Emeritus Professor Xiaofang Zhou
Emeritus Professor
School of Electrical Engineering and Computer Science
+61 7 336 52989
| Featured projects | Duration |
|---|---|
| Large-scale spatiotemporal data |
Publications
Book Chapters
Xie, Qing, Pang, Chaoyi, Zhou, Xiaofang, Zhang, Xiangliang and Deng, Ke (2019). Error-bounded approximation of data stream: methods and theories. Learning from data streams in evolving environments: methods and applications. (pp. 93-122) edited by Moamar Sayed-Mouchaweh. Cham, Switzerland: Springer International Publishing. doi: 10.1007/978-3-319-89803-2_5
Zhou, Xiaofang and Li, Lei (2018). Spatiotemporal Data: Trajectories. Encyclopedia of Big Data Technologies. (pp. 1-7) Cham, Switzerland: Springer International Publishing. doi: 10.1007/978-3-319-63962-8_221-1
Yin, Hongzhi, Cui, Bin and Zhou, Xiaofang (2018). Spatiotemporal recommendation in geo-social networks. Encyclopedia of Social Network Analysis and Mining. (pp. 2930-2948) edited by Reda Alhajj and Jon Rokne. New York, NY, United States: Springer New York. doi: 10.1007/978-1-4939-7131-2_110177
Chen, Lei and Zhou, Xiaofang (2018). Two-dimensional shape retrieval. Encyclopedia of database systems. (pp. 4257-4259) edited by Ling Liu and M. Tamer Özsu. New York, NY, United States: Springer . doi: 10.1007/978-1-4614-8265-9_3
Yao, Caiyun, Lu, Jiaheng, Wang, Wei and Zhou, Xiaofang (2012). XML query processing using views. Web-Age Information Management WAIM 2011 International Workshops: WGIM 2011, XMLDM 2011, SNA 2011, Wuhan, China, September 14-16, 2011, Revised Selected Papers. (pp. 136-139) edited by Liwei Wang, Jingjue Jiang, Jiaheng Lu, Liang Hong and Bin Liu. Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-28635-3_12
Deng, Ke, Xie, Kexin, Zheng, Kevin and Zhou, Xiaofang (2011). Trajectory Indexing and Retrieval. Computing with Spatial Trajectories. (pp. 35-60) New York, NY: Springer New York. doi: 10.1007/978-1-4614-1629-6_2
Li, Zhixu, Du, Xiaoyong, Liu, Hongyan, He, Jun and Zhou, Xiaofang (2009). IRank: A Term-Based Innovation Ranking System for Conferences and Scholars. Advances in Data and Web Management. (pp. 126-137) Berlin, Heidelberg: Springer Berlin Heidelberg. doi: 10.1007/978-3-642-00672-2_13
Huang, Zi, Zhou, Xiaofang, Shen, Heng Tao and Song, Dawei (2006). 3D Protein Structure Matching by Patch Signatures. Lecture Notes in Computer Science. (pp. 528-537) Berlin, Heidelberg: Springer Berlin Heidelberg. doi: 10.1007/11827405_52
Sun, Sai, Zhou, Xiaofang and Shen, Heng Tao (2005). Semantic Caching for Multiresolution Spatial Query Processing in Mobile Environments. Advances in Spatial and Temporal Databases. (pp. 382-399) Berlin, Heidelberg: Springer Berlin Heidelberg. doi: 10.1007/11535331_22
Xu, Guandong, Zhang, Yanchun and Zhou, Xiaofang (2005). Towards User Profiling for Web Recommendation. AI 2005: Advances in Artificial Intelligence. (pp. 415-424) Berlin, Heidelberg: Springer Berlin Heidelberg. doi: 10.1007/11589990_44
Xu, Kai and Zhou, Xiaofang (2005). Multiresolution Query Optimization in an Online Environment. Web Technologies Research and Development - APWeb 2005. (pp. 730-741) Berlin, Heidelberg: Springer Berlin Heidelberg. doi: 10.1007/978-3-540-31849-1_70
Zhang, Yanchun, Xu, Guandong and Zhou, Xiaofang (2005). A Latent Usage Approach for Clustering Web Transaction and Building User Profile. Advanced Data Mining and Applications. (pp. 31-42) Berlin, Heidelberg: Springer Berlin Heidelberg. doi: 10.1007/11527503_6
Xia, Tian, Jin, Cheqing, Zhou, Xiaofang and Zhou, Aoying (2005). Filtering Duplicate Items over Distributed Data Streams. Advances in Web-Age Information Management. (pp. 779-784) Berlin, Heidelberg: Springer Berlin Heidelberg. doi: 10.1007/11563952_80
Sun, Sai, Prasher, Sham and Zhou, Xiaofang (2004). A Scaleless Data Model for Direct and Progressive Spatial Query Processing. Lecture Notes in Computer Science. (pp. 148-159) Berlin, Heidelberg: Springer Berlin Heidelberg. doi: 10.1007/978-3-540-30466-1_14
Lin, Xuemin, Zhou, Xiaomei, Liu, Chengfei and Zhou, Xiaofang (2001). Efficiently Computing Weighted Proximity Relationships in Spatial Databases. Advances in Web-Age Information Management. (pp. 279-290) Berlin, Heidelberg: Springer Berlin Heidelberg. doi: 10.1007/3-540-47714-4_26
Journal Articles
Tian, Yao, Yan, Tingyun, Zhao, Xi, Huang, Kai and Zhou, Xiaofang (2023). A learned index for exact similarity search in metric spaces. IEEE Transactions on Knowledge and Data Engineering, 35 (8), 7624-7638. doi: 10.1109/tkde.2022.3206441
Zhao, Yan, Zheng, Kai, Li, Yunchuan, Xia, Jinfu, Yang, Bin, Pedersen, Torben Bach, Mao, Rui, Jensen, Christian S. and Zhou, Xiaofang (2023). Profit optimization in spatial crowdsourcing: effectiveness and efficiency. IEEE Transactions on Knowledge and Data Engineering, 35 (8), 8386-8401. doi: 10.1109/tkde.2022.3220360
Zhao, Yan, Zheng, Kai, Wang, Ziwei, Deng, Liwei, Yang, Bin, Pedersen, Torben Bach, Jensen, Christian S. and Zhou, Xiaofang (2023). Coalition-based task assignment with priority-aware fairness in spatial crowdsourcing. The VLDB Journal, 1-22. doi: 10.1007/s00778-023-00802-3
Li, Yunyi, Hao, Yongjing, Zhao, Pengpeng, Liu, Guanfeng, Liu, Yanchi, Sheng, Victor S. and Zhou, Xiaofang (2023). Edge-enhanced global disentangled graph neural network for sequential recommendation. ACM Transactions on Knowledge Discovery from Data, 17 (6) 80, 1-22. doi: 10.1145/3577928
Hao, Yongjing, Zhang, Tingting, Zhao, Pengpeng, Liu, Yanchi, Sheng, Victor S., Xu, Jiajie, Liu, Guanfeng and Zhou, Xiaofang (2023). Feature-Level Deeper Self-Attention Network With Contrastive Learning for Sequential Recommendation. IEEE Transactions on Knowledge and Data Engineering, 35 (10), 1-13. doi: 10.1109/tkde.2023.3250463
Ding, Pengfei, Wang, Yan, Liu, Guanfeng and Zhou, Xiaofang (2023). Few-Shot Semantic Relation Prediction Across Heterogeneous Graphs. IEEE Transactions on Knowledge and Data Engineering, 35 (10), 1-14. doi: 10.1109/tkde.2023.3251951
Yang, Yu, Yin, Hongzhi, Cao, Jiannong, Chen, Tong, Nguyen, Quoc Viet Hung, Zhou, Xiaofang and Chen, Lei (2023). Time-Aware Dynamic Graph Embedding for Asynchronous Structural Evolution. IEEE Transactions on Knowledge and Data Engineering, 35 (9), 1-14. doi: 10.1109/tkde.2023.3246059
Qu, Jianfeng, Hua, Wen, Ouyang, Dantong and Zhou, Xiaofang (2023). A Noise-Aware Method With Type Constraint Pattern for Neural Relation Extraction. IEEE Transactions on Knowledge and Data Engineering, 35 (2), 1134-1148. doi: 10.1109/TKDE.2021.3108547
Zhang, Mengxuan, Li, Lei, Trajcevski, Goce, Zufle, Andreas and Zhou, Xiaofang (2023). Parallel Hub Labeling Maintenance With High Efficiency in Dynamic Small-World Networks. IEEE Transactions on Knowledge and Data Engineering, 1-18. doi: 10.1109/tkde.2023.3236632
Tian, Yao, Zhao, Xi and Zhou, Xiaofang (2023). DB-LSH 2.0: Locality-sensitive hashing with query-based dynamic bucketing. IEEE Transactions on Knowledge and Data Engineering, 1-14. doi: 10.1109/tkde.2023.3295831
Fang, Yaxing, Zhao, Pengpeng, Liu, Guanfeng, Liu, Yanchi, Sheng, Victor S., Zhao, Lei and Zhou, Xiaofang (2023). Quaternion-based graph convolution network for recommendation. World Wide Web. doi: 10.1007/s11280-023-01157-z
Xu, Tianyu, Qu, Jianfeng, Hua, Wen, Li, Zhixu, Xu, Jiajie, Liu, An, Zhao, Lei and Zhou, Xiaofang (2023). Evidence reasoning and curriculum learning for document-level relation extraction. IEEE Transactions on Knowledge and Data Engineering. doi: 10.1109/tkde.2023.3292974
Zhu, Tianyu, Hua, Wen, Qu, Jianfeng, Hosseini, Saeid and Zhou, Xiaofang (2022). Auto-regressive extractive summarization with replacement. World Wide Web, 26 (4), 1-24. doi: 10.1007/s11280-022-01108-0
Saaki, Mohsen, Hosseini, Saeid, Rahmani, Sana, Kangavari, M. Reza, Hua, Wen and Zhou, Xiaofang (2022). Value-wise ConvNet for Transformer models: An Infinite Time-aware Recommender System. IEEE Transactions on Knowledge and Data Engineering, 35 (10), 1-12. doi: 10.1109/tkde.2022.3219231
Dong, Ming, Zheng, Bolong, Li, Guohui, Li, Chenliang, Zheng, Kai and Zhou, Xiaofang (2022). Wavefront-Based Multiple Rumor Sources Identification by Multi-Task Learning. IEEE Transactions on Emerging Topics in Computational Intelligence, 6 (5), 1068-1078. doi: 10.1109/tetci.2022.3142627
He, Dan, Zhou, Thomas, Zhou, Xiaofang and Kim, Jiwon (2022). An efficient algorithm for maximum trajectory coverage query with approximation guarantee. IEEE Transactions on Intelligent Transportation Systems, PP (99), 1-13. doi: 10.1109/tits.2022.3207499
Jin, Fengmei, Hua, Wen, Zhou, Thomas, Xu, Jiajie, Francia, Matteo, Orlowska, Maria E. and Zhou, Xiaofang (2022). Trajectory-based spatiotemporal entity linking. IEEE Transactions on Knowledge and Data Engineering, 34 (9), 4499-4513. doi: 10.1109/tkde.2020.3036633
Liu, Ziyi, Li, Lei, Zhang, Mengxuan, Hua, Wen and Zhou, Xiaofang (2022). Multi-constraint shortest path using forest hop labeling. The VLDB Journal, 32 (3), 1-27. doi: 10.1007/s00778-022-00760-2
Li, Jiajia, Ni, Cancan, He, Dan, Li, Lei, Xia, Xiufeng and Zhou, Xiaofang (2022). Efficient kNN query for moving objects on time-dependent road networks. The VLDB Journal, 32 (3), 1-20. doi: 10.1007/s00778-022-00758-w
Zheng, Bolong, Ming, Lingfeng, Hu, Qi, Lü, Zhipeng, Liu, Guanfeng and Zhou, Xiaofang (2022). Supply-demand-aware deep reinforcement learning for dynamic fleet management. ACM Transactions on Intelligent Systems and Technology, 13 (3) 37, 1-19. doi: 10.1145/3467979
Jin, Fengmei, Hua, Wen, Francia, Matteo, Chao, Pingfu, Orowska, Maria and Zhou, Xiaofang (2022). A survey and experimental study on privacy-preserving trajectory data publishing. IEEE Transactions on Knowledge and Data Engineering, 35 (6), 1-1. doi: 10.1109/tkde.2022.3174204
Liu, An, Zhang, Yifan, Zhang, Xiangliang, Liu, Guanfeng, Zhang, Yanan, Li, Zhixu, Zhao, Lei, Li, Qing and Zhou, Xiaofang (2022). Representation learning with multi-level attention for activity trajectory similarity computation. IEEE Transactions on Knowledge and Data Engineering, 34 (5), 2387-2400. doi: 10.1109/tkde.2020.3010022
Zhao, Pengpeng, Luo, Anjing, Liu, Yanchi, Xu, Jiajie, Li, Zhixu, Zhuang, Fuzhen, Sheng, Victor S. and Zhou, Xiaofang (2022). Where to go next: a spatio-temporal gated network for next POI recommendation. IEEE Transactions on Knowledge and Data Engineering, 34 (5), 2512-2524. doi: 10.1109/tkde.2020.3007194
Chen, Wei, Wang, Weiqing, Yin, Hongzhi, Zhao, Lei and Zhou, Xiaofang (2022). HFUL: a hybrid framework for user account linkage across location-aware social networks. VLDB Journal, 32 (1), 1-22. doi: 10.1007/s00778-022-00730-8
Qu, Jianfeng, Hua, Wen, Ouyang, Dantong and Zhou, Xiaofang (2022). An efficient and effective approach for multi-fact extraction from text corpus. World Wide Web, 25 (1), 195-218. doi: 10.1007/s11280-021-00982-4
Sadiq, Shazia, Aryani, Amir, Demartini, Gianluca, Hua, Wen, Indulska, Marta, Burton-Jones, Andrew, Khosravi, Hassan, Benavides-Prado, Diana, Sellis, Timos, Someh, Ida, Vaithianathan, Rhema, Wang, Sen and Zhou, Xiaofang (2022). Information resilience: the nexus of responsible and agile approaches to information use. The VLDB Journal, 31 (5), 1059-1084. doi: 10.1007/s00778-021-00720-2
Najafipour, Saeed, Hosseini, Saeid, Hua, Wen, Kangavari, Mohammad Reza and Zhou, Xiaofang (2022). SoulMate: Short-text author linking through multi-aspect temporal-textual embedding. IEEE Transactions on Knowledge and Data Engineering, 34 (1), 448-461. doi: 10.1109/TKDE.2020.2982148
Huang, Kai, Hu, Haibo, Zhou, Shuigeng, Guan, Jihong, Ye, Qingqing and Zhou, Xiaofang (2021). Privacy and efficiency guaranteed social subgraph matching. VLDB Journal, 31 (3), 581-602. doi: 10.1007/s00778-021-00706-0
Zheng, Qiqi, Liu, Guanfeng, Liu, An, Li, Zhixu, Zheng, Kai, Zhao, Lei and Zhou, Xiaofang (2021). Implicit relation-aware social recommendation with variational auto-encoder. World Wide Web, 24 (5), 1395-1410. doi: 10.1007/s11280-021-00896-1
Gu, Binbin, Li, Zhixu, Liu, An, Xu, Jiajie, Zhao, Lei and Zhou, Xiaofang (2021). Improving the quality of web-based data imputation with crowd iIntervention. IEEE Transactions on Knowledge and Data Engineering, 33 (6) 8906155, 2534-2547. doi: 10.1109/tkde.2019.2954087
Zhang, Yong, Chen, Yu, Yang, Junye, Wang, Jin, Hu, Huiqi, Xing, Chunxiao and Zhou, Xiaofang (2021). Clustering enhanced error-tolerant top-k spatio-textual search. World Wide Web, 24 (4), 1185-1214. doi: 10.1007/s11280-021-00883-6
Fang, Junhua, Zhang, Rong, Zhao, Yan, Zheng, Kai, Zhou, Xiaofang and Zhou, Aoying (2021). A-DSP: an adaptive join algorithm for dynamic data stream on cloud system. IEEE Transactions on Knowledge and Data Engineering, 33 (5) 08868214, 1861-1876. doi: 10.1109/TKDE.2019.2947055
Lai, Yongxuan, He, Songyao, Lin, Zhijie, Yang, Fan, Zhou, Qifeng and Zhou, Xiaofang (2021). An adaptive robust semi-supervised clustering framework using weighted consensus of random k k-means ensemble. IEEE Transactions on Knowledge and Data Engineering, 33 (5) 8896034, 1877-1890. doi: 10.1109/TKDE.2019.2952596
Sun, Guohao, Liu, Guanfeng, Wang, Yan, Orgun, Mehmet A., Sheng, Quan Z. and Zhou, Xiaofang (2021). Incremental graph pattern based node matching with multiple updates. IEEE Transactions on Knowledge and Data Engineering, 33 (4), 1585-1600. doi: 10.1109/tkde.2019.2942294
He, Dan, Wang, Sibo, Zhou, Xiaofang and Cheng, Reynold (2021). GLAD: a grid and labeling framework with scheduling for conflict-aware kNN queries. IEEE Transactions on Knowledge and Data Engineering, 33 (4) 8845640, 1-1. doi: 10.1109/tkde.2019.2942585
Zhao, Pengpeng, Xu, Chengfeng, Liu, Yanchi, Sheng, Victor S., Zheng, Kai, Xiong, Hui and Zhou, Xiaofang (2021). Photo2Trip: exploiting visual contents in geo-tagged photos for personalized tour recommendation. IEEE Transactions on Knowledge and Data Engineering, 33 (4) 8850032, 1708-1721. doi: 10.1109/TKDE.2019.2943854
Lian, Defu, Chen, Jin, Zheng, Kai, Chen, Enhong and Zhou, Xiaofang (2021). Ranking-based implicit regularization for one-class collaborative filtering. IEEE Transactions on Knowledge and Data Engineering, PP (99), 1-1. doi: 10.1109/TKDE.2021.3069057
Zhang, Ruiyuan, Ma, Hui, Saha, Tapan K. and Zhou, Xiaofang (2021). Photovoltaic nowcasting with bi-level spatio-temporal analysis incorporating sky images. IEEE Transactions on Sustainable Energy, 12 (3) 9374710, 1766-1776. doi: 10.1109/tste.2021.3064326
Liu, Yu, Hua, Wen, Qu, Jianfeng, Xin, Kexuan and Zhou, Xiaofang (2021). Temporal knowledge completion with context-aware embeddings. World Wide Web, 24 (2), 675-695. doi: 10.1007/s11280-021-00867-6
Chen, Xuanhao, Deng, Liwei, Zhao, Yan, Zhou, Xiaofang and Zheng, Kai (2021). Community-based influence maximization in location-based social network. World Wide Web, 24 (6), 1903-1928. doi: 10.1007/s11280-021-00935-x
Sun, Guohao, Liu, Guanfeng, Wang, Yan, Orgun, Mehmet A, Sheng, Quan Z. and Zhou, Xiaofang (2021). Partition-Aware Graph Pattern based Node Matching with Updates. IEEE Transactions on Knowledge and Data Engineering, 35 (2), 1-15. doi: 10.1109/TKDE.2021.3103914
Zhao, Yan, Zheng, Kai, Li, Yang, Su, Han, Liu, Jiajun and Zhou, Xiaofang (2020). Destination-aware task assignment in spatial crowdsourcing: a worker decomposition approach. IEEE Transactions on Knowledge and Data Engineering, 32 (12) 8735884, 2336-2350. doi: 10.1109/tkde.2019.2922604
Zheng, Kai, Zhao, Yan, Lian, Defu, Zheng, Bolong, Liu, Guanfeng and Zhou, Xiaofang (2020). Reference-based framework for spatio-temporal trajectory compression and query processing. IEEE Transactions on Knowledge and Data Engineering, 32 (11) 8704961, 2227-2240. doi: 10.1109/TKDE.2019.2914449
Xin, Kexuan, Hua, Wen, Liu, Yu and Zhou, Xiaofang (2020). LoG: a locally-global model for entity disambiguation. World Wide Web, 24 (1), 351-373. doi: 10.1007/s11280-020-00845-4
Lai, Yongxuan, Yang, Shipeng, Xiong, Anshu, Yang, Fan, Li, Lei and Zhou, Xiaofang (2020). Utility-based matching of vehicles and hybrid requests on rider demand responsive systems. IEEE Transactions on Intelligent Transportation Systems, 23 (2), 1-15. doi: 10.1109/tits.2020.3019791
Li, Xiang, Zhao, Yan, Zhou, Xiaofang and Zheng, Kai (2020). Consensus-Based Group Task Assignment with Social Impact in Spatial Crowdsourcing. Data Science and Engineering, 5 (4), 375-390. doi: 10.1007/s41019-020-00142-0
Yin, Hongzhi, Wang, Qinyong, Zheng, Kai, Li, Zhixu and Zhou, Xiaofang (2020). Overcoming data sparsity in group recommendation. IEEE Transactions on Knowledge and Data Engineering, 34 (7), 1-1. doi: 10.1109/tkde.2020.3023787
Liu, Yu, Hua, Wen and Zhou, Xiaofang (2020). Temporal knowledge extraction from large-scale text corpus. World Wide Web, 24 (1), 135-156. doi: 10.1007/s11280-020-00836-5
Zhou, Xiaofang and Hua, Wen (2020). Preface. Journal of Computer Science and Technology, 35 (4), 721-723. doi: 10.1007/s11390-020-0005-5
Hosseini, Saeid, Najafipour, Saeed, Cheung, Ngai-Man, Yin, Hongzhi, Kangavari, Mohammad Reza and Zhou, Xiaofang (2020). TEAGS: time-aware text embedding approach to generate subgraphs. Data Mining and Knowledge Discovery, 34 (4), 1136-1174. doi: 10.1007/s10618-020-00688-7
He, Ying, Li, Zhixu, Yang, Qiang, Chen, Zhigang, Liu, An, Zhao, Lei and Zhou, Xiaofang (2020). End-to-end relation extraction based on bootstrapped multi-level distant supervision. World Wide Web: Internet and Web Information Systems, 23 (5), 2933-2956. doi: 10.1007/s11280-020-00816-9
Xiao, Mingjun, Ma, Kai, Liu, An, Zhao, Hui, Li, Zhixu, Zheng, Kai and Zhou, Xiaofang (2020). SRA: Secure Reverse Auction for task assignment in spatial crowdsourcing. IEEE Transactions on Knowledge and Data Engineering, 32 (4) 8613932, 782-796. doi: 10.1109/TKDE.2019.2893240
Li, Lei, Wang, Sibo and Zhou, Xiaofang (2020). Fastest path query answering using time-dependent hop-labeling in road network. IEEE Transactions on Knowledge and Data Engineering, 34 (1), 1-1. doi: 10.1109/tkde.2020.2981062
Li, Guohui, Chen, Qi, Zheng, Bolong, Yin, Hongzhi, Nguyen, Quoc Viet Hung and Zhou, Xiaofang (2020). Group-based recurrent neural networks for POI recommendation. ACM/IMS Transactions on Data Science, 1 (1) 3, 1-18. doi: 10.1145/3343037
Zhang, Ruiyuan, Ma, Hui, Hua, Wen, Saha, Tapan and Zhou, Xiaofang (2020). Data-driven photovoltaic generation forecasting based on Bayesian network with spatial-temporal correlation analysis. IEEE Transactions on Industrial Informatics, 16 (3) 8746200, 1635-1644. doi: 10.1109/tii.2019.2925018
Chao, Pingfu, Hua, Wen, Mao, Rui, Xu, Jiajie and Zhou, Xiaofang (2020). A survey and quantitative study on map inference algorithms from GPS trajectories. IEEE Transactions on Knowledge and Data Engineering, 34 (1), 1-14. doi: 10.1109/tkde.2020.2977034
Zhang, Mengxuan, Li, Lei, Hua, Wen and Zhou, Xiaofang (2020). Stream processing of shortest path query in dynamic road networks. IEEE Transactions on Knowledge and Data Engineering, 34 (5), 1-1. doi: 10.1109/tkde.2020.3010005
Su, Han, Liu, Shuncheng, Zheng, Bolong, Zhou, Xiaofang and Zheng, Kai (2020). A survey of trajectory distance measures and performance evaluation. VLDB Journal, 29 (1), 3-32. doi: 10.1007/s00778-019-00574-9
Zhao, Yan, Zheng, Kai, Yin, Hongzhi, Liu, Guanfeng, Fang, Junhua and Zhou, Xiaofang (2020). Preference-aware task assignment in spatial crowdsourcing: from individuals to groups. IEEE Transactions on Knowledge and Data Engineering, 34 (7), 1-1. doi: 10.1109/tkde.2020.3021028
Chen, Xuanhao, Zhao, Yan, Liu, Guanfeng, Sun, Rui, Zhou, Xiaofang and Zheng, Kai (2020). Efficient Similarity-aware Influence Maximization in Geo-social Network. IEEE Transactions on Knowledge and Data Engineering, 34 (10), 1-1. doi: 10.1109/TKDE.2020.3045783
Wang, Runhui, Wang, Sibo and Zhou, Xiaofang (2019). Parallelizing approximate single-source personalized PageRank queries on shared memory. The VLDB Journal, 28 (6), 923-940. doi: 10.1007/s00778-019-00576-7
Yang, Qiang, Li, Zhixu, Liu, An, Liu, Guanfeng, Zhao, Lei, Zhang, Xiangliang, Zhang, Min and Zhou, Xiaofang (2019). A novel hybrid publication recommendation system using compound information. World Wide Web, 22 (6), 2499-2517. doi: 10.1007/s11280-019-00687-9
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
Li, Xiaocui, Yin, Hongzhi, Zhou, Ke and Zhou, Xiaofang (2019). Semi-supervised clustering with deep metric learning and graph embedding. World Wide Web, 23 (2), 781-798. doi: 10.1007/s11280-019-00723-8
Chao, Pingfu, Hua, Wen and Zhou, Xiaofang (2019). Trajectories know where map is wrong: an iterative framework for map-trajectory co-optimisation. World Wide Web, 23 (1), 47-73. doi: 10.1007/s11280-019-00721-w
Zhou, Xiaofang and Xu, Jia-Jie (2019). Preface. Journal of Computer Science and Technology, 34 (4), 707-708. doi: 10.1007/s11390-019-1937-5
He, Dan, Wang, Sibo, Ruan, Boyu, Zheng, Bolong and Zhou, Xiaofang (2019). Efficient and robust data augmentation for trajectory analytics: a similarity-based approach. World Wide Web, 23 (1), 361-387. doi: 10.1007/s11280-019-00695-9
Hosseini, Saeid, Yin, Hongzhi, Zhou, Xiaofang, Sadiq, Shazia, Kangavari, Mohammad Reza and Cheung, Ngai-Man (2019). Leveraging multi-aspect time-related influence in location recommendation. World Wide Web, 22 (3), 1001-1028. doi: 10.1007/s11280-018-0573-2
Yun, Sangho, Sobelman, Gerald E. and Zhou, Xiaofang (2019). Adaptive directional lifting wavelet transform VLSI architecture. Journal of Signal Processing Systems, 91 (5), 551-559. doi: 10.1007/s11265-018-1353-z
Fang, Junhua, Chao, Pingfu, Zhang, Rong and Zhou, Xiaofang (2019). Integrating workload balancing and fault tolerance in distributed stream processing system. World Wide Web, 22 (6), 2471-2496. doi: 10.1007/s11280-018-0656-0
Yang, Jiali, Li, Zhixu, Xu, Jiajie, Zhao, Pengpeng, Zhao, Lei and Zhou, Xiaofang (2019). An Adaptive Hybrid Collaborative Filtering Recommendation Algorithm. Jisuanji Gongcheng/Computer Engineering, 45 (7), 222-228. doi: 10.19678/j.issn.1000-3428.0051041
Du, Xingzhong, Yin, Hongzhi, Chen, Ling, Wang, Yang, Yang, Yi and Zhou, Xiaofang (2018). Personalized video recommendation using rich contents from videos. IEEE Transactions on Knowledge and Data Engineering, 32 (3) 8567986, 1-1. doi: 10.1109/TKDE.2018.2885520
Alves Peixoto, Douglas, Quoc Viet Nguyen, Hung, Zheng, Bolong and Zhou, Xiaofang (2018). A framework for parallel map-matching at scale using Spark. Distributed and Parallel Databases, 37 (4), 697-720. doi: 10.1007/s10619-018-7254-0
Zheng, Bolong, Zheng, Kai, Jensen, Christian S., Nguyen, Quoc Viet Hung, Su, Han, Li, Guohui and Zhou, Xiaofang (2018). Answering Why-Not Group Spatial Keyword Queries. IEEE Transactions on Knowledge and Data Engineering, 32 (1) 8525350, 26-39. doi: 10.1109/TKDE.2018.2879819
Wang, Weiqing, Yin, Hongzhi, Du, Xingzhong, Nguyen, Quoc Viet Hung and Zhou, Xiaofang (2018). TPM: a temporal personalized model for spatial item recommendation. ACM Transactions on Intelligent Systems and Technology, 9 (6) a61, 1-25. doi: 10.1145/3230706
Gertz, Michael, Renz, Matthias and Zhou, Xiaofang (2018). Editorial: advances in spatial and temporal databases. GeoInformatica, 22 (4), 783-784. doi: 10.1007/s10707-018-0333-6
Zhou, Xiaofang and Yin, Hongzhi (2018). Preface. Journal of Computer Science and Technology, 33 (4), 621-624. doi: 10.1007/s11390-018-1844-1
Du, Xingzhong, Nie, Feiping, Wang, Weiqing, Yang, Yi and Zhou, Xiaofang (2018). Exploiting combination effect for unsupervised feature selection by ℓ2,0 norm. IEEE Transactions on Neural Networks and Learning Systems, 30 (1) 8375143, 201-214. doi: 10.1109/TNNLS.2018.2837100
Liu, Guanfeng, Liu, Yi, Zheng, Kai, Liu, An, Li, Zhixu, Wang, Yang and Zhou, Xiaofang (2018). MCS-GPM: multi-constrained simulation based graph pattern matching in contextual social graphs. IEEE Transactions on Knowledge and Data Engineering, 30 (6), 1050-1064. doi: 10.1109/TKDE.2017.2785824
Li, Lei, Zheng, Kai, Wang, Sibo, Hua, Wen and Zhou, Xiaofang (2018). Go slow to go fast: minimal on-road time route scheduling with parking facilities using historical trajectory. VLDB Journal, 27 (3), 321-345. doi: 10.1007/s00778-018-0499-4
Liu, Guanfeng, Shi, Qun, Zheng, Kai, Liu, An, Li, Zhixu and Zhou, Xiaofang (2018). An efficient method for top-k graph based node matching. World Wide Web, 22 (3), 1-22. doi: 10.1007/s11280-018-0577-y
Fang, Junhua, Zhang, Rong, Fu, Tom Z. J., Zhang, Zhenjie, Zhou, Aoying and Zhou, Xiaofang (2018). Distributed stream rebalance for stateful operator under workload variance. IEEE Transactions on Parallel and Distributed Systems, 29 (10) 8340854, 1-1. doi: 10.1109/TPDS.2018.2827380
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Huang, Ma-Lian, Chen, Huan-Ting, Zhou, Xiao-Fang, Cai, Jia-Yi, Zhou, Jin-Rong and He, Zhong-Quan (2015). Optimization spectrum of white light emitting diodes based on correlated color temperature and luminous flux. Guangzi Xuebao/Acta Photonica Sinica, 44 (10) 1030001. doi: 10.3788/gzxb20154410.1030001
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Xie, Qing, Pang, Chaoyi, Zhou, Xiaofang, Zhang, Xiangliang and Deng, Ke (2014). Maximum error-bounded Piecewise Linear Representation for online stream approximation. The VLDB Journal, 23 (6), 915-937. doi: 10.1007/s00778-014-0355-0
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Pang, Chaoyi, Zhang, Qing, Zhou, Xiaofang, Hansen, David, Wang, Sen and Maeder, Anthony (2013). Computing Unrestricted Synopses Under Maximum Error Bound. Algorithmica, 65 (1), 1-42. doi: 10.1007/s00453-011-9571-9
Yang, Qingqing, Zhou, Xiaofang, Sobelman, Gerald E. and Li, Xinxin (2013). Low complexity state metric compression technique in turbo decoder. IEICE Electronics Express, 10 (15) 20130485. doi: 10.1587/elex.10.20130485
Chen, Huan-Ting, Zhou, Xiao-Fang, Zhuang, Yong-Jie, Yang, Wei-Yi, Gao, Yu-Lin and Lü, Yi-Jun (2012). Study on thermal characteristics for power LED arc-array system. Guangdianzi Jiguang/Journal of Optoelectronics Laser, 23 (11), 2096-2101.
Zheng, Kai, Zhou, Xiaofang, Fung, Pui Cheong and Xie, Kexin (2012). Spatial query processing for fuzzy objects. Vldb Journal, 21 (5), 729-751. doi: 10.1007/s00778-012-0266-x
Liddle, Sephen W., Schewe, Klaus-Dieter and Zhou, Xiaofang (2012). Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7446 LNCS (PART 1), v-vi. doi: 10.1007/978-3-642-32600-4
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Varma, Vasudeva and Zhou, Xiaofang (2011). PhD symposium welcome. Proceedings of the 20th International Conference Companion on World Wide Web, WWW 2011
Yang, Yang, Huang, Zi, Shen, Heng Tao and Zhou, Xiaofang (2011). Mining multi-tag association for image tagging. World Wide Web, 14 (2), 133-156. doi: 10.1007/s11280-010-0099-8
Lu, Wei, Fung, Gabriel Pui Cheong, Du, Xiaoyong, Zhou, Xiaofang, Chen, Lijiang and Deng, Ke (2011). Approximate entity extraction in temporal databases. World Wide Web, 14 (2), 157-186. doi: 10.1007/s11280-011-0109-5
Li, Guoliang, Feng, Jianhua, Zhou, Xiaofang and Wang, Jianyong (2011). Providing built-in keyword search capabilities in RDBMS. VLDB Journal, 20 (1), 1-19. doi: 10.1007/s00778-010-0188-4
Shao, Jie, Shen, Heng Tao, Huang, Zi and Zhou, Xiaofang (2011). Exploring distributional discrepancy for multidimensional point set retrieval. IEEE Transactions on Multimedia, 13 (1) 5597949, 71-81. doi: 10.1109/TMM.2010.2085424
Lu, W. Q., Zhao, S., Zhou, X. F., Ren, J. Y. and Sobelman, G. E. (2011). Reconfigurable baseband processing architecture for communication. IET Computers and Digital Techniques, 5 (1), 63-72. doi: 10.1049/iet-cdt.2009.0121
Zobaa, Ahmed F. and Bansal, Ramesh C. (2011). Preface. Handbook of Renewable Energy Technology, 34 (4), vii-x. doi: 10.1142/9789814289078_fmatter
Wang, L.-W., Bao, Z.-F., Koehler, H., Zhou, X.-F. and Sadiq, S. (2011). An approach for optimizing relational provenance storage. Jisuanji Xuebao/Chinese Journal of Computers, 34 (10), 1863-1875. doi: 10.3724/SP.J.1016.2011.01863
Huang, Zi, Hu, Bo, Cheng, Hong, Shen, Heng Tao, Liu, Hongyan and Zhou, Xiaofang (2010). Mining near-duplicate graph for cluster-based reranking of web video search results. ACM Transactions on Information Systems, 28 (4) 22, 22-1-22-27. doi: 10.1145/1852102.1852108
Zhou, Xiangmin, Zhou, Xiaofang, Chen, Lei, Shu, Yanfeng, Bouguettaya, Athman and Taylor, John A. (2010). Adaptive subspace symbolization for content-based video detection. IEEE Transactions on Knowledge and Data Engineering, 22 (10) 5184840, 1372-1387. doi: 10.1109/TKDE.2009.171
Zhou, Xiao-fang, Bai, Bing-liang and Guo, Hai-yan (2010). Study on the zero-state quantum responses for inductance coupled mesoscopic LC circuits. Optoelectronics Letters, 6 (2), 89-93. doi: 10.1007/s11801-010-9089-4
Sadiq, Shazia, Yang, Xiaochun, Zhou, Xiaofang and Deng, Ke (2010). MCIS2010 workshop organizers' message. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 6193 LNCS doi: 10.1007/978-3-642-14589-6_12
Huang, Zi, Shen, Heng Tao, Shao, Jie, Cui, Bin and Zhou, Xiaofang (2010). Practical online near-duplicate subsequence detection for continuous video streams. IEEE Transactions on Multimedia, 12 (5) 5466199, 386-398. doi: 10.1109/TMM.2010.2050737
Jeung, Hoyoung, Yiu, Man Lung, Zhou, Xiaofang and Jensen, Christian S. (2010). Path prediction and predictive range querying in road network databases. The VLDB Journal, 19 (4), 585-602. doi: 10.1007/s00778-010-0181-y
Tanaka, Katsumi, Zhou, Xiaofang, Zhang, Min and Jatowt, Adam (2010). Proceedings of the 4th Workshop on Information Credibility, WICOW '10: Foreword. Proceedings of the 4th Workshop on Information Credibility, WICOW '10
Hong, Bonghee, Zhou, Lizhu, Zhou, Xiaofang, Han, Wook-Shin, Srivastava, Divesh and Yu, Ge (2010). Advances in Web Technologies and Applications - Proceedings of the 12th Asia-Pacific Web Conference, APWeb 2010: Message from the general chairs and program chairs. Advances in Web Technologies and Applications - Proceedings of the 12th Asia-Pacific Web Conference, APWeb 2010 5474169 doi: 10.1109/APWeb.2010.4
Cheng, Shiwei, Zhang, Ke, Zhou, Xiaofang, Li, Wenhong and Zhou, Dian (2010). A Δ-Σ Fractional-N frequency synthesiser with quantisation noise folding suppression. International Journal of Electronics, 97 (7), 773-782. doi: 10.1080/00207211003697855
Zhang, Ying, Lin, Xuemin, Yuan, Yidong, Kitsuregawa, Masaru, Zhou, Xiaofang and Yu, Jeffrey Xu (2010). Duplicate-insensitive order statistics computation over data streams. IEEE Transactions on Knowledge and Data Engineering, 22 (4) 4799782, 493-507. doi: 10.1109/TKDE.2009.68
Tanaka, Katsumi, Zhou, Xiaofang and Jatowt, Adam (2009). Foreword. WICOW'09 - Proceedings of the 3rd Workshop on Information Credibility on the Web, Co-located with WWW 2009.
Xiaofang, Zhou, Zuimin, Jiang, Jianhui, Lin, Xiaodong, Tang, Qingming, Chen, Hui, Zhang and Pengxiang, Zhang (2009). Thermoelectric signals from Si/SiGe superlattices. Journal of Physics D: Applied Physics, 42 (22) 225303. doi: 10.1088/0022-3727/42/22/225303
Sadiq, Shazia, Deng, Ke, Zhou, Xiaofang, Yang, Xiaochun, Aref, Walid G., Delis, Alex, Liu, Qing and Xu, Kai (2009). Workshop organizers' message. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 5667 LNCS, 95-96. doi: 10.1007/978-3-642-04205-8_9
Zhou, Xiangming, Zhou, Xiaofang, Chen, Lei, Bouguettaya, Athman, Xiao, Nong and Taylor, John, A. (2009). An efficient near-duplicate video shot detection method using shot-based interest points. IEEE Transactions on Multimedia, 11 (5) 4907099, 879-891. doi: 10.1109/TMM.2009.2021794
Kotagiri, Ramamohanarao, Lin, Xuemin, Zhou, Xiaofang and Yokota, Haruo (2009). Message from the DASFAA 2009 Chairs. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 5463
Li, Qing, Feng, Ling, Pei, Jian, Wang, Sean X., Zhou, Xiaofang and Zhu, Qiaoming (2009). Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 5446
Zhang, Ke, Cheng, Shiwei, Zhou, Xiaofang, Li, Wenhong and Liu, Ran (2009). A wide band differentially switch-tuned CMOS monolithic quadrature VCO with a low Kvco and high linearity. Microelectronics Journal, 40 (6), 881-886. doi: 10.1016/j.mejo.2009.01.007
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
Asadi, Saeid, Zhou, Xiaofang and Yang, Guowei (2009). Using local popularity of web resources for geo-ranking of search engine results. World Wide Web, 12 (2), 149-170. doi: 10.1007/s11280-008-0052-2
Huang, Zi, Shen, Heng Tao, Shao, Jie, Zhou, Xiaofang and Cui, Bin (2009). Bounded coordinate system indexing for real-time video clip search. ACM Transactions on Information Systems, 27 (3) 17, 17.1-17.33. doi: 10.1145/1508850.1508855
Shen, Heng Tao, Shao, Jie, Huang, Zi and Zhou, Xiaofang (2009). Effective and efficient query processing for video subsequence identification. IEEE Transactions on Knowledge and Data Engineering, 21 (3), 321-334. doi: 10.1109/TKDE.2008.168
Xu, Quanqing, Shen, Hengtao, Chen, Zaiben, Cui, Bin, Zhou, Xiaofang and Dai, Yafei (2009). Hybrid information retrieval policies based on cooperative cache in mobile P2P networks. Frontiers of Computer Science in China, 3 (3), 381-395. doi: 10.1007/s11704-009-0055-x
Liu, Kuien, Deng, Ke, Ding, Zhiming, Li, Mingshu and Zhou, Xiaofang (2009). MOIR/MT: Monitoring largescale road network traffic in real-time. Proceedings of the VLDB Endowment, 2 (2), 1538-1541. doi: 10.14778/1687553.1687585
Shen, Heng Tao, Jiang, Shouxu, Tan, Kian-Lee, Huang, Zi and Zhou, Xiaofang (2009). Speed up interactive image retrieval. The VLDB Journal, 18 (1), 329-343. doi: 10.1007/s00778-008-0101-6
Cheng, Shiwei, Zhang, Ke, Cao, Shengguo, Zhou, Xiaofang and Zhou, Dian (2008). A 2.4-GHz ISM band Delta-Sigma fractional-N frequency synthesizer with automatic calibration technique. WSEAS Transactions on Circuits and Systems, 7 (10), 859-868.
Zhou, Xiao-Fang, Zhao, Xue-An and Zheng, Jin-Liang (2008). The instability of internal potential in double-barrier structure. International Journal of Modern Physics B, 22 (29), 5103-5109. doi: 10.1142/S0217979208048966
Deng, Ke, Zhou, Xiaofang, Shen, Heng Tao, Liu, Qing, Xu, Kai and Lin, Xuemin (2008). A multi-resolution surface distance model for k-NN query processing. The VLDB Journal, 17 (5), 1101-1119. doi: 10.1007/s00778-007-0053-2
Huang, Zi, Shen, Heng Tao and Zhou, Xiaofang (2008). Localized co-occurrence model for fast approximate search in 3D structure databases. IEEE Transactions on Knowledge and Data Engineering, 20 (4) 4407704, 519-531. doi: 10.1109/TKDE.2007.190729
Jie Shao, Zi Huang, Shen, Heng Tao, Zhou, Xiaofang, Lim, Ee-Peng and Li, Yijun (2008). Batch nearest neighbor search for video retrieval. IEEE Transactions on Multimedia, 10 (3), 409-420. doi: 10.1109/TMM.2008.917339
Shao, Jie, Shen, Heng Tao and Zhou, Xiaofang (2008). Challenges and techniques for effective and efficient similarity search in large video databases. Proceedings of the VLDB Endowment, 1 (2), 1598-1603. doi: 10.14778/1454159.1454232
Jeung, Hoyoung, Yiu, Man Lung, Zhou, Xiaofang, Jensen, Christian S. and Shen, Heng Tao (2008). Discovery of convoys in trajectory databases. Proceedings of the VLDB Endowment, 1 (1), 1068-1080. doi: 10.14778/1453856.1453971
Luo, Jizhou, Zhou, Xiaofang, Zhang, Yu, Shen, Heng Tao and Li, Jianzhong (2007). Selectivity estimation by batch-query based histogram and parametric method. Conferences in Research and Practice in Information Technology Series, 63, 93-102.
Jing, Minge, Zhou, Dian, Tang, Pushan, Zhou, Xiaofang and Zhang, Hua (2007). Solving SAT problem by heuristic polarity decision-making algorithm. Science in China, Series F: Information Sciences, 50 (6), 915-925. doi: 10.1007/s11432-007-0070-1
Zhan, Chenchang, Zhou, Xiaofang and Zhou, Dian (2007). Low-power high-resolution sigma-delta modulator. Guti Dianzixue Yanjiu Yu Jinzhan/Research and Progress of Solid State Electronics, 27 (3), 375-379.
Shen, H. T., Zhou, X. and Zhou, A. (2007). An adaptive and dynamic dimensionality reduction method for high-dimensional indexing. The VLDB Journal, 16 (2), 219-234. doi: 10.1007/s00778-005-0167-3
Zhan, Chenchang, Wang, Yong, Zhou, Xiaofang, Min, Hao and Zhou, Dian (2007). A deep-submicron sigma-delta ADC design flow. Guti Dianzixue Yanjiu Yu Jinzhan/Research and Progress of Solid State Electronics, 27 (1), 63-68.
Asadi S., Zhou X., Jamali H.R. and Mofrad H.V. (2007). Location-based search engines tasks and capabilities: A comparative study. Webology, 4 (4).
Shen, H.T. and Zhou, X.F. (2007). Capture local information in shape representation. Multimedia Tools And Applications, 33 (2), 157-174. doi: 10.1007/s11042-006-0061-z
Zhao, Changhong, Chen, Jian, Zhou, Xiaofang, Jing, Ming'e and Zhou, Dian (2006). A new floorplanning method based on linear programming. WSEAS Transactions on Computers, 5 (11), 2874-2879.
Tang, Xiaoyan, Zhou, Xiaofang, Zhou, Dian and Zhou, Dian (2006). Research on software-hardware co-design methodology for USB2.0 host controller in SoC system. Jisuanji Gongcheng/Computer Engineering, 32 (13), 225-227.
Zhao, Changhong, Chen, Jian, Zhou, Dian, Zhou, Xiaofang and Sun, Jie (2006). A VLSI floorplanning algorithm based on weight. Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics, 18 (7), 994-998.
Lin, Xuemin, Liu, Qing, Yuan, Yidong D, Zhou, Xiaofang and Lu, Hongjun (2006). Summarizing level-two topological relations in large spatial datasets. ACM Transactions On Database Systems, 31 (2), 584-630. doi: 10.1145/1138394.1138398
Wang, Junyu, Xin, Ling, Zhou, Wei, Zhou, Xiaofang and Min, Hao (2006). Design and control mechanism of FIFO for java processor of embedded system. Jisuanji Gongcheng/Computer Engineering, 32 (4), 230-232.
Shen, Heng Tao, Zhou, Xiaofang and Cui, Bin (2006). Indexing and integrating multiple features for WWW images. World Wide Web: Internet and Web Information Systems, 9 (3), 343-364. doi: 10.1007/s11280-006-8560-4
Chen, Jian, Zhao, Changhong, Zhou, Dian and Zhou, Xiaofang (2006). SoC test scheduling with hot-spot avoidance and even heat distribution. Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics, 18 (1), 46-52.
Lin, Xuemin, Xu, Jian, Zhang, Qing, Lu, Hongjun, Yu, Jeffrey Xu, Zhou, Xiaofang and Yuan, Yidong (2006). Approximate processing of massive continuous quantile queries over high-speed data streams. Ieee Transactions On Knowledge And Data Engineering, 18 (5), 683-698. doi: 10.1109/TKDE.2006.73
Xu, Jian, Lin, Xuemin and Zhou, Xiaofang (2004). Space efficient quantile summary for constrained sliding windows on a data stream. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 3129, 34-44. doi: 10.1007/978-3-540-27772-9_5
Zhou, X. F., Prasher, S., Sun, S. and Xu, K. (2004). Multiresolution spatial databases: Making web-based spatial applications faster. Advanced Web Technologies And Applications, 3007, 36-47. doi: 10.1007/978-3-540-24655-8_5
Prasher, S., Zhou, X. F. and Kitsuregawa, M. (2003). Dynamic multi-resolution spatial object derivation for mobile and WWW applications. World Wide Web-internet And Web Information Systems, 6 (3), 305-325. doi: 10.1023/A:1024605702887
Pu, Pearl, Zhou, Xiaofang and Li, Qing (2003). Special issue: Selected papers from the sixth IFIP 2.6 working conference on visual database systems: Guest editors' introduction. World Wide Web: Internet and Web Information Systems, 6 (2), 127-129. doi: 10.1023/A:1023615620621
Liu, CF, Lin, XM, Orlowska, M and Zhou, XF (2003). Confirmation: Increasing resource availability for transactional workflows. Information Sciences, 153 (SUPP), 37-53. doi: 10.1016/S0020-0255(03)00066-5
Zhou, Xiaofang, Zhang, Yanchun and Orlowska, Maria (2003). Preface. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2642
Lu, Sang-Lu, Zhou, Xiao-Fang, Chen, Gui-Hai and Xie, Li (2002). Spatial information retrieval and database generalization. Ruan Jian Xue Bao/Journal of Software, 13 (8), 1534-1539.
Ying, L., Ranganath, S. and Zhou, X. F. (2002). Wavelet-based image segment representation. Electronics Letters, 38 (19), 1091-1092. doi: 10.1049/el:20020745
Zhou, X. F., Yates, J. D. and Chen, G. H. (2001). Using visual spatial search interface for WWW applications. Information Systems, 26 (2), 61-74. doi: 10.1016/S0306-4379(01)00010-2
Liu, Chengfei, Zhou, Xiaofang, Cao, Jinli and Lin, Eshed Xuemin (2000). On incremental global update support in cooperative database systems. Informatica, 24 (1), 27-31.
Zhou, XF, Lin, XM, Liu, CF and Cao, JL (2000). Spatial query processing using generalized filter. International Journal of Cooperative Information Systems, 9 (1&2), 77-91. doi: 10.1142/S0218843000000065
Xiao, JT, Zhang, YC, Jia, XH and Zhou, XF (2000). A schedule of join operations to reduce I/O cost in spatial database systems. Data and Knowledge Engineering, 35 (3), 299-317. doi: 10.1016/S0169-023X(00)00026-4
Zhou, Xiao bo, Xie, Li and Zhou, Xiao fang (1999). Model of integration of data and computational services on spatial internet marketplace. Chinese Journal of Advanced Software Research, 6 (4), 350-358.
Abel, David J., Gaede, Volker, Power, Robert A. and Zhou, Xiaofang (1999). Caching strategies for spatial joins. GeoInformatica, 3 (1), 33-59. doi: 10.1023/A:1009844729517
Liu, Chengfei, Orlowska, Maria, Zhou, Xiaofang and Lin, Xuemin (1999). Confirmation: a solution for non-compensatability in workflow applications. Proceedings - International Conference on Data Engineering
Abel, David J., Gaede, Volker J., Taylor, Kerry L. and Zhou, Xiaofang (1999). SMART: Towards spatial internet marketplaces. GeoInformatica, 3 (2), 141-164. doi: 10.1023/A:1009899610244
Zhou, Xiaofang, Abel, David J. and Truffet, David (1998). Data Partitioning for Parallel Spatial Join Processing. GeoInformatica, 2 (2), 175-204. doi: 10.1023/A:1009755931056
Zhou, XF, Abel, DJ and Truffet, D (1997). Data partitioning for parallel spatial join processing. Advances In Spatial Databases, 1262, 178-196.
Zhou, Xiaofang (1996). Parallel transitive closure computation in relational databases. Information Sciences, 92 (1-4), 109-135. doi: 10.1016/0020-0255(96)00053-9
Zhou, Xiaofang, Zhang, Yanchun and Orlowska, Maria E. (1994). A new fragmentation scheme for recursive query processing. Data and Knowledge Engineering, 13 (2), 177-192. doi: 10.1016/0169-023X(94)90003-5
Jin, Zhiquan, Liu, Chengfei, Sun, Zhongxiu, Zhou, Xiaofang, Chen, Peipei and Gu, Jianming (1990). Design and implementation of a heterogeneous distributed database system. Journal of Computer Science and Technology, 5 (4), 363-373. doi: 10.1007/BF02945288
Conference Papers
Liu, Yu, Hua, Wen, Xin, Kexuan, Hosseini, Saeid and Zhou, Xiaofang (2023). TEA: Time-aware Entity Alignment in knowledge graphs. ACM Web Conference 2023, Austin, TX, United States, 30 April - 4 May 2023. New York, NY, United States: ACM. doi: 10.1145/3543507.3583317
Cui, Yue, Chen, Ma, Zheng, Kai, Chen, Lei and Zhou, Xiaofang (2023). Controllable Universal Fair Representation Learning. New York, NY, USA: ACM. doi: 10.1145/3543507.3583307
Li, Jiajia, Xiong, Xing, Li, Lei, He, Dan, Zong, Chuanyu and Zhou, Xiaofang (2023). Finding Top-k Optimal Routes with Collective Spatial Keywords on Road Networks. IEEE. doi: 10.1109/icde55515.2023.00035
Zheng, Bolong, Ma, Yong, Wan, Jingyi, Gao, Yongyong, Huang, Kai, Zhou, Xiaofang and Jensen, Christian S. (2023). Reinforcement Learning based Tree Decomposition for Distance Querying in Road Networks. IEEE. doi: 10.1109/icde55515.2023.00132
Shi, Weijie, Xu, Jiajie, Fang, Junhua, Chao, Pingfu, Liu, An and Zhou, Xiaofang (2023). LHMM: A Learning Enhanced HMM Model for Cellular Trajectory Map Matching. IEEE. doi: 10.1109/icde55515.2023.00187
Du, Xinyu, Yuan, Huanhuan, Zhao, Pengpeng, Fang, Junhua, Liu, Guanfeng, Liu, Yanchi, Sheng, Victor S. and Zhou, Xiaofang (2023). Contrastive Enhanced Slide Filter Mixer for Sequential Recommendation. IEEE. doi: 10.1109/icde55515.2023.00205
Zheng, Bolong, Yue, Ziyang, Hu, Qi, Yi, Xiaomeng, Luan, Xiaofan, Xie, Charles, Zhou, Xiaofang and Jensen, Christian S. (2023). Learned probing cardinality estimation for high-dimensional approximate NN search. 39th International Conference on Data Engineering (ICDE), Anaheim, CA, United States, 3-7 April 2023. Washington, DC, United States: IEEE Computer Society. doi: 10.1109/icde55515.2023.00246
Xu, Yehong, Li, Lei, Zhang, Mengxuan, Xu, Zizhuo and Zhou, Xiaofang (2023). Global Routing Optimization In Road Networks. IEEE. doi: 10.1109/icde55515.2023.00194
Zhao, Xi, Tian, Yao, Huang, Kai, Zheng, Bolong and Zhou, Xiaofang (2023). Towards efficient index construction and approximate nearest neighbor search in high-dimensional spaces. 49th International Conference on Very Large Data Bases, Vancouver, BC, Canada, 28 August - 1 September 2023. New York, NY, United States: Association for Computing Machinery. doi: 10.14778/3594512.3594527
Li, Jiajia, Wang, Mingshen, Li, Lei, Xin, Kexuan, Hua, Wen and Zhou, Xiaofang (2023). Trajectory representation learning based on road network partition for similarity computation. 28th International Conference, DASFAA 2023, Tianjin, China, 17-20 April 2023. Heidelberg, Germany: Springer. doi: 10.1007/978-3-031-30637-2_26
Cui, Yue, Li, Shuhao, Deng, Wenjin, Zhang, Zhaokun, Zhao, Jing, Zheng, Kai and Zhou, Xiaofang (2023). ROI-demand Traffic Prediction: A Pre-train, Query and Fine-tune Framework. IEEE Computer Society. doi: 10.1109/ICDE55515.2023.00107
Zhao, Xi, Zheng, Bolong, Yi, Xiaomeng, Luan, Xiaofan, Xie, Charles, Zhou, Xiaofang and Jensen, Christian S. (2023). FARGO: Fast Maximum Inner Product Search via Global Multi-Probing. 49th International Conference on Very Large Data Bases, Vancouver, Canada, 28 August – 1 September 2023. New York, NY United States: Association for Computing Machinery. doi: 10.14778/3579075.3579084
Xin, Kexuan, Sun, Zequn, Hua, Wen, Hu, Wei, Qu, Jianfeng and Zhou, Xiaofang (2022). Large-scale Entity Alignment via Knowledge Graph Merging, Partitioning and Embedding. 31st ACM International Conference on Information & Knowledge Management CIKM22, Atlanta, GA United States, 17 - 21 October 2022. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3511808.3557374
Xu, Yuan, Xu, Jiajie, Zhao, Jing, Zheng, Kai, Liu, An, Zhao, Lei and Zhou, Xiaofang (2022). MetaPTP: An Adaptive Meta-optimized Model for Personalized Spatial Trajectory Prediction. 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC United States, 14 - 18 August 2022. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3534678.3539360
Jin, Fengmei, Hua, Wen, Ruan, Boyu and Zhou, Xiaofang (2022). Frequency-based Randomization for Guaranteeing Differential Privacy in Spatial Trajectories. 38th IEEE International Conference on Data Engineering (ICDE), Kuala Lumpur, Malaysia, 9-11 May 2022. Piscataway, NJ United States: IEEE. doi: 10.1109/ICDE53745.2022.00175
Tian, Yao, Zhao, Xi and Zhou, Xiaofang (2022). DB-LSH: Locality-Sensitive Hashing with Query-based Dynamic Bucketing. 2022 IEEE 38th International Conference on Data Engineering (ICDE), Kuala Lumpur, Malaysia, 9-12 May 2022. Piscataway, NJ United States: IEEE. doi: 10.1109/ICDE53745.2022.00214
Luo, Zihan, Li, Lei, Zhang, Mengxuan, Hua, Wen, Xu, Yehong and Zhou, Xiaofang (2022). Diversified Top-κ Route Planning in Road Network. 48th International Conference on Very Large Data Bases, Sydney, NSW Australia, 5-9 September 2022. New York, NY United States: Association for Computing Machinery. doi: 10.14778/3551793.3551863
Xin, Kexuan, Sun, Zequn, Hua, Wen, Liu, Bing, Hu, Wei, Qu, Jianfeng and Zhou, Xiaofang (2022). Ensemble semi-supervised entity alignment via cycle-teaching. 36th AAAI Conference on Artificial Intelligence / 34th Conference on Innovative Applications of Artificial Intelligence / 12th Symposium on Educational Advances in Artificial Intelligence, Virtual, 22 February - 1 March 2022. Palo Alto, CA, United States: Association for the Advancement of Artificial Intelligence. doi: 10.1609/aaai.v36i4.20348
Xin, Kexuan, Sun, Zequn, Hua, Wen, Hu, Wei and Zhou, Xiaofang (2022). Informed multi-context entity alignment. 15th ACM International Conference on Web Search and Data Mining (WSDM), Online, 21-25 February 2022. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3488560.3498523
Yang, Zhong, Zheng, Bolong, Wang, Xianzhi, Li, Guohui and Zhou, Xiaofang (2022). minIL: A Simple and Small Index for String Similarity Search with Edit Distance. 2022 IEEE 38th International Conference on Data Engineering (ICDE), Kuala Lumpur, Malaysia, 9-12 May 2022. Piscataway, NJ United States: IEEE. doi: 10.1109/ICDE53745.2022.00047
Dong, Qi-Yun, Chen, Geng-Sheng and Zhou, Xiao-Fang (2022). Hybrid Attention Spatial-Temporal Network for Video Saliency Prediction. Institute of Electrical and Electronics Engineers Inc.. doi: 10.1109/ICSICT55466.2022.9963218
Liu, Ziyi, Li, Lei, Zhang, Mengxuan, Hua, Wen and Zhou, Xiaofang (2022). FHL-Cube: Multi-Constraint Shortest Path Querying with Flexible Combination of Constraints. 48th International Conference on Very Large Data Bases, Sydney, NSW Australia, 5-9 September 2022. New York, NY United States: Association for Computing Machinery. doi: 10.14778/3551793.3551856
Zheng, Bolong, Wan, Jingyi, Gao, Yongyong, Ma, Yong, Huang, Kai, Zhou, Xiaofang and Jensen, Christian S. (2022). Workload-Aware Shortest Path Distance Querying in Road Networks. 2022 IEEE 38th International Conference on Data Engineering (ICDE), Kuala Lumpur, Malaysia, 9-12 May 2022. Piscataway, NJ United States: IEEE. doi: 10.1109/ICDE53745.2022.00223
Huang, Kai, Ye, Qingqing, Zhao, Jing, Zhao, Xi, Hu, Haibo and Zhou, Xiaofang (2022). VINCENT: Towards efficient exploratory subgraph search in graph databases. 48th International Conference on Very Large Data Bases, Sydney, Australia, 5-9 September 2023. New York, NY, United States: Association for Computing Machinery. doi: 10.14778/3554821.3554862
Zhu, Tianyu, Hua, Wen, Qu, Jianfeng and Zhou, Xiaofang (2021). Summarizing long-form document with rich discourse information. 30th ACM International Conference on Information & Knowledge Management, Virtual, 1-5 November 2021. New York, NY, United States: Association for Computing Machinery. doi: 10.1145/3459637.3482396
Cui, Yue, Zheng, Kai, Cui, Dingshan, Xie, Jiandong, Deng, Liwei, Huang, Feiteng and Zhou, Xiaofang (2021). METRO: a generic graph neural network framework for multivariate time series forecasting. International Conference on Very Large Data Bases, Sydney, Australia, 5-9 September 2022. New York, NY, United States: Association for Computing Machinery. doi: 10.14778/3489496.3489503
Zheng, Bolong, Bi, Lei, Cao, Juan, Chai, Hua, Fang, Jun, Chen, Lu, Gao, Yunjun, Zhou, Xiaofang and Jensen, Christian S. (2021). Speaknav: Voice-based route description language understanding for template-driven path search. International Conference on Very Large Data Bases, Copenhagen, Denmark, 16-20 August 2021. New York, NY, United States: Association for Computing Machinery. doi: 10.14778/3476311.3476383
Zhang, Mengxuan, Li, Lei, Hua, Wen and Zhou, Xiaofang (2021). Efficient 2-hop labeling maintenance in dynamic small-world networks. 2021 IEEE 37th International Conference on Data Engineering (ICDE), Chania, Greece, 19 - 22 April 2021. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/icde51399.2021.00019
Liu, Ziyi, Li, Lei, Zhang, Mengxuan, Hua, Wen, Chao, Pingfu and Zhou, Xiaofang (2021). Efficient constrained shortest path query answering with forest hop labeling. 2021 IEEE 37th International Conference on Data Engineering (ICDE), Chania, Greece, 19 - 22 April 2021. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/icde51399.2021.00155
Zhao, Jing, Zhao, Pengpeng, Zhao, Lei, Liu, Yanchi, Sheng, Victor S. and Zhou, Xiaofang (2021). Variational self-attention network for sequential recommendation. 2021 IEEE 37th International Conference on Data Engineering (ICDE), Chania, Greece, 19-22 April 2021. Washington, DC USA: IEEE Computer Society. doi: 10.1109/ICDE51399.2021.00138
An, Baoyi, Xiao, Mingjun, Liu, An, Xie, Xike and Zhou, Xiaofang (2021). Crowdsensing data trading based on combinatorial multi-armed bandit and stackelberg game. 2021 IEEE 37th International Conference on Data Engineering (ICDE), Chania, Greece, 19-22 April 2021. Washington, DC USA: IEEE Computer Society. doi: 10.1109/ICDE51399.2021.00029
Zhang, Mengxuan, Li, Lei, Hua, Wen, Mao, Rui, Chao, Pingfu and Zhou, Xiaofang (2021). Dynamic hub labeling for road networks. 2021 IEEE 37th International Conference on Data Engineering (ICDE), Chania, Greece, 19 - 22 April 2021. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/icde51399.2021.00036
Zhao, Yan, Guo, Jiannan, Chen, Xuanhao, Hao, Jianye, Zhou, Xiaofang and Zheng, Kai (2021). Coalition-based task assignment in spatial crowdsourcing. 2021 IEEE 37th International Conference on Data Engineering (ICDE), Chania, Greece, 19-22 April 2021. Washington, DC USA: IEEE Computer Society. doi: 10.1109/ICDE51399.2021.00028
Zheng, Bolong, Weng, Lianggui, Zhao, Xi, Zeng, Kai, Zhou, Xiaofang and Jensen, Christian S. (2021). REPOSE: distributed top-k trajectory similarity search with local reference point tries. 2021 IEEE 37th International Conference on Data Engineering (ICDE), Chania, Greece, 19-22 April 2021. Washington, DC USA: IEEE Computer Society. doi: 10.1109/ICDE51399.2021.00067
Zhang, Mengxuan, Li, Lei and Zhou, Xiaofang (2021). An experimental evaluation and guideline for path finding in weighted dynamic network. 47th International Conference on Very Large Data Bases, Copenhagen, Denmark, 16 - 20 August 2021. New York, NY United States: Association for Computing Machinery. doi: 10.14778/3476249.3476267
Wang, Yuetian, Hua, Wen, Jin, Fengmei, Qiu, Jing and Zhou, Xiaofang (2021). An efficient approach for spatial trajectory anonymization. Web Information Systems Engineering, Melbourne, VIC, Australia, 26-29 October 2021. Heidelberg, Germany: Springer. doi: 10.1007/978-3-030-90888-1_44
Chao, Pingfu, He, Dan, Li, Lei, Zhang, Mengxuan and Zhou, Xiaofang (2021). Efficient Trajectory Contact Query Processing. 26th International Conference, DASFAA 2021, Taipei, Taiwan, 11–14 April 2021. Heidelberg, Germany: Springer. doi: 10.1007/978-3-030-73194-6_44
Xiaofang Zhou, and Orlowska, M.E. (2021). Parallel naive and semi-naive transitive closure evaluation. IEEE Comput. Soc. Press. doi: 10.1109/icci.1993.315322
Sun, Huimin, Xu, Jiajie, Zheng, Kai, Zhao, Pengpeng, Chao, Pingfu and Zhou, Xiaofang (2021). MFNP: A meta-optimized model for few-shot next POI recommendation. International Joint Conference on Artificial Intelligence, Virtual, 19-26 August 2021. Palo Alto, CA, United States: A A A I Press. doi: 10.24963/ijcai.2021/415
Zhang, Ruiyuan, Ma, Hui, Saha, Tapan Kumar and Zhou, Xiaofang (2020). On sky imaging analysis and deep learning for photovoltaic output nowcasting. 2020 IEEE Power & Energy Society General Meeting (PESGM), Montreal, QC Canada, 2-6 August 2020. Piscataway, NJ USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/pesgm41954.2020.9281668
Xu, Yehong, He, Dan, Chao, Pingfu, Kim, Jiwon, Hua, Wen and Zhou, Xiaofang (2020). Route reconstruction using low-quality bluetooth readings. 28th International Conference on Advances in Geographic Information Systems, Online, 3 - 6 November 2020. New York NY, United States: Association for Computing Machinery. doi: 10.1145/3397536.3422224
Zhao, Kangzhi, Zhang, Yong, Yin, Hongzhi, Wang, Jin, Zheng, Kai, Zhou, Xiaofang and Xing, Chunxiao (2020). Discovering subsequence patterns for next POI recommendation. Twenty-Ninth International Joint Conference on Artificial Intelligence (IJCAI-20), Yokohama, Japan, 11-17 July, 2020. California, United States: International Joint Conferences on Artificial Intelligence Organization. doi: 10.24963/ijcai.2020/445
Sun, Guohao, Liu, Guanfeng, Wang, Yan and Zhou, Xiaofang (2020). Updates-aware graph pattern based node matching. 36th International Conference on Data Engineering (ICDE), Dallas, TX, United States, 20-24 April 2020 . Washington, DC United States: IEEE Computer Society. doi: 10.1109/ICDE48307.2020.00066
Chao, Pingfu, Xu, Yehong, Hua, Wen and Zhou, Xiaofang (2020). A survey on map-matching algorithms. 31st Australasian Database Conference, Melbourne, VIC Australia, 3-7 February 2020. CHAM: Springer. doi: 10.1007/978-3-030-39469-1_10
Deng, Shizhuo, Hua, Wen, Wang, Botao, Wang, Guoren and Zhou, Xiaofang (2020). Few-shot human activity recognition on noisy wearable sensor data. DASFAA 2020: Database Systems for Advanced Applications, Jeju, South Korea, 24–27 September 2020. Heidelberg, Germany: Springer. doi: 10.1007/978-3-030-59416-9_4
Zhang, Mengxuan, Li, Lei, Chao, Pingfu, Hua, Wen and Zhou, Xiaofang (2020). Path query processing using typical snapshots in dynamic road networks. 25th International Conference on Database Systems for Advanced Applications (DASFAA 2020), Jeju, Korea, 24-27 September 2020. Cham, Switzerland: Springer Nature Switzerland. doi: 10.1007/978-3-030-59419-0_16
Li, Mengqi, He, Dan and Zhou, Xiaofang (2020). Efficient kNN Search with occupation in large-scale on-demand ride-hailing. 31st Australasian Database Conference, ADC 2020, Melbourne, VIC, Australia, 3–7 February, 2020. Cham, Switzerland: Springer International Publishing. doi: 10.1007/978-3-030-39469-1_3
Zhao, Yan, Zheng, Kai, Cui, Yue, Su, Han, Zhu, Feida and Zhou, Xiaofang (2020). Predictive task assignment in spatial crowdsourcing: A data-driven approach. 36th International Conference on Data Engineering (ICDE), Dallas, TX, United States, 20-24 April 2020. Washington, DC United States: IEEE Computer Society. doi: 10.1109/ICDE48307.2020.00009
Yang, Yu, Wen, Zhiyuan, Cao, Jiannong, Shen, Jiaxing, Yin, Hongzhi and Zhou, Xiaofang (2020). EPARS: Early prediction of at-risk students with online and offline learning behaviors. International Conference on Database Systems for Advanced Applications, Jeju, South Korea, 24-27 September 2020. Heidelberg, Germany: Springer . doi: 10.1007/978-3-030-59416-9_1
Zhang, Mengxuan, Li, Lei, Hua, Wen and Zhou, Xiaofang (2020). Typical snapshots selection for shortest path query in dynamic road networks. Australasian Database Conference, Melbourne, VIC, Australia, 3-7 February 2020. Cham, Switzerland: Springer International Publishing. doi: 10.1007/978-3-030-39469-1_9
Yang, Zhong, Zheng, Bolong, Li, Guohui, Zhao, Xi, Zhou, Xiaofang and Jensen, Christian S. (2020). Adaptive top-k overlap set similarity joins. 36th International Conference on Data Engineering (ICDE), Dallas, TX, United States, 20-24 April 2020. Washington, DC United States: IEEE Computer Society. doi: 10.1109/ICDE48307.2020.00098
Li, Lei, Zhang, Mengxuan, Hua, Wen and Zhou, Xiaofang (2020). Fast query decomposition for batch shortest path processing in road networks. International Conference on Data Engineering (ICDE), Dallas, TX, United States, 20-24 April 2020. Piscataway, NJ, United States: IEEE. doi: 10.1109/icde48307.2020.00107
Liu, Jian, Zhao, Pengpeng, Zhuang, Fuzhen, Liu, Yanchi, Sheng, Victor S., Xu, Jiajie, Zhou, Xiaofang and Xiong, Hui (2020). Exploiting aesthetic preference in deep cross networks for cross-domain recommendation. The Web Conference, Taipei, Taiwan, 20-24 April 2020. New York, NY, United States: Association for Computing Machinery. doi: 10.1145/3366423.3380036
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
Imran, Mubashir, Yin, Hongzhi, Chen, Tong, Shao, Yingxia, Zhang, Xiangliang and Zhou, Xiaofang (2020). Decentralized embedding framework for large-scale networks. International Conference on Database Systems for Advanced Applications, Jeju, South Korea, 24-27 September 2020. Heidelberg, Germany: Springer . doi: 10.1007/978-3-030-59419-0_26
Chang, Yangyang, Sobelman, Gerald E. and Zhou, Xiaofang (2019). Genetic architecture search for binarized neural networks. IEEE Computer Society. doi: 10.1109/ASICON47005.2019.8983441
Xin, Kexuan, Hua, Wen, Liu, Yu and Zhou, Xiaofang (2019). Entity disambiguation based on parse tree neighbours on graph attention network. Web Information Systems Engineering, Hong Kong, China, 19-22 January 2020. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-34223-4_33
Jin, Fengmei, Hua, Wen, Xu, Jiajie and Zhou, Xiaofang (2019). Moving object linking based on historical trace. 2019 IEEE 35th International Conference on Data Engineering (ICDE), Macao, 8-11 April 2019. Piscataway, NJ, United States: IEEE Computer Society. doi: 10.1109/ICDE.2019.00098
Li, Xiaocui, Yin, Hongzhi, Zhou, Ke, Chen, Hongxu, Sadiq, Shazia and Zhou, Xiaofang (2019). Semi-supervised Clustering with Deep Metric Learning. 24th International Conference on Database Systems for Advanced Applications, DASFAA 2019, Chiang Mai, Thailand, 22-15 April 2019. Heidelberg, Germany: Springer . doi: 10.1007/978-3-030-18590-9_50
Zhang, Mengxuan, Li, Lei, Hua, Wen and Zhou, Xiaofang (2019). Efficient Batch Processing of Shortest Path Queries in Road Networks. 20th IEEE International Conference on Mobile Data Management (MDM), Hong Kong, Hong Kong, 10-13 June 2019. Piscataway, NJ United States: IEEE. doi: 10.1109/mdm.2019.00-69
Chao, Pingfu, Hua, Wen and Zhou, Xiaofang (2019). An iterative map-trajectory co-optimisation framework based on map-matching and map update. 24th International Conference on Database Systems for Advanced Applications, DASFAA 2019, Chiang Mai, Thailand, 22 - 25 April, 2019. Germany: Springer Verlag. doi: 10.1007/978-3-030-18590-9_34
Yang, Junye, Zhang, Yong, Zhou, Xiaofang, Wang, Jin, Hu, Huiqi and Xing, Chunxiao (2019). A hierarchical framework for top-k location-aware error-tolerant keyword search. 35th International Conference on Data Engineering (ICDE 2019), Macao, Macao, 8-11 April 2019. New York, NY, United States: IEEE Computer Society. doi: 10.1109/ICDE.2019.00092
He, Dan, Wang, Sibo, Zhou, Xiaofang and Cheng, Reynold (2019). An efficient framework for correctness-aware kNN queries on road networks. 35th International Conference on Data Engineering (ICDE 2019), Macao, Macao, 8-11 April 2019. New York, NY, United States: IEEE Computer Society. doi: 10.1109/ICDE.2019.00118
Liu, Yu, Hua, Wen, Xin, Kexuan and Zhou, Xiaofang (2019). Context-Aware Temporal Knowledge Graph Embedding. 20th International Conference, Web Information Systems Engineering – WISE 2019, Hong Kong, China, 19–22 January 2020. Heidelberg, Germany: Springer. doi: 10.1007/978-3-030-34223-4_37
Qu, Jianfeng, Ouyang, Dantong, Hua, Wen, Ye, Yuxin and Zhou, Xiaofang (2019). Discovering correlations between sparse features in distant supervision for relation extraction. 12th ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, 11-15 February, 2019. New York, New York, USA: Association for Computing Machinery. doi: 10.1145/3289600.3291004
Qu, Jianfeng, Hua, Wen, Ouyang, Dantong, Zhou, Xiaofang and Li, Ximing (2019). A fine-grained and noise-aware method for neural relation extraction. 28th ACM International Conference on Information and Knowledge Management, Beijing, China, November, 2019. New York, NY, United States: Association for Computing Machinery. doi: 10.1145/3357384.3357997
Ye, Zixin, Hua, Wen, Wang, Liwei and Zhou, Xiaofang (2019). SIRCS: slope-intercept-residual compression by correlation sequencing for multi-stream high variation data. 24th International Conference on Database Systems for Advanced Applications, DASFAA 2019, Chiang Mai, Thailand, 22-25 April 2019. Cham, Switzerland: Springer Verlag. doi: 10.1007/978-3-030-18576-3_12
Zhang, Mengxuan, Li, Lei, Hua, Wen and Zhou, Xiaofang (2019). Batch processing of shortest path queries in road networks. 30th Australasian Database Conference, ADC 2019, Sydney, NSW, 29 January -1 February 2019. Cham, Switzerland: Springer Verlag. doi: 10.1007/978-3-030-12079-5_1
Zheng, Bolong, Zheng, Kai, Jensen, Christian S., Hung, Nguyen Quoc Viet, Su, Han, Li, Guohui and Zhou, Xiaofang (2019). Answering why-not group spatial keyword queries (extended abstract). 35th International Conference on Data Engineering (ICDE), Macao, Macao, 8-11 April 2019. New York, NY, United States: IEEE Computer Society. doi: 10.1109/ICDE.2019.00272
Shan, Shuangli, Li, Zhixu, Li, Yang, Yang, Qiang, Zhu, Jia, Sharaf, Mohamed and Zhou, Xiaofang (2019). WebPut: a web-aided data imputation system for the general type of missing string attribute values. IEEE 35th International Conference on Data Engineering (ICDE), Macau, Peoples R China, 8-11 April 2019. Piscataway, NJ, United States: IEEE. doi: 10.1109/ICDE.2019.00212
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
Zhao, Pengpeng, Zhu, Haifeng, Liu, Yanchi, Xu, Jiajie, Li, Zhixu, Zhuang, Fuzhen, Sheng, Victor S. and Zhou, Xiaofang (2019). Where to Go Next: A Spatio-Temporal Gated Network for Next POI Recommendation. 33rd AAAI Conference on Artificial Intelligence / 31st Innovative Applications of Artificial Intelligence Conference / 9th AAAI Symposium on Educational Advances in Artificial Intelligence, Honolulu Hi, 27 January -1 February 2019. Palo Alto, CA United States: Association for the Advancement of Artificial Intelligence.
Liu, Yu, Hua, Wen and Zhou, Xiaofang (2019). Extracting temporal patterns from large-scale text corpus. 30th Australasian Database Conference, ADC 2019, Sydney, NSW, Australia, 29 January -1 February 2019. Cham, Switzerland: Springer Verlag. doi: 10.1007/978-3-030-12079-5_2
Ma, Jingwei, Wen, Jiahui, Zhong, Mingyang, Chen, Weitong, Zhou, Xiaofang and Indulska, Jadwiga (2019). Multi-source multi-net micro-video recommendation with hidden item category discovery. DASFAA 2019: Database Systems for Advanced Applications, Chiang Mai, Thailand, 22-25 April 2019. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-18579-4_23
Xu, Chengfeng, Zhao, Pengpeng, Liu, Yanchi, Sheng, Victor S., Xu, Jiajie, Zhuang, Fuzhen, Fang, Junhua and Zhou, Xiaofang (2019). Graph contextualized self-attention network for session-based recommendation. Twenty-Eighth International Joint Conference on Artificial Intelligence (IJCAI-19), Macao, China, 10-16 August 2019. Palo Alto, CA United States: A A A I Press. doi: 10.24963/ijcai.2019/547
Zhang, Tingting, Zhao, Pengpeng, Liu, Yanchi, Sheng, Victor S., Xu, Jiajie, Wang, Deqing, Liu, Guanfeng and Zhou, Xiaofang (2019). Feature-level deeper self-attention network for sequential recommendation. Twenty-Eighth International Joint Conference on Artificial Intelligence (IJCAI-19), Macao, China, 10-16 August 2019. Palo Alto, CA United States: A A A I Press. doi: 10.24963/ijcai.2019/600
Yin, Hongzhi, Wang, Qinyong, Zheng, Kai, Li, Zhixu, Yang, Jiali and Zhou, Xiaofang (2019). Social influence-based group representation learning for group recommendation. 35th International Conference on Data Engineering (ICDE 2019), Macao, Macao, 8-11 April 2019. New York, NY, United States: IEEE Computer Society. doi: 10.1109/ICDE.2019.00057
Li, Lei, Wang, Sibo and Zhou, Xiaofang (2019). Time-dependent hop labeling on road network. 2019 IEEE 35th International Conference on Data Engineering (ICDE), Macau SAR, China, 8-11 April 2019. Piscataway, NJ USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/icde.2019.00085
Xu, Chengfeng, Xu, Jiajie, Zhao, Pengpeng, Sheng, Victor S., Liu, Yanchi, Cui, Zhiming, Zhou, Xiaofang and Xiong, Hui (2019). Recurrent convolutional neural network for sequential recommendation. WWW '19 The World Wide Web Conference, San Francisco, CA, United States, 13 - 17 May, 2019. New York, New York, USA: Association for Computing Machinery. doi: 10.1145/3308558.3313408
Xiaofang, Zhou (2018). Design and implementation of student information management system based on Java. ICISS '18: 1st International Conference on Information Science and Systems (ICISS 2018), Jeju, Republic of Korea (South Korea), 27-29 April 2018. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3209914.3226153
Lv, Zhongjian, Xu, Jiajie, Zheng, Kai, Yin, Hongzhi, Zhao, Pengpeng and Zhou, Xiaofang (2018). LC-RNN: A deep learning model for traffic speed prediction. 27th International Joint Conference on Artificial Intelligence (IJCAI 2018), Stockholm, Sweden, 13-19 July 2018. International Joint Conferences on Artificial Intelligence. doi: 10.24963/ijcai.2018/482
Hosseini, Saeid, Yin, Hongzhi, Cheung, Ngai-Man, Leng, Kan Pak, Elovici, Yuval and Zhou, Xiaofang (2018). Exploiting reshaping subgraphs from bilateral propagation graphs. 23rd International Conference on Database Systems for Advanced Applications, DASFAA 2018, Gold Coast, QLD, Australia, 21-24 May 2018. Cham, Switzerland: Springer Verlag. doi: 10.1007/978-3-319-91452-7_23
Zhao, Kangzhi, Zhang, Yong, Wang, Zihao, Yin, Hongzhi, Zhou, Xiaofang, Wang, Jin and Xing, Chunxiao (2018). Modeling patient visit using electronic medical records for cost profile estimation. 23rd International Conference on Database Systems for Advanced Applications, DASFAA 2018, Gold Coast, QLD, Australia, 21-24 May 2018. Heidelberg, Germany: Springer Verlag. doi: 10.1007/978-3-319-91458-9_2
Sun, Guohao, Liu, Guanfeng, Wang, Yan, Orgun, Mehmet and Zhou, Xiaofang (2018). Incremental graph pattern based node matching. 34th IEEE International Conference on Data Engineering (ICDE 2018) , Paris, France, 16-19 April 2018. NEW YORK: IEEE. doi: 10.1109/ICDE.2018.00034
Joshi, Anupam, Šaltenis, Simonas and Zhou, Xiaofang (2018). Message from the MDM 2018 general co-chairs. 19th IEEE International Conference on Mobile Data Management (MDM 2018), Aalborg, Denmark, 25-28 June 2018. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/MDM.2018.00005
He, Dan, Ruan, Boyu, Zheng, Bolong and Zhou, Xiaofang (2018). Origin-destination trajectory diversity analysis: efficient top-k diversified search. 19th IEEE International Conference on Mobile Data Management, MDM 2018, Aalborg University, Aalborg, Denmark, 26-28 June 2018. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers Inc.. doi: 10.1109/MDM.2018.00030
Cui, Xingcan, Yu, Xiaohui, Zhou, Xiaofang and Guo, Jiong (2018). ID repair for trajectories with transition graphs. 21st International Conference on Extending Database Technology (EDBT), Lisbon, Portugal, March 26-29, 2018. Konstanz, Germany: OpenProceedings. doi: 10.5441/002/edbt.2018.02
Peixoto, Douglas Alves, Su, Han, Hung, Nguyen Quoc Viet, Stantic, Bela, Zheng, Bolong and Zhou, Xiaofang (2018). Concept for evaluation of techniques for trajectory distance measures. 19th IEEE International Conference on Mobile Data Management, MDM 2018, Aalborg University, Aalborg, Denmark, 26-28 June 2018. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers Inc.. doi: 10.1109/MDM.2018.00048
Nguyen, Quoc Viet Hung, Huynh, Huu Viet, Nguyen, Thanh Tam, Weidlich, Matthias, Yin, Hongzhi and Zhou, Xiaofang (2018). Computing crowd consensus with partial agreement. 34th IEEE International Conference on Data Engineering (ICDE 2018), Paris, France, 16-19 April 2018. NEW YORK: IEEE. doi: 10.1109/ICDE.2018.00232
Peixoto, Douglas Alves, Zhou, Xiaofang, Hung, Nguyen Quoc Viet, He, Dan and Stantic, Bela (2018). A system for spatial-temporal trajectory data integration and representation. 23rd International Conference on Database Systems for Advanced Applications, DASFAA 2018, Gold Coast, QLD, Australia, 21-24 May 2018. Heidelberg, Germany: Springer Verlag. doi: 10.1007/978-3-319-91458-9_53
Zheng, Bolong, Su, Han, Hua, Wen, Zheng, Kai, Zhou, Xiaofang and Li, Guohui (2018). Efficient clue-based route search on road networks. 34th IEEE International Conference on Data Engineering (ICDE 2018), Paris, France, 16-19 April 2018. NEW YORK: IEEE. doi: 10.1109/ICDE.2018.00249
Maskouni, Mojtaba Amiri, Hosseini, Saeid, Abachi, Hadi Mohammadzadeh, Kangavari, Mohammadreza and Zhou, Xiaofang (2018). Auto-CES: an automatic pruning method through clustering ensemble selection. 29th Australasian Database Conference, ADC 2018, Gold Coast, QLD, Australia, 24-27 May 2018. Heidelberg, Germany: Springer Verlag. doi: 10.1007/978-3-319-92013-9_22
He, Dan, Ruan, Boyu, Zheng, Bolong and Zhou, Xiaofang (2018). Trajectory set similarity measure: An EMD-based approach. 29th Australasian Database Conference, ADC 2018, Gold Coast, QLD, Australia, 24-27 May 2018. Heidelberg, Germany: Springer Verlag. doi: 10.1007/978-3-319-92013-9_3
Shen, Yongxin, Li, Zhixu, Zhang, Wenling, Liu, An and Zhou, Xiaofang (2018). DAVE: extracting domain attributes and values from text corpus. 2nd Asia Pacific Web and Web-Age Information Management Joint Conference on Web and Big Data, APWeb-WAIM 2018, Macau, China, 23-25 July 2018. Cham, Switzerland: Springer Verlag. doi: 10.1007/978-3-319-96890-2_35
Hosseini, Saeid, Yin, Hongzhi, Zhang, Meihui, Elovici, Yuval and Zhou, Xiaofang (2018). Mining subgraphs from propagation networks through temporal dynamic analysis. 19th IEEE International Conference on Mobile Data Management, MDM 2018, Aalborg University, Aalborg, Denmark, 26-28 June 2018. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers Inc.. doi: 10.1109/MDM.2018.00023
Yin, Hongzhi, Zou, Lei, Nguyen, Quoc Viet Hung, Huang, Zi and Zhou, Xiaofang (2018). Joint event-partner recommendation in event-based social networks. 34th IEEE International Conference on Data Engineering (ICDE 2018), Paris, France, 16-19 April 2018. NEW YORK: IEEE. doi: 10.1109/ICDE.2018.00088
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, Wei, Yin, Hongzhi, Wang, Weiqing, Zhao, Lei and Zhou, Xiaofang (2018). Effective and efficient user account linkage across location based social networks. 34th IEEE International Conference on Data Engineering (ICDE 2018), Paris, France, 16-19 April 2018. NEW YORK: IEEE. doi: 10.1109/ICDE.2018.00101
Li, Tianjiao, Zhao, Tiandong, Nho, Minwoo and Zhou, Xiaofang (2017). A novel RLE and LZW for bit-stream compression. 13th IEEE International Conference on Solid-State and Integrated Circuit Technology (ICSICT 2016), Hangzhou, China, 25-28 October 2016. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICSICT.2016.7998815
Zhao, Tiandong, Li, Tianjiao, Nho, Minwoo and Zhou, Xiaofang (2017). Bit stream compression using Self-Adaptive EFDR coding. Institute of Electrical and Electronics Engineers Inc.. doi: 10.1109/ICSICT.2016.7998775
Xie, Min, Yin, Hongzhi, Xu, Fanjiang, Wang, Hao and Zhou, Xiaofang (2017). Graph-based metric embedding for next POI recommendation. 17th International Conference on Web Information Systems Engineering (WISE), Shanghai, China, 8 - 10 November 2016. Heidelberg, Germany: Springer . doi: 10.1007/978-3-319-48743-4_17
Lv, Zhongjian, Xu, Jiajie, Zhao, Pengpeng, Liu, Guanfeng, Zhao, Lei and Zhou, Xiaofang (2017). Outlier Trajectory Detection: A Trajectory Analytics Based Approach. 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_15
Chen, Wei, Yin, Hongzhi, Wang, Weiqing, Zhao, Lei, Hua, Wen and Zhou, Xiaofang (2017). Exploiting spatio-temporal user behaviors for user linkage. 26th ACM International Conference on Information and Knowledge Management, CIKM 2017, Singapore, Singapore, 06 - 10 November 2017. New York, New York, United States: Association for Computing Machinery. doi: 10.1145/3132847.3132898
Shi, Qun, Liu, Guanfeng, Zheng, Kai, Liu, An, Li, Zhixu, Zhao, Lei and Zhou, Xiaofang (2017). Multi-constrained top-K graph pattern matching in contextual social graphs. 24th IEEE International Conference on Web Services, ICWS 2017, Honolulu, HI., United States, 25-30 June 2017. Los Alamitos, CA., United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICWS.2017.69
Yin, Hongzhi, Chen, Liang, Wang, Weiqing, Du, Xingzhong, Nguyen, Quoc Viet Hung and Zhou, Xiaofang (2017). Mobi-SAGE: A sparse additive generative model for mobile app recommendation. IEEE 33rd International Conference on Data Engineering (ICDE), San Diego, CA, United States, 19-22 April 2017. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICDE.2017.43
Chao, Pingfu, He, Dan, Sadiq, Shazia, Zheng, Kai and Zhou, Xiaofang (2017). A performance study on large-scale data analytics using disk-based and in-memory database systems. 2017 IEEE International Conference on Big Data and Smart Computing, BigComp 2017, Jeju, South Korea, 13 - 16 February 2017. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/BIGCOMP.2017.7881706
Li, Yang, Zheng, Kai, Yan, Ying, Liu, Qi and Zhou, Xiaofang (2017). EtherQL: A Query Layer for Blockchain System. 22nd International Conference on Database Systems for Advanced Applications (DASFAA), Suzhou Peoples R China, Mar 27-30, 2017. CHAM: SPRINGER INTERNATIONAL PUBLISHING AG. doi: 10.1007/978-3-319-55699-4_34
Ruan, Boyu, Hua, Wen, Zhang, Ruiyuan and Zhou, Xiaofang (2017). Decomposition-based approximation of time series data with max-error guarantees. 28th Australasian Database Conference, ADC 2017, Brisbane, QLD, 25-28 September 2017. Heidelberg, Germany: Springer Verlag. doi: 10.1007/978-3-319-68155-9_6
Gu, Binbin, Liu, Guanfeng, Li, Zhixu, Zheng, Kai, Zhao, Lei, Liu, An, Zhang, Xiangliang and Zhou, Xiaofang (2017). The interaction between schema matching and record matching in data integration (Extended abstract). 33rd IEEE International Conference on Data Engineering, ICDE 2017, San Diego, CA., United States, 19-22 April 2017. Washington, DC., United States: IEEE Computer Society. doi: 10.1109/ICDE.2017.23
Hosseini, Saeid, Yin, Hongzhi, Zhang, Meihui, Zhou, Xiaofang and Sadiq, Shazia (2017). Jointly modeling heterogeneous temporal properties in location recommendation. 22nd Internation Conference, DASFAA 2017, Suzhou, China, 27 - 30 March 2017. Cham, Switzerland: Springer. doi: 10.1007/978-3-319-55753-3_31
Liu, Xiao, Liu, An, Zhang, Xiangliang, Li, Zhixu, Liu, Guanfeng, Zhao, Lei and Zhou, Xiaofang (2017). When Differential Privacy Meets Randomized Perturbation: A Hybrid Approach for Privacy-Preserving Recommender System. 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_36
Dai, Jiaan, Zhou, Xiaofang, Zhang, Linshan and Sobelman, Gerald E. (2016). Network-coding-based distributed relay scheme for PLC networks. IEEE 11th International Conference on ASIC (ASICON 2015), Chengdu, China, 3-6 November 2015. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/ASICON.2015.7517197
Cheng, Jieqiong, Yang, Qingqing and Zhou, Xiaofang (2016). Design of a high parallelism high throughput HSPA+ Turbo decoder. 11th IEEE International Conference on ASIC (Advanced Semiconductor Integrated Circuits), ASICON 2015, Chengdu, China, 03-06 November 2015. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/ASICON.2015.7517198
Yin, Hongzhi, Hu, Zhiting, Zhou, Xiaofang, Wang, Hao, Zheng, Kai, Quoc Viet Hung Nguyen and Sadiq, Shazia (2016). Discovering interpretable geo-social communities for user behavior prediction. IEEE International Conference on Data Engineering (ICDE), Helsinki, Finland, 16-20 May 2016. Washington, DC United States: IEEE Computer Society. doi: 10.1109/ICDE.2016.7498303
Nho, Minwoo, Zhou, Xiaofang and Sobelman, Gerald E. (2016). An SVA hardware monitor with off-line replay. 13th IEEE International Conference on Solid-State and Integrated Circuit Technology, ICSICT 2016, Hangzhou, China, 25-28 October 2016. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers Inc.. doi: 10.1109/ICSICT.2016.7998819
Yun, Sangho, Wu, Fan, Sobelman, Gerald E. and Zhou, Xiaofang (2016). A low-complexity FFT processor using two-dimensional algebraic integer encoding. 13th IEEE International Conference on Solid-State and Integrated Circuit Technology (ICSICT), Hangzhou, China, 25-28 October 2016. Piscataway, NJ USA: IEEE Press. doi: 10.1109/ICSICT.2016.7999028
Liu, Junling, Ge, Yu, Deng, Ke, Zhou, Xiaofang, Sun, Huanliang and Jensen, Christian S. (2016). Clue-based spatio-textual query. 43rd International Conference on Very Large Data Bases, VLDB 2017, Munich, Germany, 28 August - 1 September 2017. New York, NY, United States: Association for Computing Machinery. doi: 10.14778/3055540.3055546
Wang, Weiqing, Yin, Hongzhi, Sadiq, Shazia, Chen, Ling, Xie, Min and Zhou, Xiaofang (2016). SPORE: a sequential personalized spatial item recommender system. IEEE International Conference on Data Engineering (ICDE), Helsinki, Finland, 16-20 May 2016. Washington, DC, United States: IEEE Computer Society. doi: 10.1109/ICDE.2016.7498304
Li, Zhixu, Qin, Lu, Cheng, Hong, Zhang, Xiangliang and Zhou, Xiaofang (2016). TRIP: An interactive retrieving-inferring data imputation approach. 32nd IEEE International Conference on Data Engineering, ICDE 2016, Helsinki, Finland, 16-20 May 2016. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICDE.2016.7498375
Ozsu, Tamer, Zhou, Xiaofang, Li, Feifei, Shim, Kyuseok and Zheng, Kai (2016). Message from the general chairs and program committee chairs. 18th Asia-Pacific Web Conference, APWeb 2016, Suzhou, China, September 23-25, 2016. Cham, Switzerland: Springer. doi: 10.1007/978-3-319-45817-5
Chen, Wei, Zhu, Feida, Zhao, Lei and Zhou, Xiaofang (2016). When peculiarity makes a difference: object characterisation in heterogeneous information networks. 21st International Conference on Database Systems for Advanced Applications, DASFAA 2016, Dallas TX, United States, 16-29 April 2016. Cham, Switzerland: Springer International Publishing Switzerland. doi: 10.1007/978-3-319-32049-6_1
Li, Lei, Zhou, Xiaofang and Zheng, Kevin (2016). Finding least on-road travel time on road network. 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_11
Razniewski, Simon, Sadiq, Shazia and Zhou, Xiaofang (2016). Exploiting hierarchies for efficient detection of completeness in stream data. 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_33
Du, Xingzhong, Yin, Hongzhi, Huang, Zi, Yang, Yi and Zhou, Xiaofang (2016). Using detected visual objects to index video database. Australasian Database Conference on Databases Theory and Applications, Sydney, Australia, 28-29 September 2016. Heidelberg, Germany: Springer. doi: 10.1007/978-3-319-46922-5_26
Zheng, Bolong, Zheng, Kai, Xiao, Xiaokui, Su, Han, Yin, Hongzhi, Zhou, Xiaofang and Li, Guohui (2016). Keyword-aware continuous kNN query on road networks. IEEE International Conference on Data Engineering (ICDE), Helsinki, Finland, 16-20 May 2016. Washington, DC United States: IEEE Computer Society. doi: 10.1109/ICDE.2016.7498297
Ozsu, Tamer, Zhou, Xiaofang, Li, Feifei, Shim, Kyuseok and Zheng, Kai (2016). Message from the general chairs and program committee chairs. 18th Asia-Pacific Web Conference on Web Technologies and Applications, APWeb 2016, Suzhou, China, 23 - 25 September 2016. Cham, Switzerland: Springer. doi: 10.1007/978-3-319-45814-4
Bertino, Elisa, Crestani, Fabio, Mostafa, Javed, Tang, Jie, Si, Luo and Zhou, Xiaofang (2016). PC chairs' welcome. 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, United States, 24 - 28 October 2016. New York, NY, United States: Association for Computing Machinery. doi: 10.1145/2983323
Zhu, Wen-Yuan, Peng, Wen-Chih, Chen, Ling-Jyh, Zheng, Kai and Zhou, Xiaofang (2015). Modeling user mobility for location promotion in location-based social networks. 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2015, Sydney, NSW, Australia, 10-13 August 2015. New York, NY United States: Association for Computing Machinery. doi: 10.1145/2783258.2783331
Dou, Mengyu, He, Tieke, Yin, Hongzhi, Zhou, Xiaofang, Chen, Zhenyu and Luo, Bin (2015). Predicting passengers in public transportation using smart card data. 26th Australasian Database Conference (ADC), Melbourne Australia, 4-7 June 2015. Heidelberg, Germany: Springer. doi: 10.1007/978-3-319-19548-3_3
He, Tieke, Yin, Hongzhi, Chen, Zhenyu, Zhou, Xiaofang and Luo, Bin (2015). Predicting users' purchasing behaviors using their browsing history. 26th Australasian Database Conference (ADC), Melbourne, Australia, 4-7 June 2015. Heidelberg, Germany: Springer. doi: 10.1007/978-3-319-19548-3_11
Wu, Huimin, Shao, Jie, Yin, Hongzhi, Shen, Heng Tao and Zhou, Xiaofang (2015). Geographical constraint and temporal similarity modeling for point-of-interest recommendation. International Conference on Web Information Systems Engineering, Miami, FL, United States, 1-3 November 2015. Cham, Switzerland: Springer. doi: 10.1007/978-3-319-26187-4_40
Su, Han, Zheng, Kai, Zeng, Kai, Huang, Jiamin, Sadiq, Shazia, Yuan, Nicholas Jing and Zhou, Xiaofang (2015). Making sense of trajectory data: a partition-and-summarization approach. IEEE International Conference on Data Engineering, Seoul, South Korea, 13-17 April 2015. Piscataway, NJ, United States: IEEE. doi: 10.1109/ICDE.2015.7113348
Zheng, Bolong, Yuan, Nicholas Jing, Zheng, Kai, Xie, Xing, Sadiq, Shazia and Zhou, Xiaofang (2015). Approximate keyword search in semantic trajectory database. IEEE International Conference on Data Engineering, Seoul, South Korea, 13-17 April 2015. Piscataway, NJ, United States: IEEE. doi: 10.1109/ICDE.2015.7113349
Huynh, Quyet-Thang, Li, Qing, Renz, Matthias, Shahabi, Cyrus and Zhou, Xiaofang (2015). Preface. 20th International Conference on Database Systems for Advanced Applications, DASFAA 2015, Hanoi, Vietnam, April 20-23, 2015. Springer Verlag.
Huynh, Quyet-Thang, Li, Qing, Renz, Matthias, Shahabi, Cyrus and Zhou, Xiaofang (2015). Preface. 20th International Conference, DASFAA 2015, Hanoi, Vietnam, April 20-23, 2015. Cham, Switzerland: Springer. doi: 10.1007/978-3-319-18123-3
Hua, Wen, Zheng, Kai and Zhou, Xiaofang (2015). Microblog entity linking with social temporal context. ACM SIGMOD International Conference on Management of Data, SIGMOD 2015, Melbourne VIC, Australia, 31 May-4 June 2015. New York, NY United States: Association for Computing Machinery. doi: 10.1145/2723372.2751522
Zhou, Xiaofang, Zheng, Kai, Jueng, Hoyoung, Xu, Jiajie and Sadiq, Shazia (2015). Making sense of spatial trajectories. 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: 10.1145/2806416.2806418
Kohler, Henning, Link, Sebastian and Zhou, Xiaofang (2015). Possible and certain SQL keys. International Conference on Very Large Data Bases, Kohala Coast, Hawaii, 31 August - 4 September 2015. New York, NY, United States: Association for Computing Machinery.
Chang, Xiaojun, Nie, Feiping, Ma, Zhigang, Yang, Yi and Zhou, Xiaofang (2015). A convex formulation for spectral shrunk clustering. 29th AAAI Conference on Artificial Intelligence, AAAI 2015 and the 27th Innovative Applications of Artificial Intelligence Conference, IAAI 2015, Austin, Texas, United States, 25-30 January 2015. Palo Alto, CA, United States: AAAI Press.
Du, Xingzhong, Li, Xuanchong, Zhou, Xiaofang and Hauptmann, Alexander (2015). Ward‐CMU @ TRECVID 2015 Surveillance event detection. 2015 TREC Video Retrieval Evaluation, TRECVID 2015, Gaithersburg, MD United States, 16-18 November 2015. National Institute of Standards and Technology.
Zhou, Xiaofang, Smeaton, Alan F. and Tian, Qi (2015). General chairs' welcome. ACM Multimedia Conference, Brisbane, QLD, Australia, 26-30 October 2015. New York, NY, United States: Association for Computing Machinery.
Li, Zhixu, Zhang, XiangLiang, Huang, Hai, Xie, Qing, Zhu, Jia and Zhou, Xiaofang (2015). Addressing instance ambiguity in web harvesting. 18th International Workshop on the Web and Databases, WebDB 2015, Melbourne, Australia, 31 May 2015. New York NY, United States: The Association for Computing Machinery. doi: 10.1145/2767109.2767114
Gao, Yifan, Yu, Wenzhe, Chao, Pingfu, Zhang, Rong, Zhou, Aoying and Yang, Xiaoyan (2015). A restaurant recommendation system by analyzing ratings and aspects in reviews. 20th International Conference on Database Systems for Advanced Applications (DASFAA 2015), Hanoi, Vietnam, 20-23 April 2015. Heidelberg, Germany: Springer Verlag. doi: 10.1007/978-3-319-18123-3_33
Chao, Pingfu, Gao, Zhu, Li, Yuming, Fang, Junhua, Zhang, Rong and Zhou, Aoying (2015). Efficient mapReduce-based method for massive entity matching. International Conference, WAIM, Qingdao, China, 8-10 June 2015. Cham, Switzerland: Springer. doi: 10.1007/978-3-319-21042-1_48
Liu, An, Zheng, Kai, Li, Lu, Liu, Guanfeng, Zhao, Lei and Zhou, Xiaofang (2015). Efficient secure similarity computation on encrypted trajectory data. IEEE International Conference on Data Engineering, Seoul, South Korea, 13-17 April 2015. Piscataway, NJ, United States: IEEE. doi: 10.1109/ICDE.2015.7113273
Chao, Pingfu, Gao, Zhu, Li, Yuming, Fang, Junhua, Zhang, Rong and Zhou, Aoying (2015). Random-based algorithm for efficient entity matching. 17th Asia-PacificWeb Conference, APWeb 2015, Guangzhou, China, 18-20 September 2015. Cham, Switzerland : Springer Cham. doi: 10.1007/978-3-319-25255-1_42
Zhang, Rong, Gao, Yifan, Yu, Wenzhe, Chao, Pingfu, Yang, Xiaoyan, Gao, Ming and Zhou, Aoying (2015). Review comment analysis for predicting ratings. 16th International Conference on Web-Age Information Management, WAIM 2015, Qingdao, China, 8-10 June 2015. Cham, Switzerland: Springer Cham. doi: 10.1007/978-3-319-21042-1_20
Hua, Wen, Wang, Zhongyuan, Wang, Haixun, Zheng, Kai and Zhou, Xiaofang (2015). Short text understanding through lexical-semantic analysis. IEEE International Conference on Data Engineering, Seoul, South Korea, 13-17 April 2015. Piscataway, NJ, United States: IEEE. doi: 10.1109/ICDE.2015.7113309
Zhang, Fuzheng, Zheng, Kai, Yuan, Nicholas Jing, Xie, Xing, Chen, Enhong and Zhou, Xiaofang (2015). A novelty-seeking based dining recommender system. 24th International Conference on World Wide Web, WWW 2015, Florence, Italy , 18-22 May 2015. New York, NY, USA: Association for Computing Machinery. doi: 10.1145/2736277.2741095
Wang, Haozhou, Zheng, Kai, Jeung, Hoyoung, Bracher, Shane, Islam, Asadul, Sadiq, Wasim, Sadiq, Shazia and Zhou, Xiaofang (2015). Storing and processing massive trajectory data on SAP HANA. 26th Australasian Database Conference (ADC), Melbourne, Australia, 4-7 Jun 2015. Heidelberg, Germany: Springer. doi: 10.1007/978-3-319-19548-3_6
Yin, Hongzhi, Zhou, Xiaofang, Shao, Yingxia, Wang, Hao and Sadiq, Shazia (2015). Joint modeling of user check-in behaviors for point-of-interest recommendation. 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourme, VIC, Australia, 19-23 October, 2015. New York , NY, United States: Association for Computing Machinery. doi: 10.1145/2806416.2806500
Liu, Guanfeng, Zheng, Kai, Wang, Yan, Orgun, Mehmet A., Liu, An, Zhao, Lei and Zhou, Xiaofang (2015). Multi-constrained graph pattern matching in large-scale contextual social graphs. IEEE International Conference on Data Engineering, Seoul, Korea, 13-17 April 2015. Piscataway, NJ, United States: IEEE. doi: 10.1109/ICDE.2015.7113297
Zheng, Kai, Su, Han, Zheng, Bolong, Shang, Shuo, Xu, Jiajie, Liu, Jiajun and Zhou, Xiaofang (2015). Interactive top-k spatial keyword queries. IEEE International Conference on Data Engineering, Seoul, South Korea, 13-17 April 2015. Piscataway, NJ, United States: IEEE. doi: 10.1109/ICDE.2015.7113303
Wang, Weiqing, Yin, Hongzhi, Chen, Ling, Sun, Yizhou, Sadiq, Shazia and Zhou, Xiaofang (2015). Geo-SAGE: a geographical sparse additive generative model for spatial item recommendation. ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Sydney, NSW, Australia, 10-13 August 2015. New York, NY, United States: Association for Computing Machinery. doi: 10.1145/2783258.2783335
Wang, Haozhou, Zheng, Kai, Zhou, Xiaofang and Sadiq, Shazia (2015). SharkDB: an in-memory storage system for massive trajectory data. SIGMOD '15 Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, VIC Australia, May 31 - June 4 2015. New York, NY, United States: Association for Computing Machinery. doi: 10.1145/2723372.2735368
Yin, Hongzhi, Cui, Bin, Huang, Zi, Wang, Weiqing, Wu, Xian and Zhou, Xiaofang (2015). Joint modeling of users' interests and mobility patterns for point-of-interest recommendation. 23rd ACM International Conference on Multimedia, MM 2015, Brisbane, QLD, Australia, 26-30 October, 2015. New York, NY, United States: Association for Computing Machinery, Inc. doi: 10.1145/2733373.2806339
Yun, Sangho, Sobelman, Gerald. E. and Zhou, Xiaofang (2014). A low complexity floating-point complex multiplier with a three-term dot-product unit. Institute of Electrical and Electronics Engineers Inc.. doi: 10.1109/ICSPCC.2014.6986253