. and Dong, Z. Y. (2004). Multimedia authentication with sensor-based watermarking. The Multimedia and Security Workshop 2004, Magdeburg, Germany, 20-21 September, 2004. New York: The Association for Computing Machinery. doi: 10.1145/1022431.1022458

Liu, Zeng, Li, Xue and Dong, Zhaoyang (2004). A lightweight encryption algorithm for mobile online multimedia devices. The Fifth International Conference on Web Information Systems Engineering (WISE 2004), Brisbane, Australia, 22-24 November 2004. Berlin, Germany: Springer-Verlag.

Natwichai, Juggapong and Li, Xue (2004). Knowledge maintenance on data streams with concept drifting. First International Symposium on Computational and Information Science (CIS 2004), Shanghai, China, 16-18 December 2004. Berlin; Heidelberg, Germany: Springer Berlin / Heidelberg. doi: 10.1007/b104566

Liu, Zheng, Li, Xue and Dong, Zhaoyang (2004). A sensor-based multimedia authentication system. The 2004 IEEE International Conference on Multimedia and Expo (ICME 2004), Taipei, Taiwan, 27-30 June 2004. Los Alamitos, CA, U.S.A.: IEEE Communications Society. doi: 10.1109/ICME.2004.1394357

Liu, Z., Li, X. and Dong, Z. Y. (2004). Enhancing security of frequency domain video encryption. The Twelfth ACM International Conference on Multimedia, New York, 10-16 October, 2004. New York: The Association for Computing Machinery. doi: 10.1145/1027527.1027597

Sorbello, M., Dong, Z. Y. and Li, X. (2004). On the development of a web electricity market simulator. The Australasian Universities Power Engineering Conference 2004, Brisbane, 26-29 September, 2004. Brisbane: AUPEC.

Chen, D., Li, X., Dong, Z. Y. and Smith, P.A. (2004). Interactive email filtering: Learning from misclassified examples. The 2004 IEEE Conference on Cybernetics and Intelligent Systems, Singapore, 1-3 December, 2004. Los Alamitos, CA, U.S.A.: IEEE. doi: 10.1109/ICCIS.2004.1460736

Chen, X., Orlowska, M. E. and Li, X. (2004). A new framework of privacy preserving data sharing. The Fourth IEEE International Conference on Data Mining (ICDM '04), Brighton, U.K., 1-4 November 2004. Los Alamitos, CA, U.S.A.: IEEE Computer Society.

Li, Xue (2004). Reflective web interface agent. The Sixth Asia Pacific Web Conference (APWEB'04), Hangzhou, China, 14-17 April 2004. Berlin, Germany: Springer-Verlag. doi: 10.1007/b96838

Sun, Xingzhi, Orlowska, Maria E.. and Li, Xue (2004). Finding negative event oriented patterns in long temporal sequences. The Eighth Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2004), Sydney, Autstralia, 26-28 May 2004. Berlin; Heidelberg, Germany: Springer-Verlag. doi: 10.1007/b97861

Yan, Xin, Li, Xue and Song, Daqei (2004). A Correlation Analysis on LSA and HAL Semantic Space Models. First International Symposium, CIS 2004, Shanghai, China, 16-18 December, 2004. Berlin: Springer-Verlag. doi: 10.1007/b104566

Chen, D. and Li, X. (2004). PLD: A distillation algorithm for misclassified documents. The Fifth International Conference on Web-Age Information Management (WAIM 2005), Dalien, China, 15-17 July 2004. Berlin, Germany: Springer-Verlag.

Natwichai, Juggapong and Li, Xue (2004). Knowledge maintenance on data streams with concept drifting. CIS 2004: Computational and Information Science , Shanghai, China, 16-18 December, 2004. Berlin, Germany: Springer Verlag. doi: 10.1007/978-3-540-30497-5_110

Li, Xue (2004). Reflective web interface agent. APWeb 2004: Advanced Web Technologies and Applications, Hangzhou, China, 14-17 April, 2004. Berlin, Germany: Springer Verlag. doi: 10.1007/978-3-540-24655-8_15

Sun, X., Orlowska, M. E. and Li, X. (2003). Introducing uncertainty into pattern discovery in temporal event sequences. Third IEEE International Conference on Data Mining 2003 (ICDM 2003), Melbourne, Australia, 19-22 November 2003. Piscataway, NJ, U.S.A.: The Institute of Electrical and Electronics Engineers. doi: 10.1109/icdm.2003.1250933

Li, X., Huang, W., Jiang, F. and Xu, D.M. (2003). How can managers adopt and use electronic communication media more effectively? An exploratory study. The Seventh World Multi-Conference on Systemics, Cybernetics and Informatics, Orlando, Florida, 27-20 July, 2003. Orlando, Florida: The International Institute of Information Systems.

Li, X., He, W., Dong, Z. Y., Verma, B., Yu, K., Koh, T. C. and Ng, C. W. (2003). Real time web vehicle classifier. The Seventh International Symposium on Digitial Processing and Communication Systems, The Gold Coast, 8-11 December, 2003. Wollongong: The University of Wollongong.

Dong, Z. Y., Li, X., Xu, Z. and Teo, K. L. (2003). Weather depenent electricity market forecasting with neural networks, wavelet and data mining techniques. The Australasian Universities Power Engineering Conference, Christchurch, New Zealand, 28 September-1 October, 2003. New Zealand: AUPEC.

Zakos, J., Verma, B., Li, X. and Kulkarni, S. (2003). Intelligent encoding of concepts in web development retrieval. Fifth International Conference on Computational Intelligence and Multimedia Applications (ICCIMA 2003), Xian, China, 27-30 September 2003. Los Alamitos, U.S.A.: IEEE Computer Society. doi: 10.1109/ICCIMA.2003.1238103

Pek, E., Li, X. and Liu, Y. (2003). Web wrapper validation. 5th Asia-Pacific Web Conference, Xian, China, 23-25 April 2003. Berlin, Germany: Springer Verlag. doi: 10.1007/3-540-36901-5_40

Li, X. and Chen, P. (2002). Automatic assessment of e-busineses. International Conference on e-Business, Beijing, 23-26 May, 2003. Beijing: Beijing Institute of Technology Press.

Li, X. and Foo, I. P. (2002). Intelligent business portal: Availability vs. applicability. International Conference on e-Business, Beijing, 23-26 May, 2003. Beijing: Beijing Institute of Technology Press.

Li, X., Huang, W., Gandha, G., Yao, X.G. and Huang, H.S. (2002). What web features and functions are used by Australian corporations in their websites? A conceptual framework and an empirical investigation. 2002 Information Resources Management Association International Conference, Seattle, 19-22 May, 2002. Hershey: Idea Group Publishing.

Li, X. (2001). Building intelligent business portals. Asia Pacific Web Conference 2001, Changsha, China, 21-22 November, 2001. Beiging, China: Publishing House of Electronics Industry.

Li, X. and Huang, W. (2001). On the assessment of commercial website: An expert system approach. Twelfth Australasian Conference on Information Systems, Coffs Harbour, NSW, 4-7 December, 2001. Coffs Harbour, NSW: Southern Cross University.

Zhang, Yanjun, Bai, Guangdong, Li, Xue, Curtis, Caitlin, Chen, Chen and Ko, Ryan KL (2020). PrivColl: Practical Privacy-Preserving Collaborative Machine Learning.

Li, Xue, Liu, Jing, Sheng, Quan Z. and Zhong, Weicai (2008). Time To Live: Temporal Management of Large-Scale RFID Applications. SSE-2008-02. School of Information Technol and Elec Engineering, The University of Queensland.

Professor Xue Li

Publications

Book

Book Chapters

Journal Articles

Conference Papers

Preprint

Department Technical Report

Areas of research