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ORCIDXiaofang Zhou 0001
周晓方
Person information
- unicode name: 周晓方
- affiliation: Hong Kong University of Science and Technology, SAR, China
- affiliation (PhD 1994): University of Queensland, School of Information Technology and Electrical Engineering, Brisbane, QLD, Australia
Other persons with the same name
- Xiaofang Zhou — disambiguation page
- Xiaofang Zhou 0002 — Fudan University, State Key Lab of ASIC & System, Shanghai, China
- Xiaofang Zhou 0003 — University of Science and Technology of China, Department of Electronic Engineering and Information Science, Anhui, China
- Xiaofang Zhou 0004 — Zhangzhou Normal University, Department of Physics and Electronic Information Engineering, China
- Xiaofang Zhou 0005 — Shanghai University of Traditional Chinese Medicine, Shanghai, China
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2020 – today
- 2026
[j277]Xiaofang Zhou, Yingying Pan, Lixiong Liu, Yingqi Zheng, Hui Wang, Xiaohua Liu, Xiaoxuan Lin, Guijuan Peng, Miaoru Yu, Yuanyuan Sheng, Jinfeng Xu, Shuyu Luo, Yingying Liu:
Photoacoustic imaging of oxygen saturation in the radial arterial wall and perivascular tissue in patients with systemic lupus erythematosus. BMC Medical Imaging 26(1): 369 (2026)- [j276]Xi Zhao
, Zhoujin Tian, Kai Huang, Yao Tian, Xiaokui Xiao, Bolong Zheng, Xiaofang Zhou:
Enhancing Graph-based Approximate Maximum Inner Product Search via Norm-Adaptive Partitioning. Proc. ACM Manag. Data 4(3): 174:1-174:26 (2026) - [j275]Yao Tian, Zhoujin Tian, Xi Zhao, Ruiyuan Zhang, Xiaofang Zhou:
GEM: A Native Graph-based Index for Multi-Vector Retrieval. Proc. ACM Manag. Data 4(3): 188:1-188:27 (2026) - [j274]Zizhuo Xu, Haolun Ma, Lei Li, Zhiyuan Wang, Yunjie Huang, Xiaofang Zhou:
FutureLight: An Efficient Future Traffic Data-Driven Reinforcement Learning Framework for Traffic Signal Controls. Proc. VLDB Endow. 19(9): 2344-2357 (2026) - [j273]Yue Pang, Lei Zou, Angela Bonifati, M. Tamer Özsu, Xiaofang Zhou:
A Unified Query Planning Framework for Conjunctive Regular Path Queries. Proc. VLDB Endow. 19(10): 2686-2698 (2026) - [j272]Rongwei Xu, Guanfeng Liu, Yan Wang, Xuyun Zhang, Kai Zheng, Xiaofang Zhou:
Intent-Based Trust Evaluation. IEEE Trans. Knowl. Data Eng. 38(1): 399-413 (2026) - [j271]Yuchen Fang, Hao Miao, Yuxuan Liang, Liwei Deng, Yue Cui, Ximu Zeng, Yuyang Xia, Yan Zhao, Torben Bach Pedersen, Christian S. Jensen, Xiaofang Zhou, Kai Zheng:
Unraveling Spatio-Temporal Foundation Models via the Pipeline Lens: A Comprehensive Review. IEEE Trans. Knowl. Data Eng. 38(3): 2040-2063 (2026) - [j270]Qintian Guo, Chen Feng, Jieming Shi, Jing Tang, Xiaofang Zhou, Sibo Wang:
Efficient Algorithms for Budgeted Profit Maximization With Theoretical Guarantees. IEEE Trans. Knowl. Data Eng. 38(4): 2234-2248 (2026) - [j269]Yuyang Xia, Shuncheng Liu, Xu Chen, Yan Zhao, Han Su, Xiaofang Zhou, Kai Zheng:
Energy-Efficient Velocity Control With State Augmentation for Autonomous Vehicles. IEEE Trans. Knowl. Data Eng. 38(5): 2745-2761 (2026) - [j268]Zihan Luo, Lei Li, Mengxuan Zhang, Xiaofang Zhou:
Hybrid Diversified Routing System. IEEE Trans. Knowl. Data Eng. 38(5): 2880-2897 (2026) - [j267]Yuyang Xia, Shuncheng Liu, Yan Zhao, Han Su, Xiaofang Zhou, Kai Zheng:
Impact-Aware Maneuver Decision With Driving Style Tuning for Autonomous Vehicle. IEEE Trans. Knowl. Data Eng. 38(5): 2898-2913 (2026) - [j266]Weijie Shi, Yue Cui, Hao Chen, Jiaming Li, Mengze Li, Jia Zhu, Jiajie Xu, Xiaofang Zhou:
Zero-Shot Cellular Trajectory Map Matching. IEEE Trans. Knowl. Data Eng. 38(8): 5507-5518 (2026) - [c345]Yue Liu, Zhongying Ru, Shimin Di, Jipeng Zhang, Ruiyuan Zhang, Xiaofang Zhou:
Faithful in Steps: Improving Generalization and Citation in RAG via Query Decomposition. AAAI 2026: 35671-35679 - [c344]Kwun Hang Lau, Fangyuan Zhang, Boyu Ruan, Yingli Zhou, Qintian Guo, Ruiyuan Zhang, Xiaofang Zhou:
Breaking the Static Graph: Context-Aware Traversal for Graph-Based RAG. ACL (Findings) 2026: 5849-5863 - [c343]Zhengjun Huang, Zhoujin Tian, Qintian Guo, Fangyuan Zhang, Yingli Zhou, Di Jiang, Zeying Xie, Xiaofang Zhou:
LiCoMemory: Lightweight and Cognitive Agentic Memory for Efficient Long-Term Reasoning. ACL (Findings) 2026: 36842-36858 - [c342]Xujie Yuan, Yongxu Liu, Shimin Di, Shiwen Wu, Libin Zheng, Rui Meng, Lei Chen, Xiaofang Zhou, Jian Yin:
A Pilot Empirical Study on When and How to Use Knowledge Graphs as Retrieval Augmented Generation. DASFAA (4) 2026: 471-488 - [c341]Zihan Luo, Lei Li, Mengxuan Zhang, Xinjie Zhou, Zizhuo Xu, Xiaofang Zhou:
iKSP: A Path Enumeration Index in Road Networks. ICDE 2026: 1968-1980 - [c340]Haojie Li, Junwei Du, Guanfeng Liu, Feng Jiang, Yan Wang, Xiaofang Zhou:
Intent Propagation Contrastive Collaborative Filtering Extended Abstract. ICDE 2026: 4316-4317 - [c339]Wei Chen, Yuqian Wu, Junle Chen, Xiaofang Zhou, Yuxuan Liang:
UrbanFM: Scaling Urban Spatio-Temporal Foundation Models. KDD (2) 2026: 10635-10645 - [c338]Jialiang Wang, Hanmo Liu, Shimin Di, Zhili Wang, Jiachuan Wang, Lei Chen, Xiaofang Zhou:
Proficient Graph Neural Network Design by Accumulating Knowledge on Large Language Models. WSDM 2026: 681-691 - [i85]Weijie Shi, Yanxi Chen, Zexi Li, Xuchen Pan, Yuchang Sun, Jiajie Xu, Xiaofang Zhou, Yaliang Li:
R3L: Reflect-then-Retry Reinforcement Learning with Language-Guided Exploration, Pivotal Credit, and Positive Amplification. CoRR abs/2601.03715 (2026) - [i84]Kwun Hang Lau, Fangyuan Zhang, Boyu Ruan, Yingli Zhou, Qintian Guo, Ruiyuan Zhang, Xiaofang Zhou:
Breaking the Static Graph: Context-Aware Traversal for Robust Retrieval-Augmented Generation. CoRR abs/2602.01965 (2026) - [i83]Wei Chen, Yuqian Wu, Junle Chen, Xiaofang Zhou, Yuxuan Liang:
UrbanFM: Scaling Urban Spatio-Temporal Foundation Models. CoRR abs/2602.20677 (2026) - [i82]Bo Yu, Fengze Yang, Yiming Liu, Chao Wang, Xuewen Luo, Taozhe Li, Ruimin Ke, Xiaofang Zhou, Chenxi Liu:
Locatability-Guided Adaptive Reasoning for Image Geo-Localization with Vision-Language Models. CoRR abs/2603.13628 (2026) - [i81]Yao Tian, Zhoujin Tian, Xi Zhao, Ruiyuan Zhang, Xiaofang Zhou:
GEM: A Native Graph-based Index for Multi-Vector Retrieval. CoRR abs/2603.20336 (2026) - [i80]Xiaofang Zhou, Huy Nguyen, Bo Yu, Chenxi Liu, Lu Cheng:
Adaptive Stopping for Multi-Turn LLM Reasoning. CoRR abs/2604.01413 (2026) - [i79]Zhonghan Chen, Qintian Guo, Ruiyuan Zhang, Xiaofang Zhou:
Cardinality Estimation for High Dimensional Similarity Queries with Adaptive Bucket Probing. CoRR abs/2604.04603 (2026) - [i78]Chuang Zhao, Hongke Zhao, Xiaofang Zhou, Xiaomeng Li:
From Exposure to Internalization: Dual-Stream Calibration for In-context Clinical Reasoning. CoRR abs/2604.06262 (2026) - [i77]Yuqian Wu, Wei Chen, Zhengjun Huang, Junle Chen, Qingxiang Liu, Kai Wang, Xiaofang Zhou, Yuxuan Liang:
Back to Basics: Let Conversational Agents Remember with Just Retrieval and Generation. CoRR abs/2604.11628 (2026) - [i76]Haojie Li, Junwei Du, Guanfeng Liu, Feng Jiang, Yan Wang, Xiaofang Zhou:
Intent Propagation Contrastive Collaborative Filtering. CoRR abs/2604.15704 (2026) - [i75]Kai Huang, Houdong Liang, Chongchong Yao, Xi Zhao, Yue Cui, Yao Tian, Ruiyuan Zhang, Xiaofang Zhou:
VisualNeo: Bridging the Gap between Visual Query Interfaces and Graph Query Engines. CoRR abs/2604.25283 (2026) - [i74]Weijie Shi, Qiang Xu, Fan Deng, Yaguang Wu, Jiarun Liu, Yehong Xu, Hao Chen, Jia Zhu, Jiajie Xu, Xiangjun Huang, Jian Yang, Xiaofang Zhou:
SpecBlock: Block-Iterative Speculative Decoding with Dynamic Tree Drafting. CoRR abs/2605.07243 (2026) - [i73]Jiawei Li, Ziyi Liu, Weijie Shi, Long Chen, Jiajie Xu, Xiaofang Zhou:
SSR3D-LLM: Structured Spatial Reasoning via Latent Steps for Fine-Grained Grounding in Unified 3D-LLMs. CoRR abs/2605.28490 (2026) - [i72]Zhengjun Huang, Wenxuan Liu, Zhoujin Tian, Wei Chen, Junle Chen, Yuqian Wu, Fangyuan Zhang, Qintian Guo, Xiaofang Zhou:
M3Exam: Benchmarking Multimodal Memory for Realistic User-Agent Interactions. CoRR abs/2606.07402 (2026) - [i71]Shuhao Li, Weidong Yang, Yue Cui, Zizhuo Xu, Lipeng Ma, Fan Zhang, Xiaofang Zhou:
From Coarse to Fine: Managing Temporal Granularity in Spatio-Temporal Data for Fine-Grained Traffic Prediction. CoRR abs/2606.09392 (2026) - [i70]Junle Chen, Wei Chen, Yehong Xu, Zhengjun Huang, Yuqian Wu, Zhoujin Tian, Kai Wang, Lei Wang, Xiaofang Zhou:
Trip+: Benchmarking Agents in Personalized Interactive Travel Planning. CoRR abs/2606.21169 (2026) - [i69]Kwun Hang Lau, Ruiyuan Zhang, Elton Chun-Chai Li, Wun Yu Chan, Xiaojun Cheng, Xiaofang Zhou:
Unified Dominance Graph for Interval-Predicate Approximate Nearest Neighbor Search. CoRR abs/2606.24204 (2026) - [i68]Zhoujin Tian, Yao Tian, Hao Zhang, Cheng Chen, Yakun Li, Lei Zhang, Xiaofang Zhou:
Beyond Retrieval: Analytic Memory for Multimodal Agents. CoRR abs/2607.29440 (2026) - 2025
- [j265]Hongzhi Yin, Bin Cui, Xiaofang Zhou, Tong Chen, Quoc Viet Hung Nguyen, Xiangliang Zhang:
Special topic on cloud-edge collaboration for on-device recommendation. Sci. China Inf. Sci. 68(4) (2025) - [j264]Jiaxin Bai, Zihao Wang, Yukun Zhou, Hang Yin, Weizhi Fei, Qi Hu, Zheye Deng, Jiayang Cheng, Tianshi Zheng, Hong Ting Tsang, Yisen Gao, Zhongwei Xie, Yufei Li, Lixin Fan, Binhang Yuan, Wei Wang, Lei Chen, Xiaofang Zhou, Yangqiu Song:
Top Ten Challenges Towards Agentic Neural Graph Databases. IEEE Data Eng. Bull. 49(1): 104-123 (2025) - [j263]Dawei Liu, Bolong Zheng, Ziyang Yue, Fuhao Ruan, Xiaofang Zhou, Christian S. Jensen:
Wolverine: Highly Efficient Monotonic Search Path Repair for Graph-based ANN Index Updates. Proc. VLDB Endow. 18(7): 2268-2280 (2025) - [j262]Jianheng Tang, Xi Zhao, Lemin Kong, Xiaofang Zhou, Jia Li:
Fused Gromov-Wasserstein Alignment for Graph Edit Distance Computation and Beyond. Proc. VLDB Endow. 18(10): 3641-3654 (2025) - [j261]Ziyang Yue, Bolong Zheng, Ling Xu, Kanru Xu, Shuhao Zhang, Yajuan Du, Yunjun Gao, Xiaofang Zhou, Christian S. Jensen:
Select Edges Wisely: Monotonic Path Aware Graph Layout Optimization for Disk-based ANN Search. Proc. VLDB Endow. 18(11): 4337-4349 (2025) - [j260]Jiajia Li, Chunhui Liu, Dan He, Lei Li, Xiaofang Zhou, Rui Zhu:
Dynamic Route Optimization With Multi-Category Constraints for POIs Visit. IEEE Trans. Intell. Transp. Syst. 26(3): 3499-3512 (2025) - [j259]Shimin Di, Yongqi Zhang, Quanming Yao, Xiaofang Zhou, Lei Chen:
Efficient Latent-based Scoring Function Search for N-ary Relational Knowledge Bases. ACM Trans. Knowl. Discov. Data 19(2): 34:1-34:26 (2025) - [j258]Pengfei Ding, Yan Wang, Guanfeng Liu, Nan Wang, Xiaofang Zhou:
Few-Shot Causal Representation Learning for Out-of-Distribution Generalization on Heterogeneous Graphs. IEEE Trans. Knowl. Data Eng. 37(4): 1804-1818 (2025) - [j257]Haojie Li, Junwei Du, Guanfeng Liu, Feng Jiang, Yan Wang, Xiaofang Zhou:
Intent Propagation Contrastive Collaborative Filtering. IEEE Trans. Knowl. Data Eng. 37(5): 2665-2679 (2025) - [j256]Mengxuan Zhang, Xinjie Zhou, Lei Li, Xiaofang Zhou:
Partitioned Dynamic Hub Labeling for Large Road Networks. IEEE Trans. Knowl. Data Eng. 37(5): 2784-2801 (2025) - [j255]Yuyang Ding, Dan Qiao, Juntao Li, Jiajie Xu, Pingfu Chao, Xiaofang Zhou, Min Zhang:
Towards DS-NER: Unveiling and Addressing Latent Noise in Distant Annotations. IEEE Trans. Knowl. Data Eng. 37(8): 4880-4893 (2025) - [j254]Shuhao Li, Yue Cui, Jingyi Xu, Libin Li, Lingkai Meng, Weidong Yang, Fan Zhang, Xiaofang Zhou:
Unifying Lane-Level Traffic Prediction From a Graph Structural Perspective: Benchmark and Baseline. IEEE Trans. Knowl. Data Eng. 37(9): 5699-5718 (2025) - [j253]Hua Shi, Dan He, Fengmei Jin, Wen Hua, Jiwon Kim, Qilin Wang, Xiaofang Zhou:
A Survey and Experimental Study on Neural Trajectory-User Linking Models. IEEE Trans. Knowl. Data Eng. 37(12): 6782-6798 (2025) - [j252]Jiajia Li, Qiulin An, Yang Song, Xing Xiong, Lei Li, Fengmei Jin, Xiaofang Zhou:
Route optimization with collective spatial keywords: A skyline-based approach. VLDB J. 34(5): 61 (2025) - [c337]Weijie Shi, Hao Chen, Jiaming Li, Yao Zhao, Yazhong Zhang, Qijin Chen, Jipeng Zhang, Ruiyuan Zhang, Jia Zhu, Jiajie Xu, Xiaofang Zhou:
Making RALM Robust to Irrelevant Contexts via Layer Knowledge Guided Attention. ACL (Findings) 2025: 3652-3668 - [c336]Yue Cui, Liuyi Yao, Shuchang Tao, Weijie Shi, Yaliang Li, Bolin Ding, Xiaofang Zhou:
Enhancing Tool Learning in Large Language Models with Hierarchical Error Checklists. ACL (Findings) 2025: 16357-16375 - [c335]Xiaofang Zhou:
Vector Database Systems: Foundational Data Infrastructure for the Age of AI. IEEE Big Data 2025: 4 - [c334]Elton Chun-Chai Li, Ziyi Liu, Ruiyuan Zhang, Sean Shing Fung Lau, Yehong Xu, Xiaofang Zhou:
Efficient Time-Dependent Shortest Path Finding on Cargo Network. IEEE Big Data 2025: 1994-2003 - [c333]Weijie Shi, Jipeng Zhang, Yaguang Wu, Jingzhi Fang, Shibo Zhang, Yao Zhao, Hao Chen, Ruiyuan Zhang, Yue Cui, Jia Zhu, Sirui Han, Jiajie Xu, Xiaofang Zhou:
DIDS: Domain Impact-aware Data Sampling for Large Language Model Training. EMNLP 2025: 4330-4350 - [c332]Zizhuo Xu, Doucheng Pan, Lei Li, Mengxuan Zhang, Yehong Xu, Xiaofang Zhou:
RouteSys: A Future Route Data Management System. SIGSPATIAL/GIS 2025: 820-823 - [c331]Yue Cui, Liuyi Yao, Zitao Li, Yaliang Li, Keqin Zhong, Bingyi Liu, Bolin Ding, Xiaofang Zhou:
A Bargaining-Based Approach for Feature Trading in Vertical Federated Learning. ICDE 2025: 1001-1014 - [c330]Xinjie Zhou, Mengxuan Zhang, Lei Li, Xiaofang Zhou:
High Throughput Shortest Distance Query Processing on Large Dynamic Road Networks. ICDE 2025: 1166-1179 - [c329]Jing Zhao, Lei Li, Mengxuan Zhang, Haolun Ma, Xiaofang Zhou:
A Just-In-Time Framework for Routing-Oriented Traffic Prediction. ICDE 2025: 3206-3219 - [c328]Zizhuo Xu, Lei Li, Mengxuan Zhang, Yehong Xu, Xiaofang Zhou:
Ultra-Flexible, Explainable, and Scalable Traffic Prediction with Dynamic Future Routes. ICDE 2025: 3288-3301 - [c327]Lingsen Yan, Bolong Zheng, Junjie Qing, Wenlong You, Tingyang Chen, Zhi Xu, Shuncheng Liu, Kai Zeng, Tao Ye, Xiaofang Zhou:
Anomaly Diagnosis with Siamese Discrepancy Networks in Distributed Cloud Databases. ICDE 2025: 4053-4065 - [c326]Tingyang Chen, Bolong Zheng, Shuncheng Liu, Zhujiong Fan, Zhi Xu, Lingsen Yan, Kai Zeng, Tao Ye, Xiaofang Zhou:
Compatible Unsupervised Anomaly Detection with Multi-Perspective Spatio-Temporal Learning. ICDE 2025: 4066-4078 - [c325]Xiaofang Zhou, Qing Li, Angela Bonifati, Hans-Arno Jacobsen, Wenjie Zhang:
A Message from the Chairs. ICDE 2025: lviii-lx - [c324]Ye Liu, Jiajun Zhu, Xukai Liu, Haoyu Tang, Yanghai Zhang, Kai Zhang, Xiaofang Zhou, Enhong Chen:
Detect, Investigate, Judge and Determine: A Knowledge-Guided Framework for Few-Shot Fake News Detection. ICDM 2025: 477-486 - [c323]Haoyu Tang, Ye Liu, Xi Zhao, Xukai Liu, Yanghai Zhang, Kai Zhang, Xiaofang Zhou, Enhong Chen:
Learn while Unlearn: An Iterative Unlearning Framework for Generative Language Models. ICDM 2025: 743-752 - [c322]Hanmo Liu, Shimin Di, Jialiang Wang, Zhili Wang, Jiachuan Wang, Xiaofang Zhou, Lei Chen:
Structuring Benchmark into Knowledge Graphs to Assist Large Language Models in Retrieving and Designing Models. ICLR 2025 - [c321]Weijie Shi, Yue Cui, Yaguang Wu, Jingzhi Fang, Shibo Zhang, Mengze Li, Sirui Han, Jia Zhu, Jiajie Xu, Xiaofang Zhou:
Semantic-guided Diverse Decoding for Large Language Model. NeurIPS 2025 - [c320]Fangyuan Zhang, Zhengjun Huang, Yingli Zhou, Qingtian Guo, Wensheng Luo, Xiaofang Zhou:
Scalable Graph-based Retrieval-Augmented Generation via Locality-Sensitive Hashing. VLDB Workshops 2025 - [i67]Jiaxin Bai, Zihao Wang, Yukun Zhou, Hang Yin, Weizhi Fei, Qi Hu, Zheye Deng, Jiayang Cheng, Tianshi Zheng, Hong Ting Tsang, Yisen Gao, Zhongwei Xie, Yufei Li, Lixin Fan, Binhang Yuan, Wei Wang, Lei Chen, Xiaofang Zhou, Yangqiu Song:
Top Ten Challenges Towards Agentic Neural Graph Databases. CoRR abs/2501.14224 (2025) - [i66]Xujie Yuan, Yongxu Liu, Shimin Di, Shiwen Wu, Libin Zheng, Rui Meng, Lei Chen, Xiaofang Zhou, Jian Yin:
A Pilot Empirical Study on When and How to Use Knowledge Graphs as Retrieval Augmented Generation. CoRR abs/2502.20854 (2025) - [i65]Jiachuan Wang, Shimin Di, Tianhao Tang, Haoyang Li, Charles Wang Wai Ng, Xiaofang Zhou, Lei Chen:
Learning Towards Emergence: Paving the Way to Induce Emergence by Inhibiting Monosemantic Neurons on Pre-trained Models. CoRR abs/2503.23298 (2025) - [i64]Weijie Shi, Jipeng Zhang, Yaguang Wu, Jingzhi Fang, Ruiyuan Zhang, Jiajie Xu, Jia Zhu, Hao Chen, Yao Zhao, Sirui Han, Xiaofang Zhou:
DIDS: Domain Impact-aware Data Sampling for Large Language Model Training. CoRR abs/2504.13227 (2025) - [i63]Yuyang Ding, Dan Qiao, Juntao Li, Jiajie Xu, Pingfu Chao, Xiaofang Zhou, Min Zhang:
Towards DS-NER: Unveiling and Addressing Latent Noise in Distant Annotations. CoRR abs/2505.12454 (2025) - [i62]Qiaosheng Chen, Kaijia Huang, Xiaofang Zhou, Weiqing Luo, Yuanning Cui, Gong Cheng:
Benchmarking Recommendation, Classification, and Tracing Based on Hugging Face Knowledge Graph. CoRR abs/2505.17507 (2025) - [i61]Xixian Yong, Xiaofang Zhou, Yingying Zhang, Jinlin Li, Yefeng Zheng, Xian Wu:
Think or Not? Exploring Thinking Efficiency in Large Reasoning Models via an Information-Theoretic Lens. CoRR abs/2505.18237 (2025) - [i60]Yue Cui, Liuyi Yao, Zitao Li, Yaliang Li, Bolin Ding, Xiaofang Zhou:
Efficient Leave-one-out Approximation in LLM Multi-agent Debate Based on Introspection. CoRR abs/2505.22192 (2025) - [i59]Jiaxin Bai, Wei Fan, Qi Hu, Qing Zong, Chunyang Li, Hong Ting Tsang, Hongyu Luo, Yauwai Yim, Haoyu Huang, Xiaofang Zhou, Feng Qin, Tianshi Zheng, Xi Peng, Xin Yao, Huiwen Yang, Leijie Wu, Yi Ji, Gong Zhang, Renhai Chen, Yangqiu Song:
AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora. CoRR abs/2505.23628 (2025) - [i58]Yue Cui, Liuyi Yao, Shuchang Tao, Weijie Shi, Yaliang Li, Bolin Ding, Xiaofang Zhou:
Enhancing Tool Learning in Large Language Models with Hierarchical Error Checklists. CoRR abs/2506.00042 (2025) - [i57]Yuchen Fang, Hao Miao, Yuxuan Liang, Liwei Deng, Yue Cui, Ximu Zeng, Yuyang Xia, Yan Zhao, Torben Bach Pedersen, Christian S. Jensen, Xiaofang Zhou, Kai Zheng:
Unraveling Spatio-Temporal Foundation Models via the Pipeline Lens: A Comprehensive Review. CoRR abs/2506.01364 (2025) - [i56]Fangyuan Zhang, Zhengjun Huang, Yingli Zhou, Qintian Guo, Zhixun Li, Wensheng Luo, Di Jiang, Yixiang Fang, Xiaofang Zhou:
EraRAG: Efficient and Incremental Retrieval Augmented Generation for Growing Corpora. CoRR abs/2506.20963 (2025) - [i55]Weijie Shi, Yue Cui, Yaguang Wu, Jingzhi Fang, Shibo Zhang, Mengze Li, Sirui Han, Jia Zhu, Jiajie Xu, Xiaofang Zhou:
Semantic-guided Diverse Decoding for Large Language Model. CoRR abs/2506.23601 (2025) - [i54]Jialiang Wang, Hanmo Liu, Shimin Di, Zhili Wang, Jiachuan Wang, Lei Chen, Xiaofang Zhou:
Beyond Model Base Selection: Weaving Knowledge to Master Fine-grained Neural Network Design. CoRR abs/2507.15336 (2025) - [i53]Weijie Shi, Yue Cui, Hao Chen, Jiaming Li, Mengze Li, Jia Zhu, Jiajie Xu, Xiaofang Zhou:
Zero-Shot Cellular Trajectory Map Matching. CoRR abs/2508.06674 (2025) - [i52]Zhengjun Huang, Zhoujin Tian, Qintian Guo, Fangyuan Zhang, Yingli Zhou, Di Jiang, Xiaofang Zhou:
LiCoMemory: Lightweight and Cognitive Agentic Memory for Efficient Long-Term Reasoning. CoRR abs/2511.01448 (2025) - [i51]Chuang Zhao, Hui Tang, Hongke Zhao, Xiaofang Zhou, Xiaomeng Li:
Grounded by Experience: Generative Healthcare Prediction Augmented with Hierarchical Agentic Retrieval. CoRR abs/2511.13293 (2025) - [i50]Rui Xue, Dan He, Fengmei Jin, Chen Zhang, Xiaofang Zhou:
CroTad: A Contrastive Reinforcement Learning Framework for Online Trajectory Anomaly Detection. CoRR abs/2511.16929 (2025) - 2024
- [j251]Haoyang Li, Shimin Di, Calvin Hong Yi Li, Lei Chen, Xiaofang Zhou:
Fight Fire with Fire: Towards Robust Graph Neural Networks on Dynamic Graphs via Actively Defense. Proc. VLDB Endow. 17(8): 2050-2063 (2024) - [j250]Meihui Zhang, Cyrus Shahabi, Ju Fan, Yang Cao, Xiaoou Ding, Divesh Srivastava, Nesime Tatbul, Sihem Amer-Yahia, Yongxin Tong, Yuncheng Wu, Li Xiong, Torsten Grust, Themis Palpanas, Philippe Bonnet, Haixun Wang, Wook-Shin Han, Ibrahim Sabek, M. Tamer Özsu, Xiaofang Zhou:
Front Matter. Proc. VLDB Endow. 17(12) (2024) - [j249]Tianyu Xu, Jianfeng Qu, Wen Hua, Zhixu Li, Jiajie Xu, An Liu, Lei Zhao, Xiaofang Zhou:
Evidence Reasoning and Curriculum Learning for Document-Level Relation Extraction. IEEE Trans. Knowl. Data Eng. 36(2): 594-607 (2024) - [j248]Yao Tian, Xi Zhao, Xiaofang Zhou:
DB-LSH 2.0: Locality-Sensitive Hashing With Query-Based Dynamic Bucketing. IEEE Trans. Knowl. Data Eng. 36(3): 1000-1015 (2024) - [j247]Kai Huang, Yue Cui, Qingqing Ye, Yan Zhao, Xi Zhao, Yao Tian, Kai Zheng, Haibo Hu, Xiaofang Zhou:
TED$^+$+: Towards Discovering Top-k Edge-Diversified Patterns in a Graph Database. IEEE Trans. Knowl. Data Eng. 36(5): 2224-2238 (2024) - [j246]Weizhu Qian, Yan Zhao, Dalin Zhang, Bowei Chen, Kai Zheng, Xiaofang Zhou:
Towards a Unified Understanding of Uncertainty Quantification in Traffic Flow Forecasting. IEEE Trans. Knowl. Data Eng. 36(5): 2239-2256 (2024) - [j245]Fengmei Jin, Wen Hua, Lei Li, Boyu Ruan, Xiaofang Zhou:
Efficient Frequency-Based Randomization for Spatial Trajectories Under Differential Privacy. IEEE Trans. Knowl. Data Eng. 36(6): 2430-2444 (2024) - [j244]Shuncheng Liu, Xu Chen, Yan Zhao, Han Su, Xiaofang Zhou, Kai Zheng:
Comfort-Aware Lane Change Planning With Exit Strategy for Autonomous Vehicle. IEEE Trans. Knowl. Data Eng. 36(7): 2927-2941 (2024) - [j243]Kai Huang, Gaoya Ouyang, Qingqing Ye, Haibo Hu, Bolong Zheng, Xi Zhao, Ruiyuan Zhang, Xiaofang Zhou:
LDPGuard: Defenses Against Data Poisoning Attacks to Local Differential Privacy Protocols. IEEE Trans. Knowl. Data Eng. 36(7): 3195-3209 (2024) - [j242]Yongjing Hao, Pengpeng Zhao, Xuefeng Xian, Guanfeng Liu, Lei Zhao, Yanchi Liu, Victor S. Sheng, Xiaofang Zhou:
Learnable Model Augmentation Contrastive Learning for Sequential Recommendation. IEEE Trans. Knowl. Data Eng. 36(8): 3963-3976 (2024) - [j241]Jing Zhao, Jiajie Xu, Yuan Xu, Junhua Fang, Pingfu Chao, Xiaofang Zhou:
CCML: Curriculum and Contrastive Learning Enhanced Meta-Learner for Personalized Spatial Trajectory Prediction. IEEE Trans. Knowl. Data Eng. 36(9): 4499-4514 (2024) - [j240]Yan Zhao, Xuanlei Chen, Guanyu Ye, Fangda Guo, Kai Zheng, Xiaofang Zhou:
Task Allocation in Spatial Crowdsourcing: An Efficient Geographic Partition Framework. IEEE Trans. Knowl. Data Eng. 36(9): 4943-4955 (2024) - [j239]Xinjie Zhou, Kai Huang, Lei Li, Mengxuan Zhang, Xiaofang Zhou:
I/O-Efficient Multi-Criteria Shortest Paths Query Processing on Large Graphs. IEEE Trans. Knowl. Data Eng. 36(11): 6430-6446 (2024) - [j238]Yaoxian Song, Penglei Sun, Haoyu Liu, Zhixu Li, Wei Song, Yanghua Xiao, Xiaofang Zhou:
Scene-Driven Multimodal Knowledge Graph Construction for Embodied AI. IEEE Trans. Knowl. Data Eng. 36(11): 6962-6976 (2024) - [j237]Bolong Zheng, Lingfeng Ming, Kai Zeng, Mengtao Zhou, Xinyong Zhang, Tao Ye, Bin Yang, Xiaofang Zhou, Christian S. Jensen:
Adversarial Graph Neural Network for Multivariate Time Series Anomaly Detection. IEEE Trans. Knowl. Data Eng. 36(12): 7612-7626 (2024) - [j236]Chuang Zhao, Hongke Zhao, Xiaofang Zhou, Xiaomeng Li:
Enhancing Precision Drug Recommendations via In-Depth Exploration of Motif Relationships. IEEE Trans. Knowl. Data Eng. 36(12): 8164-8178 (2024) - [j235]Yehong Xu, Lei Li, Mengxuan Zhang, Zizhuo Xu, Xiaofang Zhou:
Global Optimal Travel Planning for Massive Travel Queries in Road Networks. IEEE Trans. Knowl. Data Eng. 36(12): 8377-8394 (2024) - [j234]Yan Zhao, Kai Zheng, Ziwei Wang, Liwei Deng, Bin Yang, Torben Bach Pedersen, Christian S. Jensen, Xiaofang Zhou:
Coalition-based task assignment with priority-aware fairness in spatial crowdsourcing. VLDB J. 33(1): 163-184 (2024) - [j233]Yehong Xu, Mengxuan Zhang, Ruizhong Wu, Lei Li, Xiaofang Zhou:
Efficient processing of coverage centrality queries on road networks. World Wide Web (WWW) 27(3): 25 (2024) - [c319]Shuhao Li, Yue Cui, Jingyi Xu, Jing Zhao, Fan Zhang, Weidong Yang, Xiaofang Zhou:
Seeing the Forest for the Trees: Road-Level Insights Assisted Lane-Level Traffic Prediction. CIKM 2024: 1266-1275 - [c318]Yuchen Liu, Shimin Di, Lei Chen, Xiaofang Zhou, Fei Lin:
A Universal and Interpretable Method for Enhancing Stock Price Prediction. CIKM 2024: 1533-1543 - [c317]Fengmei Jin, Boyu Ruan, Wen Hua, Lei Li, Xiaofang Zhou:
Preserving Location Privacy with Semantic-Aware Indistinguishability. DASFAA (4) 2024: 232-242 - [c316]Yongjing Hao, Pengpeng Zhao, Jianfeng Qu, Lei Zhao, Guanfeng Liu, Fuzhen Zhuang, Victor S. Sheng, Xiaofang Zhou:
Meta-optimized Structural and Semantic Contrastive Learning for Graph Collaborative Filtering. ICDE 2024: 679-691 - [c315]Yongjing Hao, Pengpeng Zhao, Junhua Fang, Jianfeng Qu, Guanfeng Liu, Fuzhen Zhuang, Victor S. Sheng, Xiaofang Zhou:
Meta-Optimized Joint Generative and Contrastive Learning for Sequential Recommendation. ICDE 2024: 705-718 - [c314]Haoyang Li, Shimin Di, Lei Chen, Xiaofang Zhou:
E2GCL: Efficient and Expressive Contrastive Learning on Graph Neural Networks. ICDE 2024: 859-873 - [c313]Mingchen Zhang, Jiaan Wang, Jianfeng Qu, Zhixu Li, An Liu, Lei Zhao, Zhigang Chen, Xiaofang Zhou:
A Coarse-to-Fine Framework for Entity-Relation Joint Extraction. ICDE 2024: 1009-1022 - [c312]Ran Li, Shimin Di, Lei Chen, Xiaofang Zhou:
GradGCL: Gradient Graph Contrastive Learning. ICDE 2024: 1171-1184 - [c311]Shuhao Li, Yue Cui, Libin Li, Weidong Yang, Fan Zhang, Xiaofang Zhou:
ST-ABC: Spatio-Temporal Attention-Based Convolutional Network for Multi-Scale Lane-Level Traffic Prediction. ICDE 2024: 1185-1198 - [c310]Wei Yuan, Liang Qu, Lizhen Cui, Yongxin Tong, Xiaofang Zhou, Hongzhi Yin:
HeteFedRec: Federated Recommender Systems with Model Heterogeneity. ICDE 2024: 1324-1337 - [c309]Hanmo Liu, Shimin Di, Haoyang Li, Shuangyin Li, Lei Chen, Xiaofang Zhou:
Effective Data Selection and Replay for Unsupervised Continual Learning. ICDE 2024: 1449-1463 - [c308]Zhili Wang, Shimin Di, Lei Chen, Xiaofang Zhou:
Search to Fine-Tune Pre-Trained Graph Neural Networks for Graph-Level Tasks. ICDE 2024: 2805-2819 - [c307]Rongwei Xu, Guanfeng Liu, Yan Wang, Xuyun Zhang, Kai Zheng, Xiaofang Zhou:
Adaptive Hypergraph Network for Trust Prediction. ICDE 2024: 2986-2999 - [c306]Ziyi Liu, Lei Li, Mengxuan Zhang, Wen Hua, Xiaofang Zhou:
Approximate Skyline Index for Constrained Shortest Pathfinding with Theoretical Guarantee. ICDE 2024: 4222-4235 - [c305]Chunhui Feng, Junhua Fang, Yue Xia, Pingfu Chao, Pengpeng Zhao, Jiajie Xu, Xiaofang Zhou:
Ocean: Online Clustering and Evolution Analysis for Dynamic Streaming Data. ICDE 2024: 4504-4517 - [c304]Kai Huang, Yunqi Li, Qingqing Ye, Yao Tian, Xi Zhao, Yue Cui, Haibo Hu, Xiaofang Zhou:
FRESH: Towards Efficient Graph Queries in an Outsourced Graph. ICDE 2024: 4545-4557 - [c303]Zizhuo Xu, Lei Li, Mengxuan Zhang, Yehong Xu, Xiaofang Zhou:
Managing the Future: Route Planning Influence Evaluation in Transportation Systems. ICDE 2024: 4558-4572 - [c302]Xinjie Zhou, Mengxuan Zhang, Lei Li, Xiaofang Zhou:
Scalable Distance Labeling Maintenance and Construction for Dynamic Small-World Networks. ICDE 2024: 4573-4585 - [c301]Jing Zhao, Lei Li, Mengxuan Zhang, Zihan Luo, Xi Zhao, Xiaofang Zhou:
A Just-In-Time Framework for Continuous Routing. ICDE 2024: 4600-4613 - [c300]Zetao Zheng, Jie Shao, Shilong Deng, Anjie Zhu, Heng Tao Shen, Xiaofang Zhou:
Cross-Insight Trader: A Trading Approach Integrating Policies with Diverse Investment Horizons for Portfolio Management. ICDE 2024: 4685-4698 - [c299]Youhua Li, Hanwen Du, Yongxin Ni, Pengpeng Zhao, Qi Guo, Fajie Yuan, Xiaofang Zhou:
Multi-Modality is All You Need for Transferable Recommender Systems. ICDE 2024: 5008-5021 - [c298]Saeed Najafipour Najafipour, Saeid Hosseini, Wen Hua, Mohammad Reza Kangavari, Xiaofang Zhou:
Short-Text Author Linking Through Multi-Facet Temporal-Textual Embedding (Extended Abstract). ICDE 2024: 5687-5688 - [c297]Mohsen Saaki, Saeid Hosseini, Sana Rahmani, Mohammad Reza Kangavari, Wen Hua, Xiaofang Zhou:
Value-Wise ConvNet for Transformer Models: An Infinite Time-Aware Recommender System (Extended Abstract). ICDE 2024: 5715-5716 - [c296]Saeed Najafi Pour, Saeid Hosseini, Wen Hua, Mohammad Reza Kangavari, Xiaofang Zhou:
SoulMate: Short-Text Author Linking Through Multi-Aspect Temporal-Textual Embedding (Extended Abstract). ICDE 2024: 5751-5752 - [c295]Weijia Zhang, Chenlong Yin, Hao Liu, Xiaofang Zhou, Hui Xiong:
Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks Approach. ICML 2024: 60179-60196 - [c294]Ran Li, Shimin Di, Lei Chen, Xiaofang Zhou:
SimDiff: Simple Denoising Probabilistic Latent Diffusion Model for Data Augmentation on Multi-modal Knowledge Graph. KDD 2024: 1631-1642 - [c293]Jiawen Zhang, Shun Zheng, Xumeng Wen, Xiaofang Zhou, Jiang Bian, Jia Li:
ElasTST: Towards Robust Varied-Horizon Forecasting with Elastic Time-Series Transformer. NeurIPS 2024 - [i49]Yue Cui, Liuyi Yao, Yaliang Li, Ziqian Chen, Bolin Ding, Xiaofang Zhou:
An Auction-based Marketplace for Model Trading in Federated Learning. CoRR abs/2402.01802 (2024) - [i48]Rongwei Xu, Guanfeng Liu, Yan Wang, Xuyun Zhang, Kai Zheng, Xiaofang Zhou:
Adaptive Hypergraph Network for Trust Prediction. CoRR abs/2402.05154 (2024) - [i47]Yue Cui, Liuyi Yao, Zitao Li, Yaliang Li, Bolin Ding, Xiaofang Zhou:
A Bargaining-based Approach for Feature Trading in Vertical Federated Learning. CoRR abs/2402.15247 (2024) - [i46]Wei Chen, Yuxuan Liang, Yuanshao Zhu, Yanchuan Chang, Kang Luo, Haomin Wen, Lei Li, Yanwei Yu, Qingsong Wen, Chao Chen, Kai Zheng, Yunjun Gao, Xiaofang Zhou, Yu Zheng:
Deep Learning for Trajectory Data Management and Mining: A Survey and Beyond. CoRR abs/2403.14151 (2024) - [i45]Shuhao Li, Yue Cui, Jingyi Xu, Libin Li, Lingkai Meng, Weidong Yang, Fan Zhang, Xiaofang Zhou:
Unifying Lane-Level Traffic Prediction from a Graph Structural Perspective: Benchmark and Baseline. CoRR abs/2403.14941 (2024) - [i44]Yue Cui, Chung-ju Huang, Yuzhu Zhang, Leye Wang, Lixin Fan, Xiaofang Zhou, Qiang Yang:
A Survey on Contribution Evaluation in Vertical Federated Learning. CoRR abs/2405.02364 (2024) - [i43]Jialiang Wang, Shimin Di, Hanmo Liu, Zhili Wang, Jiachuan Wang, Lei Chen, Xiaofang Zhou:
Computation-friendly Graph Neural Network Design by Accumulating Knowledge on Large Language Models. CoRR abs/2408.06717 (2024) - [i42]Xinjie Zhou, Mengxuan Zhang, Lei Li, Xiaofang Zhou:
High Throughput Shortest Distance Query Processing on Large Dynamic Road Networks. CoRR abs/2409.06148 (2024) - [i41]Lei Li, Mengxuan Zhang, Zizhuo Xu, Yehong Xu, Xiaofang Zhou:
Three Pillars Towards Next-Generation Routing System. CoRR abs/2409.11412 (2024) - [i40]Jiawen Zhang, Shun Zheng, Xumeng Wen, Xiaofang Zhou, Jiang Bian, Jia Li:
ElasTST: Towards Robust Varied-Horizon Forecasting with Elastic Time-Series Transformer. CoRR abs/2411.01842 (2024) - 2023
- [j232]Yao Tian, Ziyang Yue, Ruiyuan Zhang, Xi Zhao, Bolong Zheng, Xiaofang Zhou:
Approximate Nearest Neighbor Search in High Dimensional Vector Databases: Current Research and Future Directions. IEEE Data Eng. Bull. 47(3): 39-54 (2023) - [j231]Kai Huang, Haibo Hu, Qingqing Ye, Kai Tian, Bolong Zheng, Xiaofang Zhou:
TED: Towards Discovering Top-k Edge-Diversified Patterns in a Graph Database. Proc. ACM Manag. Data 1(1): 51:1-51:26 (2023) - [j230]Yao Tian, Tingyun Yan, Ruiyuan Zhang, Kai Huang, Bolong Zheng, Xiaofang Zhou:
A Learned Cuckoo Filter for Approximate Membership Queries over Variable-sized Sliding Windows on Data Streams. Proc. ACM Manag. Data 1(4): 264:1-264:26 (2023) - [j229]Xi Zhao, Bolong Zheng, Xiaomeng Yi, Xiaofan Luan, Charles Xie, Xiaofang Zhou, Christian S. Jensen:
FARGO: Fast Maximum Inner Product Search via Global Multi-Probing. Proc. VLDB Endow. 16(5): 1100-1112 (2023) - [j228]Xi Zhao, Yao Tian, Kai Huang, Bolong Zheng, Xiaofang Zhou:
Towards Efficient Index Construction and Approximate Nearest Neighbor Search in High-Dimensional Spaces. Proc. VLDB Endow. 16(8): 1979-1991 (2023) - [j227]Kai Huang, Houdong Liang, Chongchong Yao, Xi Zhao, Yue Cui, Yao Tian, Ruiyuan Zhang, Xiaofang Zhou:
VisualNeo: Bridging the Gap between Visual Query Interfaces and Graph Query Engines. Proc. VLDB Endow. 16(12): 4010-4013 (2023) - [j226]Georgia Koutrika, Jun Yang, Manos Athanassoulis, Kostas Stefanidis, Ju Fan, Abdul Quamar, Yuanyan Tian, Alekh Jindal, Carsten Binnig, Jennie Rogers, Senjuti Basu Roy, Steven Euijong Whang, Matthias Boehm, Aaron J. Elmore, Vasilis Efthymiou, Xiao Hu, Xiaofang Zhou, Alan D. Fekete:
Front Matter. Proc. VLDB Endow. 16(12) (2023) - [j225]Bolong Zheng, Yongyong Gao, Jingyi Wan, Lingsen Yan, Long Hu, Bo Liu, Yunjun Gao, Xiaofang Zhou, Christian S. Jensen:
DecLog: Decentralized Logging in Non-Volatile Memory for Time Series Database Systems. Proc. VLDB Endow. 17(1): 1-14 (2023) - [j224]Shiwen Wu, Qiyu Wu, Honghua Dong, Wen Hua, Xiaofang Zhou:
Blocker and Matcher Can Mutually Benefit: A Co-Learning Framework for Low-Resource Entity Resolution. Proc. VLDB Endow. 17(3): 292-304 (2023) - [j223]Yunyi Li, Yongjing Hao, Pengpeng Zhao, Guanfeng Liu, Yanchi Liu, Victor S. Sheng, Xiaofang Zhou:
Edge-enhanced Global Disentangled Graph Neural Network for Sequential Recommendation. ACM Trans. Knowl. Discov. Data 17(6): 80:1-80:22 (2023) - [j222]Jianfeng Qu, Wen Hua, Dantong Ouyang, Xiaofang Zhou:
A Noise-Aware Method With Type Constraint Pattern for Neural Relation Extraction. IEEE Trans. Knowl. Data Eng. 35(2): 1134-1148 (2023) - [j221]Guohao Sun, Guanfeng Liu, Yan Wang, Mehmet A. Orgun, Quan Z. Sheng, Xiaofang Zhou:
Partition-Aware Graph Pattern Based Node Matching With Updates. IEEE Trans. Knowl. Data Eng. 35(2): 1922-1937 (2023) - [j220]Pengfei Ding, Guanfeng Liu, Yan Wang, Kai Zheng, Xiaofang Zhou:
A-MCTS: Adaptive Monte Carlo Tree Search for Temporal Path Discovery. IEEE Trans. Knowl. Data Eng. 35(3): 2243-2257 (2023) - [j219]Fengmei Jin, Wen Hua, Matteo Francia, Pingfu Chao, Maria E. Orlowska, Xiaofang Zhou:
A Survey and Experimental Study on Privacy-Preserving Trajectory Data Publishing. IEEE Trans. Knowl. Data Eng. 35(6): 5577-5596 (2023) - [j218]Yao Tian, Tingyun Yan, Xi Zhao, Kai Huang, Xiaofang Zhou:
A Learned Index for Exact Similarity Search in Metric Spaces. IEEE Trans. Knowl. Data Eng. 35(8): 7624-7638 (2023) - [j217]Yan Zhao, Kai Zheng, Yunchuan Li, Jinfu Xia, Bin Yang, Torben Bach Pedersen, Rui Mao, Christian S. Jensen, Xiaofang Zhou:
Profit Optimization in Spatial Crowdsourcing: Effectiveness and Efficiency. IEEE Trans. Knowl. Data Eng. 35(8): 8386-8401 (2023) - [j216]Yu Yang, Hongzhi Yin, Jiannong Cao, Tong Chen, Quoc Viet Hung Nguyen, Xiaofang Zhou, Lei Chen:
Time-Aware Dynamic Graph Embedding for Asynchronous Structural Evolution. IEEE Trans. Knowl. Data Eng. 35(9): 9656-9670 (2023) - [j215]Mohsen Saaki, Saeid Hosseini, Sana Rahmani, Mohammad Reza Kangavari, Wen Hua, Xiaofang Zhou:
Value-Wise ConvNet for Transformer Models: An Infinite Time-Aware Recommender System. IEEE Trans. Knowl. Data Eng. 35(10): 9932-9945 (2023) - [j214]Yongjing Hao, Tingting Zhang, Pengpeng Zhao, Yanchi Liu, Victor S. Sheng, Jiajie Xu, Guanfeng Liu, Xiaofang Zhou:
Feature-Level Deeper Self-Attention Network With Contrastive Learning for Sequential Recommendation. IEEE Trans. Knowl. Data Eng. 35(10): 10112-10124 (2023) - [j213]Pengfei Ding, Yan Wang, Guanfeng Liu, Xiaofang Zhou:
Few-Shot Semantic Relation Prediction Across Heterogeneous Graphs. IEEE Trans. Knowl. Data Eng. 35(10): 10265-10280 (2023) - [j212]Mengxuan Zhang, Lei Li, Goce Trajcevski, Andreas Züfle, Xiaofang Zhou:
Parallel Hub Labeling Maintenance With High Efficiency in Dynamic Small-World Networks. IEEE Trans. Knowl. Data Eng. 35(11): 11751-11768 (2023) - [j211]Wei Chen, Weiqing Wang, Hongzhi Yin, Lei Zhao, Xiaofang Zhou:
HFUL: a hybrid framework for user account linkage across location-aware social networks. VLDB J. 32(1): 1-22 (2023) - [j210]Jiajia Li, Cancan Ni, Dan He, Lei Li, Xiufeng Xia, Xiaofang Zhou:
Efficient kNN query for moving objects on time-dependent road networks. VLDB J. 32(3): 575-594 (2023) - [j209]Ziyi Liu, Lei Li, Mengxuan Zhang, Wen Hua, Xiaofang Zhou:
Multi-constraint shortest path using forest hop labeling. VLDB J. 32(3): 595-621 (2023) - [j208]Tianyu Zhu, Wen Hua, Jianfeng Qu, Saeid Hosseini, Xiaofang Zhou:
Auto-regressive extractive summarization with replacement. World Wide Web (WWW) 26(4): 2003-2026 (2023) - [j207]Yaxing Fang, Pengpeng Zhao, Guanfeng Liu, Yanchi Liu, Victor S. Sheng, Lei Zhao, Xiaofang Zhou:
Quaternion-based graph convolution network for recommendation. World Wide Web (WWW) 26(5): 2835-2854 (2023) - [c292]Shuhao Li, Yue Cui, Yan Zhao, Weidong Yang, Ruiyuan Zhang, Xiaofang Zhou:
ST-MoE: Spatio-Temporal Mixture-of-Experts for Debiasing in Traffic Prediction. CIKM 2023: 1208-1217 - [c291]Jiajia Li, Mingshen Wang, Lei Li, Kexuan Xin, Wen Hua, Xiaofang Zhou:
Trajectory Representation Learning Based on Road Network Partition for Similarity Computation. DASFAA (1) 2023: 396-413 - [c290]Xiaofang Zhou, Yezheng Liu:
Message from the General Chairs DSC 2023. DSC 2023: 1 - [c289]Jiajia Li, Xing Xiong, Lei Li, Dan He, Chuanyu Zong, Xiaofang Zhou:
Finding Top-k Optimal Routes with Collective Spatial Keywords on Road Networks. ICDE 2023: 368-380 - [c288]Yue Cui, Shuhao Li, Wenjin Deng, Zhaokun Zhang, Jing Zhao, Kai Zheng, Xiaofang Zhou:
ROI-demand Traffic Prediction: A Pre-train, Query and Fine-tune Framework. ICDE 2023: 1340-1352 - [c287]Bolong Zheng, Yong Ma, Jingyi Wan, Yongyong Gao, Kai Huang, Xiaofang Zhou, Christian S. Jensen:
Reinforcement Learning based Tree Decomposition for Distance Querying in Road Networks. ICDE 2023: 1678-1690 - [c286]Weijie Shi, Jiajie Xu, Junhua Fang, Pingfu Chao, An Liu, Xiaofang Zhou:
LHMM: A Learning Enhanced HMM Model for Cellular Trajectory Map Matching. ICDE 2023: 2429-2442 - [c285]Yehong Xu, Lei Li, Mengxuan Zhang, Zizhuo Xu, Xiaofang Zhou:
Global Routing Optimization In Road Networks. ICDE 2023: 2524-2537 - [c284]Xinyu Du, Huanhuan Yuan, Pengpeng Zhao, Junhua Fang, Guanfeng Liu, Yanchi Liu, Victor S. Sheng, Xiaofang Zhou:
Contrastive Enhanced Slide Filter Mixer for Sequential Recommendation. ICDE 2023: 2673-2685 - [c283]Bolong Zheng, Ziyang Yue, Qi Hu, Xiaomeng Yi, Xiaofan Luan, Charles Xie, Xiaofang Zhou, Christian S. Jensen:
Learned Probing Cardinality Estimation for High-Dimensional Approximate NN Search. ICDE 2023: 3209-3221 - [c282]Bolong Zheng, Lei Bi, Ruijie Xi, Lu Chen, Yunjun Gao, Xiaofang Zhou, Christian S. Jensen:
RHB-Net: A Relation-aware Historical Bridging Network for Text2SQL Auto-Completion. SIGIR 2023: 1458-1467 - [c281]Yue Cui, Chen Ma, Kai Zheng, Lei Chen, Xiaofang Zhou:
Controllable Universal Fair Representation Learning. WWW 2023: 949-959 - [c280]Yu Liu, Wen Hua, Kexuan Xin, Saeid Hosseini, Xiaofang Zhou:
TEA: Time-aware Entity Alignment in Knowledge Graphs. WWW 2023: 2591-2599 - [i39]Hanwen Du, Huanhuan Yuan, Zhen Huang, Pengpeng Zhao, Xiaofang Zhou:
Sequential Recommendation with Diffusion Models. CoRR abs/2304.04541 (2023) - [i38]Xinyu Du, Huanhuan Yuan, Pengpeng Zhao, Junhua Fang, Guanfeng Liu, Yanchi Liu, Victor S. Sheng, Xiaofang Zhou:
Contrastive Enhanced Slide Filter Mixer for Sequential Recommendation. CoRR abs/2305.04322 (2023) - [i37]Wei Yuan, Liang Qu, Lizhen Cui, Yongxin Tong, Xiaofang Zhou, Hongzhi Yin:
HeteFedRec: Federated Recommender Systems with Model Heterogeneity. CoRR abs/2307.12810 (2023) - [i36]Zhili Wang, Shimin Di, Lei Chen, Xiaofang Zhou:
Search to Fine-tune Pre-trained Graph Neural Networks for Graph-level Tasks. CoRR abs/2308.06960 (2023) - [i35]Mengxuan Zhang, Xinjie Zhou, Lei Li, Ziyi Liu, Goce Trajcevski, Yan Huang, Xiaofang Zhou:
A Universal Scheme for Partitioned Dynamic Shortest Path Index. CoRR abs/2310.08213 (2023) - [i34]Yongjing Hao, Pengpeng Zhao, Junhua Fang, Jianfeng Qu, Guanfeng Liu, Fuzhen Zhuang, Victor S. Sheng, Xiaofang Zhou:
Meta-optimized Joint Generative and Contrastive Learning for Sequential Recommendation. CoRR abs/2310.13925 (2023) - [i33]Yaoxian Song, Penglei Sun, Haoyu Liu, Zhixu Li, Wei Song, Yanghua Xiao, Xiaofang Zhou:
Scene-Driven Multimodal Knowledge Graph Construction for Embodied AI. CoRR abs/2311.03783 (2023) - [i32]Youhua Li, Hanwen Du, Yongxin Ni, Pengpeng Zhao, Qi Guo, Fajie Yuan, Xiaofang Zhou:
Multi-Modality is All You Need for Transferable Recommender Systems. CoRR abs/2312.09602 (2023) - 2022
- [j206]Ziyi Liu, Lei Li, Mengxuan Zhang, Wen Hua, Xiaofang Zhou:
FHL-Cube: Multi-Constraint Shortest Path Querying with Flexible Combination of Constraints. Proc. VLDB Endow. 15(11): 3112-3125 (2022) - [j205]Zihan Luo, Lei Li, Mengxuan Zhang, Wen Hua, Yehong Xu, Xiaofang Zhou:
Diversified Top-k Route Planning in Road Network. Proc. VLDB Endow. 15(11): 3199-3212 (2022) - [j204]Kai Huang, Qingqing Ye, Jing Zhao, Xi Zhao, Haibo Hu, Xiaofang Zhou:
VINCENT: Towards Efficient Exploratory Subgraph Search in Graph Databases. Proc. VLDB Endow. 15(12): 3634-3637 (2022) - [j203]Ming Dong, Bolong Zheng, Guohui Li, Chenliang Li, Kai Zheng, Xiaofang Zhou:
Wavefront-Based Multiple Rumor Sources Identification by Multi-Task Learning. IEEE Trans. Emerg. Top. Comput. Intell. 6(5): 1068-1078 (2022) - [j202]Bolong Zheng, Lingfeng Ming, Qi Hu, Zhipeng Lü, Guanfeng Liu, Xiaofang Zhou:
Supply-Demand-aware Deep Reinforcement Learning for Dynamic Fleet Management. ACM Trans. Intell. Syst. Technol. 13(3): 37:1-37:19 (2022) - [j201]Yongxuan Lai, Shipeng Yang, Anshu Xiong, Fan Yang, Lei Li, Xiaofang Zhou:
Utility-Based Matching of Vehicles and Hybrid Requests on Rider Demand Responsive Systems. IEEE Trans. Intell. Transp. Syst. 23(2): 1058-1072 (2022) - [j200]Dan He, Thomas Zhou, Xiaofang Zhou, Jiwon Kim:
An Efficient Algorithm for Maximum Trajectory Coverage Query With Approximation Guarantee. IEEE Trans. Intell. Transp. Syst. 23(12): 24031-24043 (2022) - [j199]Pingfu Chao, Wen Hua, Rui Mao, Jiajie Xu, Xiaofang Zhou:
A Survey and Quantitative Study on Map Inference Algorithms From GPS Trajectories. IEEE Trans. Knowl. Data Eng. 34(1): 15-28 (2022) - [j198]Lei Li, Sibo Wang, Xiaofang Zhou:
Fastest Path Query Answering using Time-Dependent Hop-Labeling in Road Network. IEEE Trans. Knowl. Data Eng. 34(1): 300-313 (2022) - [j197]Saeed Najafi Pour, Saeid Hosseini, Wen Hua, Mohammad Reza Kangavari, Xiaofang Zhou:
SoulMate: Short-Text Author Linking Through Multi-Aspect Temporal-Textual Embedding. IEEE Trans. Knowl. Data Eng. 34(1): 448-461 (2022) - [j196]An Liu, Yifan Zhang, Xiangliang Zhang, Guanfeng Liu, Yanan Zhang, Zhixu Li, Lei Zhao, Qing Li, Xiaofang Zhou:
Representation Learning With Multi-Level Attention for Activity Trajectory Similarity Computation. IEEE Trans. Knowl. Data Eng. 34(5): 2387-2400 (2022) - [j195]Mengxuan Zhang, Lei Li, Wen Hua, Xiaofang Zhou:
Stream Processing of Shortest Path Query in Dynamic Road Networks. IEEE Trans. Knowl. Data Eng. 34(5): 2458-2471 (2022) - [j194]Pengpeng Zhao, Anjing Luo, Yanchi Liu, Jiajie Xu, Zhixu Li, Fuzhen Zhuang, Victor S. Sheng, Xiaofang Zhou:
Where to Go Next: A Spatio-Temporal Gated Network for Next POI Recommendation. IEEE Trans. Knowl. Data Eng. 34(5): 2512-2524 (2022) - [j193]Hongzhi Yin, Qinyong Wang, Kai Zheng, Zhixu Li, Xiaofang Zhou:
Overcoming Data Sparsity in Group Recommendation. IEEE Trans. Knowl. Data Eng. 34(7): 3447-3460 (2022) - [j192]Yan Zhao, Kai Zheng, Hongzhi Yin, Guanfeng Liu, Junhua Fang, Xiaofang Zhou:
Preference-Aware Task Assignment in Spatial Crowdsourcing: From Individuals to Groups. IEEE Trans. Knowl. Data Eng. 34(7): 3461-3477 (2022) - [j191]Fengmei Jin, Wen Hua, Thomas Zhou, Jiajie Xu, Matteo Francia, Maria E. Orlowska, Xiaofang Zhou:
Trajectory-Based Spatiotemporal Entity Linking. IEEE Trans. Knowl. Data Eng. 34(9): 4499-4513 (2022) - [j190]Xuanhao Chen, Yan Zhao, Guanfeng Liu, Rui Sun, Xiaofang Zhou, Kai Zheng:
Efficient Similarity-Aware Influence Maximization in Geo-Social Network. IEEE Trans. Knowl. Data Eng. 34(10): 4767-4780 (2022) - [j189]Defu Lian, Jin Chen, Kai Zheng, Enhong Chen, Xiaofang Zhou:
Ranking-Based Implicit Regularization for One-Class Collaborative Filtering. IEEE Trans. Knowl. Data Eng. 34(12): 5951-5963 (2022) - [j188]Kai Huang, Haibo Hu, Shuigeng Zhou, Jihong Guan, Qingqing Ye, Xiaofang Zhou:
Privacy and efficiency guaranteed social subgraph matching. VLDB J. 31(3): 581-602 (2022) - [j187]Shazia Sadiq, Amir Aryani, Gianluca Demartini, Wen Hua, Marta Indulska, Andrew Burton-Jones, Hassan Khosravi, Diana Benavides Prado, Timos Sellis, Ida Asadi Someh, Rhema Vaithianathan, Sen Wang, Xiaofang Zhou:
Information Resilience: the nexus of responsible and agile approaches to information use. VLDB J. 31(5): 1059-1084 (2022) - [j186]Magdalena Balazinska, Xiaofang Zhou:
Editorial for S.I.: VLDB 2020. VLDB J. 31(6): 1237-1238 (2022) - [j185]Jianfeng Qu, Wen Hua, Dantong Ouyang, Xiaofang Zhou:
An efficient and effective approach for multi-fact extraction from text corpus. World Wide Web 25(1): 195-218 (2022) - [c279]Kexuan Xin, Zequn Sun, Wen Hua, Bing Liu, Wei Hu, Jianfeng Qu, Xiaofang Zhou:
Ensemble Semi-supervised Entity Alignment via Cycle-Teaching. AAAI 2022: 4281-4289 - [c278]Kexuan Xin, Zequn Sun, Wen Hua, Wei Hu, Jianfeng Qu, Xiaofang Zhou:
Large-scale Entity Alignment via Knowledge Graph Merging, Partitioning and Embedding. CIKM 2022: 2240-2249 - [c277]Zhong Yang, Bolong Zheng, Xianzhi Wang, Guohui Li, Xiaofang Zhou:
minIL: A Simple and Small Index for String Similarity Search with Edit Distance. ICDE 2022: 565-577 - [c276]Fengmei Jin, Wen Hua, Boyu Ruan, Xiaofang Zhou:
Frequency-based Randomization for Guaranteeing Differential Privacy in Spatial Trajectories. ICDE 2022: 1727-1739 - [c275]Yao Tian, Xi Zhao, Xiaofang Zhou:
DB-LSH: Locality-Sensitive Hashing with Query-based Dynamic Bucketing. ICDE 2022: 2250-2262 - [c274]Bolong Zheng, Jingyi Wan, Yongyong Gao, Yong Ma, Kai Huang, Xiaofang Zhou, Christian S. Jensen:
Workload-Aware Shortest Path Distance Querying in Road Networks. ICDE 2022: 2372-2384 - [c273]Yuan Xu, Jiajie Xu, Jing Zhao, Kai Zheng, An Liu, Lei Zhao, Xiaofang Zhou:
MetaPTP: An Adaptive Meta-optimized Model for Personalized Spatial Trajectory Prediction. KDD 2022: 2151-2159 - [c272]Kexuan Xin, Zequn Sun, Wen Hua, Wei Hu, Xiaofang Zhou:
Informed Multi-context Entity Alignment. WSDM 2022: 1197-1205 - [i31]Kexuan Xin, Zequn Sun, Wen Hua, Wei Hu, Xiaofang Zhou:
Informed Multi-context Entity Alignment. CoRR abs/2201.00304 (2022) - [i30]Wei Chen, Weiqing Wang, Hongzhi Yin, Lei Zhao, Xiaofang Zhou:
HFUL: A Hybrid Framework for User Account Linkage across Location-Aware Social Networks. CoRR abs/2201.02830 (2022) - [i29]Kexuan Xin, Zequn Sun, Wen Hua, Bing Liu, Wei Hu, Jianfeng Qu, Xiaofang Zhou:
Ensemble Semi-supervised Entity Alignment via Cycle-teaching. CoRR abs/2203.06308 (2022) - [i28]Yao Tian, Tingyun Yan, Xi Zhao, Kai Huang, Xiaofang Zhou:
A Learned Index for Exact Similarity Search in Metric Spaces. CoRR abs/2204.10028 (2022) - [i27]Yu Yang, Hongzhi Yin, Jiannong Cao, Tong Chen, Quoc Viet Hung Nguyen, Xiaofang Zhou, Lei Chen:
Time-aware Dynamic Graph Embedding for Asynchronous Structural Evolution. CoRR abs/2207.00594 (2022) - [i26]Fengmei Jin, Wen Hua, Boyu Ruan, Xiaofang Zhou:
Frequency-based Randomization for Guaranteeing Differential Privacy in Spatial Trajectories. CoRR abs/2207.03722 (2022) - [i25]Pengfei Ding, Yan Wang, Guanfeng Liu, Xiaofang Zhou:
Few-Shot Semantic Relation Prediction across Heterogeneous Graphs. CoRR abs/2207.05068 (2022) - [i24]Yao Tian, Xi Zhao, Xiaofang Zhou:
DB-LSH: Locality-Sensitive Hashing with Query-based Dynamic Bucketing. CoRR abs/2207.07823 (2022) - [i23]Kexuan Xin, Zequn Sun, Wen Hua, Wei Hu, Jianfeng Qu, Xiaofang Zhou:
Large-scale Entity Alignment via Knowledge Graph Merging, Partitioning and Embedding. CoRR abs/2208.11125 (2022) - [i22]Kai Huang, Haibo Hu, Qingqing Ye, Kai Tian, Bolong Zheng, Xiaofang Zhou:
TED: Towards Discovering Top-k Edge-Diversified Patterns in a Graph Database. CoRR abs/2212.07612 (2022) - 2021
- [j184]Mengxuan Zhang, Lei Li, Xiaofang Zhou:
An Experimental Evaluation and Guideline for Path Finding in Weighted Dynamic Network. Proc. VLDB Endow. 14(11): 2127-2140 (2021) - [j183]Bolong Zheng, Lei Bi, Juan Cao, Hua Chai, Jun Fang, Lu Chen, Yunjun Gao, Xiaofang Zhou, Christian S. Jensen:
SpeakNav: Voice-based Route Description Language Understanding for Template Driven Path Search. Proc. VLDB Endow. 14(12): 3056-3068 (2021) - [j182]Yue Cui, Kai Zheng, Dingshan Cui, Jiandong Xie, Liwei Deng, Feiteng Huang, Xiaofang Zhou:
METRO: A Generic Graph Neural Network Framework for Multivariate Time Series Forecasting. Proc. VLDB Endow. 15(2): 224-236 (2021) - [j181]Dan He, Sibo Wang, Xiaofang Zhou, Reynold Cheng:
GLAD: A Grid and Labeling Framework with Scheduling for Conflict-Aware kNN Queries. IEEE Trans. Knowl. Data Eng. 33(4): 1554-1566 (2021) - [j180]Guohao Sun, Guanfeng Liu, Yan Wang, Mehmet A. Orgun, Quan Z. Sheng, Xiaofang Zhou:
Incremental Graph Pattern Based Node Matching with Multiple Updates. IEEE Trans. Knowl. Data Eng. 33(4): 1585-1600 (2021) - [j179]Pengpeng Zhao, Chengfeng Xu, Yanchi Liu, Victor S. Sheng, Kai Zheng, Hui Xiong, Xiaofang Zhou:
Photo2Trip: Exploiting Visual Contents in Geo-Tagged Photos for Personalized Tour Recommendation. IEEE Trans. Knowl. Data Eng. 33(4): 1708-1721 (2021) - [j178]Junhua Fang, Rong Zhang, Yan Zhao, Kai Zheng, Xiaofang Zhou, Aoying Zhou:
A-DSP: An Adaptive Join Algorithm for Dynamic Data Stream on Cloud System. IEEE Trans. Knowl. Data Eng. 33(5): 1861-1876 (2021) - [j177]Yongxuan Lai, Songyao He, Zhijie Lin, Fan Yang, Qifeng Zhou, Xiaofang Zhou:
An Adaptive Robust Semi-Supervised Clustering Framework Using Weighted Consensus of Random $k$k-Means Ensemble. IEEE Trans. Knowl. Data Eng. 33(5): 1877-1890 (2021) - [j176]Binbin Gu, Zhixu Li, An Liu, Jiajie Xu, Lei Zhao, Xiaofang Zhou:
Improving the Quality of Web-Based Data Imputation With Crowd Intervention. IEEE Trans. Knowl. Data Eng. 33(6): 2534-2547 (2021) - [j175]Yu Liu, Wen Hua, Xiaofang Zhou:
Temporal knowledge extraction from large-scale text corpus. World Wide Web 24(1): 135-156 (2021) - [j174]Kexuan Xin, Wen Hua, Yu Liu, Xiaofang Zhou:
LoG: a locally-global model for entity disambiguation. World Wide Web 24(1): 351-373 (2021) - [j173]Yu Liu, Wen Hua, Jianfeng Qu, Kexuan Xin, Xiaofang Zhou:
Temporal knowledge completion with context-aware embeddings. World Wide Web 24(2): 675-695 (2021) - [j172]Yong Zhang, Yu Chen, Junye Yang, Jin Wang, Huiqi Hu, Chunxiao Xing, Xiaofang Zhou:
Clustering Enhanced Error-tolerant Top-k Spatio-textual Search. World Wide Web 24(4): 1185-1214 (2021) - [j171]Qiqi Zheng, Guanfeng Liu, An Liu, Zhixu Li, Kai Zheng, Lei Zhao, Xiaofang Zhou:
Implicit relation-aware social recommendation with variational auto-encoder. World Wide Web 24(5): 1395-1410 (2021) - [j170]Xuanhao Chen, Liwei Deng, Yan Zhao, Xiaofang Zhou, Kai Zheng:
Community-based influence maximization in location-based social network. World Wide Web 24(6): 1903-1928 (2021) - [c271]Tianyu Zhu, Wen Hua, Jianfeng Qu, Xiaofang Zhou:
Summarizing Long-Form Document with Rich Discourse Information. CIKM 2021: 2770-2779 - [c270]Pingfu Chao, Dan He, Lei Li, Mengxuan Zhang, Xiaofang Zhou:
Efficient Trajectory Contact Query Processing. DASFAA (1) 2021: 658-666 - [c269]Mengxuan Zhang, Lei Li, Wen Hua, Xiaofang Zhou:
Efficient 2-Hop Labeling Maintenance in Dynamic Small-World Networks. ICDE 2021: 133-144 - [c268]Yan Zhao, Jiannan Guo, Xuanhao Chen, Jianye Hao, Xiaofang Zhou, Kai Zheng:
Coalition-based Task Assignment in Spatial Crowdsourcing. ICDE 2021: 241-252 - [c267]Baoyi An, Mingjun Xiao, An Liu, Xike Xie, Xiaofang Zhou:
Crowdsensing Data Trading based on Combinatorial Multi-Armed Bandit and Stackelberg Game. ICDE 2021: 253-264 - [c266]Mengxuan Zhang, Lei Li, Wen Hua, Rui Mao, Pingfu Chao, Xiaofang Zhou:
Dynamic Hub Labeling for Road Networks. ICDE 2021: 336-347 - [c265]Bolong Zheng, Lianggui Weng, Xi Zhao, Kai Zeng, Xiaofang Zhou, Christian S. Jensen:
REPOSE: Distributed Top-k Trajectory Similarity Search with Local Reference Point Tries. ICDE 2021: 708-719 - [c264]Jing Zhao, Pengpeng Zhao, Lei Zhao, Yanchi Liu, Victor S. Sheng, Xiaofang Zhou:
Variational Self-attention Network for Sequential Recommendation. ICDE 2021: 1559-1570 - [c263]Ziyi Liu, Lei Li, Mengxuan Zhang, Wen Hua, Pingfu Chao, Xiaofang Zhou:
Efficient Constrained Shortest Path Query Answering with Forest Hop Labeling. ICDE 2021: 1763-1774 - [c262]Huimin Sun, Jiajie Xu, Kai Zheng, Pengpeng Zhao, Pingfu Chao, Xiaofang Zhou:
MFNP: A Meta-optimized Model for Few-shot Next POI Recommendation. IJCAI 2021: 3017-3023 - [c261]Yuetian Wang, Wen Hua, Fengmei Jin, Jing Qiu, Xiaofang Zhou:
An Efficient Approach for Spatial Trajectory Anonymization. WISE (1) 2021: 575-590 - [i21]Bolong Zheng, Lianggui Weng, Xi Zhao, Kai Zeng, Xiaofang Zhou, Christian S. Jensen:
REPOSE: Distributed Top-k Trajectory Similarity Search with Local Reference Point Tries. CoRR abs/2101.08929 (2021) - [i20]Ziyi Liu, Lei Li, Mengxuan Zhang, Wen Hua, Xiaofang Zhou:
Multi-Constraint Shortest Path using Forest Hop Labeling. CoRR abs/2109.04221 (2021) - [i19]Yaxing Fang, Pengpeng Zhao, Guanfeng Liu, Yanchi Liu, Victor S. Sheng, Lei Zhao, Xiaofang Zhou:
Quaternion-Based Graph Convolution Network for Recommendation. CoRR abs/2111.10536 (2021) - [i18]Yunyi Li, Pengpeng Zhao, Guanfeng Liu, Yanchi Liu, Victor S. Sheng, Jiajie Xu, Xiaofang Zhou:
Edge-Enhanced Global Disentangled Graph Neural Network for Sequential Recommendation. CoRR abs/2111.10539 (2021) - 2020
- [j169]Xiang Li, Yan Zhao, Xiaofang Zhou, Kai Zheng:
Consensus-Based Group Task Assignment with Social Impact in Spatial Crowdsourcing. Data Sci. Eng. 5(4): 375-390 (2020) - [j168]Saeid Hosseini, Saeed Najafi Pour, Ngai-Man Cheung, Hongzhi Yin, Mohammad Reza Kangavari, Xiaofang Zhou:
TEAGS: time-aware text embedding approach to generate subgraphs. Data Min. Knowl. Discov. 34(4): 1136-1174 (2020) - [j167]Xiaofang Zhou, Wen Hua:
Preface. J. Comput. Sci. Technol. 35(4): 721-723 (2020) - [j166]Tong Chen, Hongzhi Yin, Hongxu Chen, Hao Wang, Xiaofang Zhou, Xue Li:
Online sales prediction via trend alignment-based multitask recurrent neural networks. Knowl. Inf. Syst. 62(6): 2139-2167 (2020) - [j165]Magdalena Balazinska, Xiaofang Zhou:
Front Matter. Proc. VLDB Endow. 13(5): i-vi (2020) - [j164]Magdalena Balazinska, Xiaofang Zhou:
Front Matter. Proc. VLDB Endow. 13(6): i-vi (2020) - [j163]Magdalena Balazinska, Xiaofang Zhou:
Front Matter. Proc. VLDB Endow. 13(7): i-vi (2020) - [j162]Magdalena Balazinska, Xiaofang Zhou:
Front Matter. Proc. VLDB Endow. 13(8): i-vi (2020) - [j161]Magdalena Balazinska, Xiaofang Zhou:
Front Matter. Proc. VLDB Endow. 13(9): i-vi (2020) - [j160]Magdalena Balazinska, Xiaofang Zhou:
Front Matter. Proc. VLDB Endow. 13(10): i-vi (2020) - [j159]Magdalena Balazinska, Xiaofang Zhou:
Front Matter. Proc. VLDB Endow. 13(12): i-vi (2020) - [j158]Magdalena Balazinska, Xiaofang Zhou:
Front Matter. Proc. VLDB Endow. 13(13): i-viii (2020) - [j157]Guohui Li, Qi Chen, Bolong Zheng, Hongzhi Yin, Quoc Viet Hung Nguyen, Xiaofang Zhou:
Group-Based Recurrent Neural Networks for POI Recommendation. Trans. Data Sci. 1(1): 3:1-3:18 (2020) - [j156]Ruiyuan Zhang, Hui Ma, Wen Hua, Tapan Kumar Saha, Xiaofang Zhou:
Data-Driven Photovoltaic Generation Forecasting Based on a Bayesian Network With Spatial-Temporal Correlation Analysis. IEEE Trans. Ind. Informatics 16(3): 1635-1644 (2020) - [j155]Bolong Zheng, Kai Zheng, Christian S. Jensen, Nguyen Quoc Viet Hung, Han Su, Guohui Li, Xiaofang Zhou:
Answering Why-Not Group Spatial Keyword Queries. IEEE Trans. Knowl. Data Eng. 32(1): 26-39 (2020) - [j154]Xingzhong Du, Hongzhi Yin, Ling Chen, Yang Wang, Yi Yang, Xiaofang Zhou:
Personalized Video Recommendation Using Rich Contents from Videos. IEEE Trans. Knowl. Data Eng. 32(3): 492-505 (2020) - [j153]Mingjun Xiao, Kai Ma, An Liu, Hui Zhao, Zhixu Li, Kai Zheng, Xiaofang Zhou:
SRA: Secure Reverse Auction for Task Assignment in Spatial Crowdsourcing. IEEE Trans. Knowl. Data Eng. 32(4): 782-796 (2020) - [j152]Kai Zheng, Yan Zhao, Defu Lian, Bolong Zheng, Guanfeng Liu, Xiaofang Zhou:
Reference-Based Framework for Spatio-Temporal Trajectory Compression and Query Processing. IEEE Trans. Knowl. Data Eng. 32(11): 2227-2240 (2020) - [j151]Yan Zhao, Kai Zheng, Yang Li, Han Su, Jiajun Liu, Xiaofang Zhou:
Destination-Aware Task Assignment in Spatial Crowdsourcing: A Worker Decomposition Approach. IEEE Trans. Knowl. Data Eng. 32(12): 2336-2350 (2020) - [j150]Han Su, Shuncheng Liu, Bolong Zheng, Xiaofang Zhou, Kai Zheng:
A survey of trajectory distance measures and performance evaluation. VLDB J. 29(1): 3-32 (2020) - [j149]Pingfu Chao, Wen Hua, Xiaofang Zhou:
Trajectories know where map is wrong: an iterative framework for map-trajectory co-optimisation. World Wide Web 23(1): 47-73 (2020) - [j148]Dan He, Sibo Wang, Boyu Ruan, Bolong Zheng, Xiaofang Zhou:
Efficient and robust data augmentation for trajectory analytics: a similarity-based approach. World Wide Web 23(1): 361-387 (2020) - [j147]Xiaocui Li, Hongzhi Yin, Ke Zhou, Xiaofang Zhou:
Semi-supervised clustering with deep metric learning and graph embedding. World Wide Web 23(2): 781-798 (2020) - [j146]Ying He, Zhixu Li, Qiang Yang, Zhigang Chen, An Liu, Lei Zhao, Xiaofang Zhou:
End-to-end relation extraction based on bootstrapped multi-level distant supervision. World Wide Web 23(5): 2933-2956 (2020) - [c260]Mengqi Li, Dan He, Xiaofang Zhou:
Efficient kNN Search with Occupation in Large-Scale On-demand Ride-Hailing. ADC 2020: 29-41 - [c259]Mengxuan Zhang, Lei Li, Wen Hua, Xiaofang Zhou:
Typical Snapshots Selection for Shortest Path Query in Dynamic Road Networks. ADC 2020: 105-120 - [c258]Pingfu Chao, Yehong Xu, Wen Hua, Xiaofang Zhou:
A Survey on Map-Matching Algorithms. ADC 2020: 121-133 - [c257]Yu Yang, Zhiyuan Wen, Jiannong Cao, Jiaxing Shen, Hongzhi Yin, Xiaofang Zhou:
EPARS: Early Prediction of At-Risk Students with Online and Offline Learning Behaviors. DASFAA (2) 2020: 3-19 - [c256]Shizhuo Deng, Wen Hua, Botao Wang, Guoren Wang, Xiaofang Zhou:
Few-Shot Human Activity Recognition on Noisy Wearable Sensor Data. DASFAA (2) 2020: 54-72 - [c255]Mengxuan Zhang, Lei Li, Pingfu Chao, Wen Hua, Xiaofang Zhou:
Path Query Processing Using Typical Snapshots in Dynamic Road Networks. DASFAA (3) 2020: 255-271 - [c254]Mubashir Imran, Hongzhi Yin, Tong Chen, Yingxia Shao, Xiangliang Zhang, Xiaofang Zhou:
Decentralized Embedding Framework for Large-Scale Networks. DASFAA (3) 2020: 425-441 - [c253]Yehong Xu, Dan He, Pingfu Chao, Jiwon Kim, Wen Hua, Xiaofang Zhou:
Route Reconstruction Using Low-Quality Bluetooth Readings. SIGSPATIAL/GIS 2020: 179-182 - [c252]Yan Zhao, Kai Zheng, Yue Cui, Han Su, Feida Zhu, Xiaofang Zhou:
Predictive Task Assignment in Spatial Crowdsourcing: A Data-driven Approach. ICDE 2020: 13-24 - [c251]Guohao Sun, Guanfeng Liu, Yan Wang, Xiaofang Zhou:
Updates-Aware Graph Pattern based Node Matching. ICDE 2020: 697-708 - [c250]Zhong Yang, Bolong Zheng, GuoHui Li, Xi Zhao, Xiaofang Zhou, Christian S. Jensen:
Adaptive Top-k Overlap Set Similarity Joins. ICDE 2020: 1081-1092 - [c249]Lei Li, Mengxuan Zhang, Wen Hua, Xiaofang Zhou:
Fast Query Decomposition for Batch Shortest Path Processing in Road Networks. ICDE 2020: 1189-1200 - [c248]Tong Chen, Hongzhi Yin, Quoc Viet Hung Nguyen, Wen-Chih Peng, Xue Li, Xiaofang Zhou:
Sequence-Aware Factorization Machines for Temporal Predictive Analytics. ICDE 2020: 1405-1416 - [c247]Kangzhi Zhao, Yong Zhang, Hongzhi Yin, Jin Wang, Kai Zheng, Xiaofang Zhou, Chunxiao Xing:
Discovering Subsequence Patterns for Next POI Recommendation. IJCAI 2020: 3216-3222 - [c246]Jian Liu, Pengpeng Zhao, Fuzhen Zhuang, Yanchi Liu, Victor S. Sheng, Jiajie Xu, Xiaofang Zhou, Hui Xiong:
Exploiting Aesthetic Preference in Deep Cross Networks for Cross-domain Recommendation. WWW 2020: 2768-2774 - [i17]Guohao Sun, Guanfeng Liu, Yan Wang, Xiaofang Zhou:
Updates-Aware Graph Pattern based Node Matching. CoRR abs/2002.07402 (2020) - [i16]Yu Yang, Zhiyuan Wen, Jiannong Cao, Jiaxing Shen, Hongzhi Yin, Xiaofang Zhou:
EPARS: Early Prediction of At-risk Students with Online and Offline Learning Behaviors. CoRR abs/2006.03857 (2020) - [i15]Hongzhi Yin, Qinyong Wang, Kai Zheng, Zhixu Li, Xiaofang Zhou:
Overcoming Data Sparsity in Group Recommendation. CoRR abs/2010.00813 (2020) - [i14]Fengmei Jin, Wen Hua, Thomas Zhou, Jiajie Xu, Matteo Francia, Maria E. Orlowska, Xiaofang Zhou:
Trajectory-Based Spatiotemporal Entity Linking. CoRR abs/2010.01516 (2020)
2010 – 2019
- 2019
- [j145]Douglas Alves Peixoto, Nguyen Quoc Viet Hung, Bolong Zheng, Xiaofang Zhou:
A framework for parallel map-matching at scale using Spark. Distributed Parallel Databases 37(4): 697-720 (2019) - [j144]Xiaofang Zhou, Jiajie Xu:
Preface. J. Comput. Sci. Technol. 34(4): 707-708 (2019) - [j143]Magdalena Balazinska, Xiaofang Zhou:
Front Matter. Proc. VLDB Endow. 13(1): i-vi (2019) - [j142]Magdalena Balazinska, Xiaofang Zhou:
Front Matter. Proc. VLDB Endow. 13(2): i-vi (2019) - [j141]Magdalena Balazinska, Xiaofang Zhou:
Front Matter. Proc. VLDB Endow. 13(3): i-vi (2019) - [j140]Magdalena Balazinska, Xiaofang Zhou:
Front Matter. Proc. VLDB Endow. 13(4): i-vi (2019) - [j139]Xingzhong Du, Feiping Nie, Weiqing Wang, Yi Yang, Xiaofang Zhou:
Exploiting Combination Effect for Unsupervised Feature Selection by ℓ2, 0 Norm. IEEE Trans. Neural Networks Learn. Syst. 30(1): 201-214 (2019) - [j138]Runhui Wang, Sibo Wang, Xiaofang Zhou:
Parallelizing approximate single-source personalized PageRank queries on shared memory. VLDB J. 28(6): 923-940 (2019) - [j137]Weiqi Wang, An Liu, Zhixu Li, Xiangliang Zhang, Qing Li, Xiaofang Zhou:
Protecting multi-party privacy in location-aware social point-of-interest recommendation. World Wide Web 22(2): 863-883 (2019) - [j136]Guanfeng Liu, Qun Shi, Kai Zheng, An Liu, Zhixu Li, Xiaofang Zhou:
An efficient method for top-k graph based node matching. World Wide Web 22(3): 945-966 (2019) - [j135]Bolong Zheng, Kai Zheng, Peter Scheuermann, Xiaofang Zhou, Quoc Viet Hung Nguyen, Chenliang Li:
Searching activity trajectory with keywords. World Wide Web 22(3): 967-1000 (2019) - [j134]Saeid Hosseini, Hongzhi Yin, Xiaofang Zhou, Shazia Sadiq, Mohammad Reza Kangavari, Ngai-Man Cheung:
Leveraging multi-aspect time-related influence in location recommendation. World Wide Web 22(3): 1001-1028 (2019) - [j133]Junhua Fang, Pingfu Chao, Rong Zhang, Xiaofang Zhou:
Integrating workload balancing and fault tolerance in distributed stream processing system. World Wide Web 22(6): 2471-2496 (2019) - [j132]Qiang Yang, Zhixu Li, An Liu, Guanfeng Liu, Lei Zhao, Xiangliang Zhang, Min Zhang, Xiaofang Zhou:
A novel hybrid publication recommendation system using compound information. World Wide Web 22(6): 2499-2517 (2019) - [c245]Pengpeng Zhao, Haifeng Zhu, Yanchi Liu, Jiajie Xu, Zhixu Li, Fuzhen Zhuang, Victor S. Sheng, Xiaofang Zhou:
Where to Go Next: A Spatio-Temporal Gated Network for Next POI Recommendation. AAAI 2019: 5877-5884 - [c244]Mengxuan Zhang, Lei Li, Wen Hua, Xiaofang Zhou:
Batch Processing of Shortest Path Queries in Road Networks. ADC 2019: 3-16 - [c243]Yu Liu, Wen Hua, Xiaofang Zhou:
Extracting Temporal Patterns from Large-Scale Text Corpus. ADC 2019: 17-30 - [c242]Jingwei Ma, Mingyang Zhong, Jiahui Wen, Weitong Chen, Xiaofang Zhou, Xue Li:
RecKGC: Integrating Recommendation with Knowledge Graph Completion. ADMA 2019: 250-265 - [c241]Jianfeng Qu, Wen Hua, Dantong Ouyang, Xiaofang Zhou, Ximing Li:
A Fine-grained and Noise-aware Method for Neural Relation Extraction. CIKM 2019: 659-668 - [c240]Zixin Ye, Wen Hua, Liwei Wang, Xiaofang Zhou:
SIRCS: Slope-intercept-residual Compression by Correlation Sequencing for Multi-stream High Variation Data. DASFAA (1) 2019: 191-206 - [c239]Pingfu Chao, Wen Hua, Xiaofang Zhou:
An Iterative Map-Trajectory Co-optimisation Framework Based on Map-Matching and Map Update. DASFAA (3) 2019: 305-309 - [c238]Xiaocui Li, Hongzhi Yin, Ke Zhou, Hongxu Chen, Shazia Sadiq, Xiaofang Zhou:
Semi-supervised Clustering with Deep Metric Learning. DASFAA (3) 2019: 383-386 - [c237]Jingwei Ma, Jiahui Wen, Mingyang Zhong, Weitong Chen, Xiaofang Zhou, Jadwiga Indulska:
Multi-source Multi-net Micro-video Recommendation with Hidden Item Category Discovery. DASFAA (2) 2019: 384-400 - [c236]Hongzhi Yin, Qinyong Wang, Kai Zheng, Zhixu Li, Jiali Yang, Xiaofang Zhou:
Social Influence-Based Group Representation Learning for Group Recommendation. ICDE 2019: 566-577 - [c235]Lei Li, Sibo Wang, Xiaofang Zhou:
Time-Dependent Hop Labeling on Road Network. ICDE 2019: 902-913 - [c234]Junye Yang, Yong Zhang, Xiaofang Zhou, Jin Wang, Huiqi Hu, Chunxiao Xing:
A Hierarchical Framework for Top-k Location-Aware Error-Tolerant Keyword Search. ICDE 2019: 986-997 - [c233]Fengmei Jin, Wen Hua, Jiajie Xu, Xiaofang Zhou:
Moving Object Linking Based on Historical Trace. ICDE 2019: 1058-1069 - [c232]Dan He, Sibo Wang, Xiaofang Zhou, Reynold Cheng:
An Efficient Framework for Correctness-Aware kNN Queries on Road Networks. ICDE 2019: 1298-1309 - [c231]Shuangli Shan, Zhixu Li, Yang Li, Qiang Yang, Jia Zhu, Mohamed A. Sharaf, Xiaofang Zhou:
WebPut: A Web-Aided Data Imputation System for the General Type of Missing String Attribute Values. ICDE 2019: 1952-1955 - [c230]Bolong Zheng, Kai Zheng, Christian S. Jensen, Nguyen Quoc Viet Hung, Han Su, GuoHui Li, Xiaofang Zhou:
Answering Why-Not Group Spatial Keyword Queries (Extended Abstract). ICDE 2019: 2155-2156 - [c229]Chengfeng Xu, Pengpeng Zhao, Yanchi Liu, Victor S. Sheng, Jiajie Xu, Fuzhen Zhuang, Junhua Fang, Xiaofang Zhou:
Graph Contextualized Self-Attention Network for Session-based Recommendation. IJCAI 2019: 3940-3946 - [c228]Tingting Zhang, Pengpeng Zhao, Yanchi Liu, Victor S. Sheng, Jiajie Xu, Deqing Wang, Guanfeng Liu, Xiaofang Zhou:
Feature-level Deeper Self-Attention Network for Sequential Recommendation. IJCAI 2019: 4320-4326 - [c227]Mengxuan Zhang, Lei Li, Wen Hua, Xiaofang Zhou:
Efficient Batch Processing of Shortest Path Queries in Road Networks. MDM 2019: 100-105 - [c226]Kexuan Xin, Wen Hua, Yu Liu, Xiaofang Zhou:
Entity Disambiguation Based on Parse Tree Neighbours on Graph Attention Network. WISE 2019: 523-537 - [c225]Yu Liu, Wen Hua, Kexuan Xin, Xiaofang Zhou:
Context-Aware Temporal Knowledge Graph Embedding. WISE 2019: 583-598 - [c224]Jianfeng Qu, Dantong Ouyang, Wen Hua, Yuxin Ye, Xiaofang Zhou:
Discovering Correlations between Sparse Features in Distant Supervision for Relation Extraction. WSDM 2019: 726-734 - [c223]Chengfeng Xu, Pengpeng Zhao, Yanchi Liu, Jiajie Xu, Victor S. Sheng, Zhiming Cui, Xiaofang Zhou, Hui Xiong:
Recurrent Convolutional Neural Network for Sequential Recommendation. WWW 2019: 3398-3404 - [r3]Xiaofang Zhou, Lei Li:
Spatiotemporal Data: Trajectories. Encyclopedia of Big Data Technologies 2019 - [i13]Jian Liu, Pengpeng Zhao, Yanchi Liu, Victor S. Sheng, Fuzhen Zhuang, Jiajie Xu, Xiaofang Zhou, Hui Xiong:
Deep Cross Networks with Aesthetic Preference for Cross-domain Recommendation. CoRR abs/1905.13030 (2019) - [i12]Saeid Hosseini, Saeed Najafi Pour, Ngai-Man Cheung, Mohammad Reza Kangavari, Xiaofang Zhou, Yuval Elovici:
TEALS: Time-aware Text Embedding Approach to Leverage Subgraphs. CoRR abs/1907.03191 (2019) - [i11]Saeed Najafi Pour, Saeid Hosseini, Wen Hua, Mohammad Reza Kangavari, Xiaofang Zhou:
SoulMate: Short-text author linking through Multi-aspect temporal-textual embedding. CoRR abs/1910.12180 (2019) - [i10]Mengxuan Zhang, Lei Li, Wen Hua, Xiaofang Zhou:
Typical Snapshots Selection for Shortest Path Query in Dynamic Road Networks. CoRR abs/1910.12261 (2019) - [i9]Pingfu Chao, Yehong Xu, Wen Hua, Xiaofang Zhou:
A Survey on Map-Matching Algorithms. CoRR abs/1910.13065 (2019) - [i8]Tong Chen, Hongzhi Yin, Quoc Viet Hung Nguyen, Wen-Chih Peng, Xue Li, Xiaofang Zhou:
Sequence-Aware Factorization Machines for Temporal Predictive Analytics. CoRR abs/1911.02752 (2019) - 2018
- [j131]An Liu, Weiqi Wang, Zhixu Li, Guanfeng Liu, Qing Li, Xiaofang Zhou, Xiangliang Zhang:
A Privacy-Preserving Framework for Trust-Oriented Point-of-Interest Recommendation. IEEE Access 6: 393-404 (2018) - [j130]Michael Gertz, Matthias Renz, Xiaofang Zhou:
Editorial: Advances in spatial and temporal databases. GeoInformatica 22(4): 783-784 (2018) - [j129]Xiaofang Zhou, Hongzhi Yin:
Preface. J. Comput. Sci. Technol. 33(4): 621-624 (2018) - [j128]Lei Li, Jiwon Kim, Jiajie Xu, Xiaofang Zhou:
Time-dependent route scheduling on road networks. ACM SIGSPATIAL Special 10(1): 10-14 (2018) - [j127]Weiqing Wang, Hongzhi Yin, Xingzhong Du, Quoc Viet Hung Nguyen, Xiaofang Zhou:
TPM: A Temporal Personalized Model for Spatial Item Recommendation. ACM Trans. Intell. Syst. Technol. 9(6): 61:1-61:25 (2018) - [j126]Nguyen Quoc Viet Hung, Huynh Huu Viet, Thanh Tam Nguyen, Matthias Weidlich, Hongzhi Yin, Xiaofang Zhou:
Computing Crowd Consensus with Partial Agreement. IEEE Trans. Knowl. Data Eng. 30(1): 1-14 (2018) - [j125]Zhixu Li, Ying He, Binbin Gu, An Liu, Hongsong Li, Haixun Wang, Xiaofang Zhou:
Diagnosing and Minimizing Semantic Drift in Iterative Bootstrapping Extraction. IEEE Trans. Knowl. Data Eng. 30(5): 852-865 (2018) - [j124]Guanfeng Liu, Yi Liu, Kai Zheng, An Liu, Zhixu Li, Yan Wang, Xiaofang Zhou:
MCS-GPM: Multi-Constrained Simulation Based Graph Pattern Matching in Contextual Social Graphs. IEEE Trans. Knowl. Data Eng. 30(6): 1050-1064 (2018) - [j123]Junhua Fang, Rong Zhang, Tom Z. J. Fu, Zhenjie Zhang, Aoying Zhou, Xiaofang Zhou:
Distributed Stream Rebalance for Stateful Operator Under Workload Variance. IEEE Trans. Parallel Distributed Syst. 29(10): 2223-2240 (2018) - [j122]Lei Li, Kai Zheng, Sibo Wang, Wen Hua, Xiaofang Zhou:
Go slow to go fast: minimal on-road time route scheduling with parking facilities using historical trajectory. VLDB J. 27(3): 321-345 (2018) - [j121]Zhihu Qian, Jiajie Xu, Kai Zheng, Pengpeng Zhao, Xiaofang Zhou:
Semantic-aware top-k spatial keyword queries. World Wide Web 21(3): 573-594 (2018) - [j120]Guanfeng Liu, Yi Liu, An Liu, Zhixu Li, Kai Zheng, Yan Wang, Xiaofang Zhou:
Context-aware trust network extraction in large-scale trust-oriented social networks. World Wide Web 21(3): 713-738 (2018) - [j119]Xingzhong Du, Hongzhi Yin, Zi Huang, Yi Yang, Xiaofang Zhou:
Exploiting detected visual objects for frame-level video filtering. World Wide Web 21(5): 1259-1284 (2018) - [c222]Dan He, Boyu Ruan, Bolong Zheng, Xiaofang Zhou:
Trajectory Set Similarity Measure: An EMD-Based Approach. ADC 2018: 28-40 - [c221]Mojtaba Amiri Maskouni, Saeid Hosseini, Hadi Mohammadzadeh Abachi, Mohammadreza Kangavari, Xiaofang Zhou:
Auto-CES: An Automatic Pruning Method Through Clustering Ensemble Selection. ADC 2018: 275-287 - [c220]Yongxin Shen, Zhixu Li, Wenling Zhang, An Liu, Xiaofang Zhou:
DAVE: Extracting Domain Attributes and Values from Text Corpus. APWeb/WAIM (1) 2018: 431-439 - [c219]Kangzhi Zhao, Yong Zhang, Zihao Wang, Hongzhi Yin, Xiaofang Zhou, Jin Wang, Chunxiao Xing:
Modeling Patient Visit Using Electronic Medical Records for Cost Profile Estimation. DASFAA (2) 2018: 20-36 - [c218]Saeid Hosseini, Hongzhi Yin, Ngai-Man Cheung, Kan Pak Leng, Yuval Elovici, Xiaofang Zhou:
Exploiting Reshaping Subgraphs from Bilateral Propagation Graphs. DASFAA (1) 2018: 342-351 - [c217]Douglas Alves Peixoto, Xiaofang Zhou, Nguyen Quoc Viet Hung, Dan He, Bela Stantic:
A System for Spatial-Temporal Trajectory Data Integration and Representation. DASFAA (2) 2018: 807-812 - [c216]Xingcan Cui, Xiaohui Yu, Xiaofang Zhou, Jiong Guo:
ID Repair for Trajectories with Transition Graphs. EDBT 2018: 1-12 - [c215]Guohao Sun, Guanfeng Liu, Yan Wang, Mehmet A. Orgun, Xiaofang Zhou:
Incremental Graph Pattern Based Node Matching. ICDE 2018: 281-292 - [c214]Hongzhi Yin, Lei Zou, Quoc Viet Hung Nguyen, Zi Huang, Xiaofang Zhou:
Joint Event-Partner Recommendation in Event-Based Social Networks. ICDE 2018: 929-940 - [c213]Wei Chen, Hongzhi Yin, Weiqing Wang, Lei Zhao, Xiaofang Zhou:
Effective and Efficient User Account Linkage across Location Based Social Networks. ICDE 2018: 1085-1096 - [c212]Quoc Viet Hung Nguyen, Huynh Huu Viet, Thanh Tam Nguyen, Matthias Weidlich, Hongzhi Yin, Xiaofang Zhou:
Computing Crowd Consensus with Partial Agreement. ICDE 2018: 1749-1750 - [c211]Bolong Zheng, Han Su, Wen Hua, Kai Zheng, Xiaofang Zhou, GuoHui Li:
Efficient Clue-Based Route Search on Road Networks (Extended Abstract). ICDE 2018: 1783-1784 - [c210]Tong Chen, Hongzhi Yin, Hongxu Chen, Lin Wu, Hao Wang, Xiaofang Zhou, Xue Li:
TADA: Trend Alignment with Dual-Attention Multi-task Recurrent Neural Networks for Sales Prediction. ICDM 2018: 49-58 - [c209]Zhongjian Lv, Jiajie Xu, Kai Zheng, Hongzhi Yin, Pengpeng Zhao, Xiaofang Zhou:
LC-RNN: A Deep Learning Model for Traffic Speed Prediction. IJCAI 2018: 3470-3476 - [c208]Saeid Hosseini, Hongzhi Yin, Meihui Zhang, Yuval Elovici, Xiaofang Zhou:
Mining Subgraphs from Propagation Networks through Temporal Dynamic Analysis. MDM 2018: 66-75 - [c207]Dan He, Boyu Ruan, Bolong Zheng, Xiaofang Zhou:
Origin-Destination Trajectory Diversity Analysis: Efficient Top-k Diversified Search. MDM 2018: 135-144 - [c206]Douglas Alves Peixoto, Han Su, Nguyen Quoc Viet Hung, Bela Stantic, Bolong Zheng, Xiaofang Zhou:
Concept for Evaluation of Techniques for Trajectory Distance Measures. MDM 2018: 276-277 - [r2]Lei Chen, Xiaofang Zhou:
Two-Dimensional Shape Retrieval. Encyclopedia of Database Systems (2nd ed.) 2018 - [r1]Hongzhi Yin, Bin Cui, Xiaofang Zhou:
Spatiotemporal Recommendation in Geo-Social Networks. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. 2018 - 2017
- [j118]Yang Zhao, Guanfeng Liu, Kai Zheng, An Liu, Zhixu Li, Xiaofang Zhou:
CAT: Context-Aware Trust-Oriented Worker Selection in Social Crowd. Comput. Informatics 36(3): 517-540 (2017) - [j117]Junling Liu, Ke Deng, Huanliang Sun, Ge Yu, Xiaofang Zhou, Christian S. Jensen:
Clue-based Spatio-textual Query. Proc. VLDB Endow. 10(5): 529-540 (2017) - [j116]Lei Li, Wen Hua, Xingzhong Du, Xiaofang Zhou:
Minimal On-Road Time Route Scheduling on Time-Dependent Graphs. Proc. VLDB Endow. 10(11): 1274-1285 (2017) - [j115]Shazia Sadiq, Tamraparni Dasu, Xin Luna Dong, Juliana Freire, Ihab F. Ilyas, Sebastian Link, Renée J. Miller, Felix Naumann, Xiaofang Zhou, Divesh Srivastava:
Data Quality: The Role of Empiricism. SIGMOD Rec. 46(4): 35-43 (2017) - [j114]Litao Yu, Zi Huang, Fumin Shen, Jingkuan Song, Heng Tao Shen, Xiaofang Zhou:
Bilinear Optimized Product Quantization for Scalable Visual Content Analysis. IEEE Trans. Image Process. 26(10): 5057-5069 (2017) - [j113]Weiqing Wang, Hongzhi Yin, Ling Chen, Yizhou Sun, Shazia Sadiq, Xiaofang Zhou:
ST-SAGE: A Spatial-Temporal Sparse Additive Generative Model for Spatial Item Recommendation. ACM Trans. Intell. Syst. Technol. 8(3): 48:1-48:25 (2017) - [j112]Binbin Gu, Zhixu Li, Xiangliang Zhang, An Liu, Guanfeng Liu, Kai Zheng, Lei Zhao, Xiaofang Zhou:
The Interaction Between Schema Matching and Record Matching in Data Integration. IEEE Trans. Knowl. Data Eng. 29(1): 186-199 (2017) - [j111]Wen Hua, Zhongyuan Wang, Haixun Wang, Kai Zheng, Xiaofang Zhou:
Understand Short Texts by Harvesting and Analyzing Semantic Knowledge. IEEE Trans. Knowl. Data Eng. 29(3): 499-512 (2017) - [j110]Bolong Zheng, Han Su, Wen Hua, Kai Zheng, Xiaofang Zhou, GuoHui Li:
Efficient Clue-Based Route Search on Road Networks. IEEE Trans. Knowl. Data Eng. 29(9): 1846-1859 (2017) - [j109]Hongzhi Yin, Weiqing Wang, Hao Wang, Ling Chen, Xiaofang Zhou:
Spatial-Aware Hierarchical Collaborative Deep Learning for POI Recommendation. IEEE Trans. Knowl. Data Eng. 29(11): 2537-2551 (2017) - [j108]Lei Zhu, Zi Huang, Xiaobai Liu, Xiangnan He, Jiande Sun, Xiaofang Zhou:
Discrete Multimodal Hashing With Canonical Views for Robust Mobile Landmark Search. IEEE Trans. Multim. 19(9): 2066-2079 (2017) - [j107]Nguyen Quoc Viet Hung, Chi Thang Duong, Thanh Tam Nguyen, Matthias Weidlich, Karl Aberer, Hongzhi Yin, Xiaofang Zhou:
Argument discovery via crowdsourcing. VLDB J. 26(4): 511-535 (2017) - [j106]Nguyen Quoc Viet Hung, Duong Chi Thang, Thanh Tam Nguyen, Matthias Weidlich, Karl Aberer, Hongzhi Yin, Xiaofang Zhou:
Answer validation for generic crowdsourcing tasks with minimal efforts. VLDB J. 26(6): 855-880 (2017) - [j105]Lei Li, Wen Hua, Xiaofang Zhou:
HD-GDD: high dimensional graph dominance drawing approach for reachability query. World Wide Web 20(4): 677-696 (2017) - [j104]Tieke He, Zhenyu Chen, Jia Liu, Xiaofang Zhou, Xingzhong Du, Weiqing Wang:
An empirical study on user-topic rating based collaborative filtering methods. World Wide Web 20(4): 815-829 (2017) - [j103]Xuefei Li, Lijun Chang, Kai Zheng, Zi Huang, Xiaofang Zhou:
Ranking weighted clustering coefficient in large dynamic graphs. World Wide Web 20(5): 855-883 (2017) - [j102]Yang Zhao, Guanfeng Liu, Kai Zheng, An Liu, Zhixu Li, Xiaofang Zhou:
A context-aware approach for trustworthy worker selection in social crowd. World Wide Web 20(6): 1211-1235 (2017) - [c205]Boyu Ruan, Wen Hua, Ruiyuan Zhang, Xiaofang Zhou:
Decomposition-Based Approximation of Time Series Data with Max-Error Guarantees. ADC 2017: 71-82 - [c204]Pingfu Chao, Dan He, Shazia Sadiq, Kai Zheng, Xiaofang Zhou:
A performance study on large-scale data analytics using disk-based and in-memory database systems. BigComp 2017: 247-254 - [c203]Wei Chen, Hongzhi Yin, Weiqing Wang, Lei Zhao, Wen Hua, Xiaofang Zhou:
Exploiting Spatio-Temporal User Behaviors for User Linkage. CIKM 2017: 517-526 - [c202]Zhongjian Lv, Jiajie Xu, Pengpeng Zhao, Guanfeng Liu, Lei Zhao, Xiaofang Zhou:
Outlier Trajectory Detection: A Trajectory Analytics Based Approach. DASFAA (1) 2017: 231-246 - [c201]Saeid Hosseini, Hongzhi Yin, Meihui Zhang, Xiaofang Zhou, Shazia Sadiq:
Jointly Modeling Heterogeneous Temporal Properties in Location Recommendation. DASFAA (1) 2017: 490-506 - [c200]Yang Li, Kai Zheng, Ying Yan, Qi Liu, Xiaofang Zhou:
EtherQL: A Query Layer for Blockchain System. DASFAA (2) 2017: 556-567 - [c199]Xiao Liu, An Liu, Xiangliang Zhang, Zhixu Li, Guanfeng Liu, Lei Zhao, Xiaofang Zhou:
When Differential Privacy Meets Randomized Perturbation: A Hybrid Approach for Privacy-Preserving Recommender System. DASFAA (1) 2017: 576-591 - [c198]Binbin Gu, Zhixu Li, Xiangliang Zhang, An Liu, Guanfeng Liu, Kai Zheng, Lei Zhao, Xiaofang Zhou:
The Interaction Between Schema Matching and Record Matching in Data Integration (Extended Abstract). ICDE 2017: 33-34 - [c197]Hongzhi Yin, Liang Chen, Weiqing Wang, Xingzhong Du, Nguyen Quoc Viet Hung, Xiaofang Zhou:
Mobi-SAGE: A Sparse Additive Generative Model for Mobile App Recommendation. ICDE 2017: 75-78 - [c196]Qun Shi, Guanfeng Liu, Kai Zheng, An Liu, Zhixu Li, Lei Zhao, Xiaofang Zhou:
Multi-Constrained Top-K Graph Pattern Matching in Contextual Social Graphs. ICWS 2017: 588-595 - [e30]Michael Gertz, Matthias Renz, Xiaofang Zhou, Erik G. Hoel, Wei-Shinn Ku, Agnès Voisard, Chengyang Zhang, Haiquan Chen, Liang Tang, Yan Huang, Chang-Tien Lu, Siva Ravada:
Advances in Spatial and Temporal Databases - 15th International Symposium, SSTD 2017, Arlington, VA, USA, August 21-23, 2017, Proceedings. Lecture Notes in Computer Science 10411, Springer 2017, ISBN 978-3-319-64366-3 [contents] - [i7]Saeid Hosseini, Hongzhi Yin, Xiaofang Zhou, Shazia Sadiq:
Leveraging Multi-aspect Time-related Influence in Location Recommendation. CoRR abs/1701.00595 (2017) - [i6]Lei Zhu, Zi Huang, Xiaobai Liu, Xiangnan He, Jingkuan Song, Xiaofang Zhou:
Discrete Multi-modal Hashing with Canonical Views for Robust Mobile Landmark Search. CoRR abs/1707.04047 (2017) - 2016
- [j101]Bolong Zheng, Han Su, Kai Zheng, Xiaofang Zhou:
Landmark-Based Route Recommendation with Crowd Intelligence. Data Sci. Eng. 1(2): 86-100 (2016) - [j100]Henning Köhler, Sebastian Link, Xiaofang Zhou:
Discovering Meaningful Certain Keys from Incomplete and Inconsistent Relations. IEEE Data Eng. Bull. 39(2): 21-37 (2016) - [j99]Wen Hua, Kai Zheng, Xiaofang Zhou:
Quality-Aware Entity-Level Semantic Representations for Short Texts. IEEE Data Eng. Bull. 39(2): 93-105 (2016) - [j98]Guanfeng Liu, Feng Zhu, Kai Zheng, An Liu, Zhixu Li, Lei Zhao, Xiaofang Zhou:
TOSI: A trust-oriented social influence evaluation method in contextual social networks. Neurocomputing 210: 130-140 (2016) - [j97]Tieke He, Hongzhi Yin, Zhenyu Chen, Xiaofang Zhou, Shazia Sadiq, Bin Luo:
A Spatial-Temporal Topic Model for the Semantic Annotation of POIs in LBSNs. ACM Trans. Intell. Syst. Technol. 8(1): 12:1-12:24 (2016) - [j96]Wen-Yuan Zhu, Wen-Chih Peng, Ling-Jyh Chen, Kai Zheng, Xiaofang Zhou:
Exploiting Viral Marketing for Location Promotion in Location-Based Social Networks. ACM Trans. Knowl. Discov. Data 11(2): 25:1-25:28 (2016) - [j95]Qing Xie, Xiangliang Zhang, Zhixu Li, Xiaofang Zhou:
Optimizing Cost of Continuous Overlapping Queries over Data Streams by Filter Adaption. IEEE Trans. Knowl. Data Eng. 28(5): 1258-1271 (2016) - [j94]Ke Deng, Jianxin Li, Chaoyi Pang, Jiuyong Li, Xiaofang Zhou:
Access Time Oracle for Planar Graphs. IEEE Trans. Knowl. Data Eng. 28(8): 1959-1970 (2016) - [j93]Hongzhi Yin, Xiaofang Zhou, Bin Cui, Hao Wang, Kai Zheng, Nguyen Quoc Viet Hung:
Adapting to User Interest Drift for POI Recommendation. IEEE Trans. Knowl. Data Eng. 28(10): 2566-2581 (2016) - [j92]Xiaojun Chang, Feiping Nie, Sen Wang, Yi Yang, Xiaofang Zhou, Chengqi Zhang:
Compound Rank-k Projections for Bilinear Analysis. IEEE Trans. Neural Networks Learn. Syst. 27(7): 1502-1513 (2016) - [j91]Hongzhi Yin, Bin Cui, Xiaofang Zhou, Weiqing Wang, Zi Huang, Shazia Sadiq:
Joint Modeling of User Check-in Behaviors for Real-time Point-of-Interest Recommendation. ACM Trans. Inf. Syst. 35(2): 11:1-11:44 (2016) - [j90]Henning Köhler, Uwe Leck, Sebastian Link, Xiaofang Zhou:
Possible and certain keys for SQL. VLDB J. 25(4): 571-596 (2016) - [j89]Yahong Han, Yi Yang, Xiaofang Zhou:
Guest editorial: web multimedia semantic inference using multi-cues. World Wide Web 19(2): 177-179 (2016) - [c195]Lei Li, Xiaofang Zhou, Kevin Zheng:
Finding Least On-Road Travel Time on Road Network. ADC 2016: 137-149 - [c194]Xingzhong Du, Hongzhi Yin, Zi Huang, Yi Yang, Xiaofang Zhou:
Using Detected Visual Objects to Index Video Database. ADC 2016: 333-345 - [c193]Simon Razniewski, Shazia Sadiq, Xiaofang Zhou:
Exploiting Hierarchies for Efficient Detection of Completeness in Stream Data. ADC 2016: 419-431 - [c192]Wei Chen, Feida Zhu, Lei Zhao, Xiaofang Zhou:
When Peculiarity Makes a Difference: Object Characterisation in Heterogeneous Information Networks. DASFAA (2) 2016: 3-17 - [c191]Bolong Zheng, Kai Zheng, Xiaokui Xiao, Han Su, Hongzhi Yin, Xiaofang Zhou, GuoHui Li:
Keyword-aware continuous kNN query on road networks. ICDE 2016: 871-882 - [c190]Hongzhi Yin, Zhiting Hu, Xiaofang Zhou, Hao Wang, Kai Zheng, Nguyen Quoc Viet Hung, Shazia Sadiq:
Discovering interpretable geo-social communities for user behavior prediction. ICDE 2016: 942-953 - [c189]Weiqing Wang, Hongzhi Yin, Shazia Sadiq, Ling Chen, Min Xie, Xiaofang Zhou:
SPORE: A sequential personalized spatial item recommender system. ICDE 2016: 954-965 - [c188]Zhixu Li, Lu Qin, Hong Cheng, Xiangliang Zhang, Xiaofang Zhou:
TRIP: An interactive retrieving-inferring data imputation approach. ICDE 2016: 1462-1463 - [c187]Yuan Su, Xi Zhang, Philip S. Yu, Wen Hua, Xiaofang Zhou, Binxing Fang:
Understanding Information Diffusion under Interactions. IJCAI 2016: 3875-3881 - [c186]Xingzhong Du, Yi Yang, Xiaofang Zhou:
WARD@TRECVID 2016. TRECVID 2016 - [c185]Min Xie, Hongzhi Yin, Fanjiang Xu, Hao Wang, Xiaofang Zhou:
Graph-Based Metric Embedding for Next POI Recommendation. WISE (2) 2016: 207-222 - [e29]Snehasis Mukhopadhyay, ChengXiang Zhai, Elisa Bertino, Fabio Crestani, Javed Mostafa, Jie Tang, Luo Si, Xiaofang Zhou, Yi Chang, Yunyao Li, Parikshit Sondhi:
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016. ACM 2016, ISBN 978-1-4503-4073-1 [contents] - [i5]Xingzhong Du, Hongzhi Yin, Ling Chen, Yang Wang, Yi Yang, Xiaofang Zhou:
Exploiting Rich Contents for Personalized Video Recommendation. CoRR abs/1612.06935 (2016) - 2015
- [j88]Xiaofang Zhou:
Letter from the New TCDE Chair. IEEE Data Eng. Bull. 38(1): 2 (2015) - [j87]Xiaofang Zhou:
Letter from the Special Issue Editor. IEEE Data Eng. Bull. 38(2): 2-3 (2015) - [j86]Neil Hall, Henning Köhler, Sebastian Link, Henri Prade, Xiaofang Zhou:
Cardinality constraints on qualitatively uncertain data. Data Knowl. Eng. 99: 126-150 (2015) - [j85]Wei Chen, Lei Zhao, Jiajie Xu, Guanfeng Liu, Kai Zheng, Xiaofang Zhou:
Trip Oriented Search on Activity Trajectory. J. Comput. Sci. Technol. 30(4): 745-761 (2015) - [j84]Henning Köhler, Sebastian Link, Xiaofang Zhou:
Possible and Certain SQL Key. Proc. VLDB Endow. 8(11): 1118-1129 (2015) - [j83]Ke Deng, Xin Li, Jiaheng Lu, Xiaofang Zhou:
Best Keyword Cover Search. IEEE Trans. Knowl. Data Eng. 27(1): 61-73 (2015) - [j82]Christian S. Jensen, Christopher M. Jermaine, Xiaofang Zhou:
Guest editorial: Special section on the international conference on data engineering. IEEE Trans. Knowl. Data Eng. 27(7): 1739-1740 (2015) - [j81]Zhixu Li, Lu Qin, Hong Cheng, Xiangliang Zhang, Xiaofang Zhou:
TRIP: An Interactive Retrieving-Inferring Data Imputation Approach. IEEE Trans. Knowl. Data Eng. 27(9): 2550-2563 (2015) - [j80]Yahong Han, Yi Yang, Yan Yan, Zhigang Ma, Nicu Sebe, Xiaofang Zhou:
Semisupervised Feature Selection via Spline Regression for Video Semantic Recognition. IEEE Trans. Neural Networks Learn. Syst. 26(2): 252-264 (2015) - [j79]Hongzhi Yin, Bin Cui, Ling Chen, Zhiting Hu, Xiaofang Zhou:
Dynamic User Modeling in Social Media Systems. ACM Trans. Inf. Syst. 33(3): 10:1-10:44 (2015) - [j78]Han Su, Kai Zheng, Jiamin Huang, Haozhou Wang, Xiaofang Zhou:
Calibrating trajectory data for spatio-temporal similarity analysis. VLDB J. 24(1): 93-116 (2015) - [j77]Xuefei Li, Hongyun Cai, Zi Huang, Yang Yang, Xiaofang Zhou:
Social event identification and ranking on flickr. World Wide Web 18(5): 1219-1245 (2015) - [c184]Xiaojun Chang, Feiping Nie, Zhigang Ma, Yi Yang, Xiaofang Zhou:
A Convex Formulation for Spectral Shrunk Clustering. AAAI 2015: 2532-2538 - [c183]Mengyu Dou, Tieke He, Hongzhi Yin, Xiaofang Zhou, Zhenyu Chen, Bin Luo:
Predicting Passengers in Public Transportation Using Smart Card Data. ADC 2015: 28-40 - [c182]Haozhou Wang, Kai Zheng, Hoyoung Jeung, Shane Bracher, Asadul K. Islam, Wasim Sadiq, Shazia Sadiq, Xiaofang Zhou:
Storing and Processing Massive Trajectory Data on SAP HANA. ADC 2015: 66-77 - [c181]Tieke He, Hongzhi Yin, Zhenyu Chen, Xiaofang Zhou, Bin Luo:
Predicting Users' Purchasing Behaviors Using Their Browsing History. ADC 2015: 129-141 - [c180]Xiaofang Zhou, Kai Zheng, Hoyoung Jeung, Jiajie Xu, Shazia Sadiq:
Making Sense of Spatial Trajectories. CIKM 2015: 671-672 - [c179]Hongzhi Yin, Xiaofang Zhou, Yingxia Shao, Hao Wang, Shazia Sadiq:
Joint Modeling of User Check-in Behaviors for Point-of-Interest Recommendation. CIKM 2015: 1631-1640 - [c178]An Liu, Kai Zheng, Lu Li, Guanfeng Liu, Lei Zhao, Xiaofang Zhou:
Efficient secure similarity computation on encrypted trajectory data. ICDE 2015: 66-77 - [c177]Guanfeng Liu, Kai Zheng, Yan Wang, Mehmet A. Orgun, An Liu, Lei Zhao, Xiaofang Zhou:
Multi-Constrained Graph Pattern Matching in large-scale contextual social graphs. ICDE 2015: 351-362 - [c176]Kai Zheng, Han Su, Bolong Zheng, Shuo Shang, Jiajie Xu, Jiajun Liu, Xiaofang Zhou:
Interactive Top-k Spatial Keyword queries. ICDE 2015: 423-434 - [c175]Wen Hua, Zhongyuan Wang, Haixun Wang, Kai Zheng, Xiaofang Zhou:
Short text understanding through lexical-semantic analysis. ICDE 2015: 495-506 - [c174]Han Su, Kai Zheng, Kai Zeng, Jiamin Huang, Shazia Sadiq, Nicholas Jing Yuan, Xiaofang Zhou:
Making sense of trajectory data: A partition-and-summarization approach. ICDE 2015: 963-974 - [c173]Bolong Zheng, Nicholas Jing Yuan, Kai Zheng, Xing Xie, Shazia Sadiq, Xiaofang Zhou:
Approximate keyword search in semantic trajectory database. ICDE 2015: 975-986 - [c172]Weiqing Wang, Hongzhi Yin, Ling Chen, Yizhou Sun, Shazia Sadiq, Xiaofang Zhou:
Geo-SAGE: A Geographical Sparse Additive Generative Model for Spatial Item Recommendation. KDD 2015: 1255-1264 - [c171]Wen-Yuan Zhu, Wen-Chih Peng, Ling-Jyh Chen, Kai Zheng, Xiaofang Zhou:
Modeling User Mobility for Location Promotion in Location-based Social Networks. KDD 2015: 1573-1582 - [c170]Hongzhi Yin, Bin Cui, Zi Huang, Weiqing Wang, Xian Wu, Xiaofang Zhou:
Joint Modeling of Users' Interests and Mobility Patterns for Point-of-Interest Recommendation. ACM Multimedia 2015: 819-822 - [c169]Haozhou Wang, Kai Zheng, Xiaofang Zhou, Shazia Sadiq:
SharkDB: An In-Memory Storage System for Massive Trajectory Data. SIGMOD Conference 2015: 1099-1104 - [c168]Wen Hua, Kai Zheng, Xiaofang Zhou:
Microblog Entity Linking with Social Temporal Context. SIGMOD Conference 2015: 1761-1775 - [c167]Xiaofang Zhou:
Deriving values from spatial trajectories. TAAI 2015: 29 - [c166]Xingzhong Du, Xuanchong Li, Xiaofang Zhou, Alexander G. Hauptmann:
WARD-CMU @ TRECVID 2015. TRECVID 2015 - [c165]Zhixu Li, Xiangliang Zhang, Hai Huang, Qing Xie, Jia Zhu, Xiaofang Zhou:
Addressing Instance Ambiguity in Web Harvesting. WebDB 2015: 6-12 - [c164]Huimin Wu, Jie Shao, Hongzhi Yin, Heng Tao Shen, Xiaofang Zhou:
Geographical Constraint and Temporal Similarity Modeling for Point-of-Interest Recommendation. WISE (2) 2015: 426-441 - [c163]Fuzheng Zhang, Kai Zheng, Nicholas Jing Yuan, Xing Xie, Enhong Chen, Xiaofang Zhou:
A Novelty-Seeking based Dining Recommender System. WWW 2015: 1362-1372 - [e28]Matthias Renz, Cyrus Shahabi, Xiaofang Zhou, Muhammad Aamir Cheema:
Database Systems for Advanced Applications - 20th International Conference, DASFAA 2015, Hanoi, Vietnam, April 20-23, 2015, Proceedings, Part I. Lecture Notes in Computer Science 9049, Springer 2015, ISBN 978-3-319-18119-6 [contents] - [e27]Matthias Renz, Cyrus Shahabi, Xiaofang Zhou, Muhammad Aamir Cheema:
Database Systems for Advanced Applications - 20th International Conference, DASFAA 2015, Hanoi, Vietnam, April 20-23, 2015, Proceedings, Part II. Lecture Notes in Computer Science 9050, Springer 2015, ISBN 978-3-319-18122-6 [contents] - [e26]Xiaofang Zhou, Alan F. Smeaton, Qi Tian, Dick C. A. Bulterman, Heng Tao Shen, Ketan Mayer-Patel, Shuicheng Yan:
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26 - 30, 2015. ACM 2015, ISBN 978-1-4503-3459-4 [contents] - [i4]Weiqing Wang, Hongzhi Yin, Ling Chen, Yizhou Sun, Shazia Sadiq, Xiaofang Zhou:
Geo-SAGE: A Geographical Sparse Additive Generative Model for Spatial Item Recommendation. CoRR abs/1503.03650 (2015) - 2014
- [j76]Xiaofang Zhou:
TCDE Chair Candidate Xiaofang Zhou. IEEE Data Eng. Bull. 37(3): 4 (2014) - [j75]Chen Xu, Mohamed A. Sharaf, Xiaofang Zhou, Aoying Zhou:
Quality-aware schedulers for weak consistency key-value data stores. Distributed Parallel Databases 32(4): 535-581 (2014) - [j74]Stefanie Rinderle-Ma, Peter Dadam, Xiaofang Zhou:
Preface. Int. J. Cooperative Inf. Syst. 23(1) (2014) - [j73]Lei Zhao, Yan-Yan Yang, Xiaofang Zhou:
Continuous Probabilistic Subspace Skyline Query Processing Using Grid Projections. J. Comput. Sci. Technol. 29(2): 332-344 (2014) - [j72]Han Su, Kai Zheng, Kai Zeng, Jiamin Huang, Xiaofang Zhou:
STMaker - A System to Make Sense of Trajectory Data. Proc. VLDB Endow. 7(13): 1701-1704 (2014) - [j71]Zhixu Li, Mohamed A. Sharaf, Laurianne Sitbon, Xiaoyong Du, Xiaofang Zhou:
CoRE: A Context-Aware RelationExtraction Method for Relation Completion. IEEE Trans. Knowl. Data Eng. 26(4): 836-849 (2014) - [j70]Biao Qin, Shan Wang, Xiaofang Zhou, Xiaoyong Du:
Responsibility Analysis for Lineages of Conjunctive Queries with Inequalities. IEEE Trans. Knowl. Data Eng. 26(6): 1532-1543 (2014) - [j69]Kai Zheng, Yu Zheng, Nicholas Jing Yuan, Shuo Shang, Xiaofang Zhou:
Online Discovery of Gathering Patterns over Trajectories. IEEE Trans. Knowl. Data Eng. 26(8): 1974-1988 (2014) - [j68]Zechao Li, Jing Liu, Yi Yang, Xiaofang Zhou, Hanqing Lu:
Clustering-Guided Sparse Structural Learning for Unsupervised Feature Selection. IEEE Trans. Knowl. Data Eng. 26(9): 2138-2150 (2014) - [j67]Yahong Han, Yi Yang, Zhigang Ma, Haoquan Shen, Nicu Sebe, Xiaofang Zhou:
Image Attribute Adaptation. IEEE Trans. Multim. 16(4): 1115-1126 (2014) - [j66]Yahong Han, Xingxing Wei, Xiaochun Cao, Yi Yang, Xiaofang Zhou:
Augmenting Image Descriptions Using Structured Prediction Output. IEEE Trans. Multim. 16(6): 1665-1676 (2014) - [j65]Zhen Ye, Athman Bouguettaya, Xiaofang Zhou:
Economic Model-Driven Cloud Service Composition. ACM Trans. Internet Techn. 14(2-3): 20:1-20:19 (2014) - [j64]Shuo Shang, Ruogu Ding, Kai Zheng, Christian S. Jensen, Panos Kalnis, Xiaofang Zhou:
Personalized trajectory matching in spatial networks. VLDB J. 23(3): 449-468 (2014) - [j63]Qing Xie, Chaoyi Pang, Xiaofang Zhou, Xiangliang Zhang, Ke Deng:
Maximum error-bounded Piecewise Linear Representation for online stream approximation. VLDB J. 23(6): 915-937 (2014) - [j62]Zhixu Li, Mohamed A. Sharaf, Laurianne Sitbon, Shazia Sadiq, Marta Indulska, Xiaofang Zhou:
A web-based approach to data imputation. World Wide Web 17(5): 873-897 (2014) - [c162]Haozhou Wang, Kai Zheng, Han Su, Jiping Wang, Shazia Sadiq, Xiaofang Zhou:
Efficient Aggregate Farthest Neighbour Query Processing on Road Networks. ADC 2014: 13-25 - [c161]Weiqing Wang, Shazia Sadiq, Xiaofang Zhou:
EISA: An Efficient Information Theoretical Approach to Value Segmentation in Large Databases. APWeb 2014: 224-235 - [c160]Guohao Sun, Guanfeng Liu, Lei Zhao, Jiajie Xu, An Liu, Xiaofang Zhou:
A Social Trust Path Recommendation System in Contextual Online Social Networks. APWeb 2014: 652-656 - [c159]Haozhou Wang, Kai Zheng, Jiajie Xu, Bolong Zheng, Xiaofang Zhou, Shazia Sadiq:
SharkDB: An In-Memory Column-Oriented Trajectory Storage. CIKM 2014: 1409-1418 - [c158]Abdullah M. Albarrak, Mohamed A. Sharaf, Xiaofang Zhou:
SAQR: An Efficient Scheme for Similarity-Aware Query Refinement. DASFAA (1) 2014: 110-125 - [c157]An Liu, Qing Li, Xiaofang Zhou, Lu Li, Guanfeng Liu, Yunjun Gao:
Rating Propagation in Web Services Reputation Systems: A Fast Shapley Value Approach. DASFAA (1) 2014: 466-480 - [c156]Saeid Hosseini, Sayan Unankard, Xiaofang Zhou, Shazia Sadiq:
Location Oriented Phrase Detection in Microblogs. DASFAA (1) 2014: 495-509 - [c155]Zhixu Li, Hongsong Li, Haixun Wang, Yi Yang, Xiangliang Zhang, Xiaofang Zhou:
Overcoming Semantic Drift in Information Extraction. EDBT 2014: 169-180 - [c154]Henning Köhler, Sebastian Link, Henri Prade, Xiaofang Zhou:
Cardinality Constraints for Uncertain Data. ER 2014: 108-121 - [c153]Han Su, Kai Zheng, Jiamin Huang, Hoyoung Jeung, Lei Chen, Xiaofang Zhou:
CrowdPlanner: A crowd-based route recommendation system. ICDE 2014: 1144-1155 - [c152]Han Su, Kai Zheng, Jiamin Huang, Tianyu Liu, Haozhou Wang, Xiaofang Zhou:
A crowd-based route recommendation system-CrowdPlanner. ICDE 2014: 1178-1181 - [c151]Yu Ting Wen, Po-Ruey Lei, Wen-Chih Peng, Xiaofang Zhou:
Exploring Social Influence on Location-Based Social Networks. ICDM 2014: 1043-1048 - [c150]Ruojing Zhang, Vimukthi Jayawardene, Marta Indulska, Shazia Sadiq, Xiaofang Zhou:
A Data Driven Approach for Discovering Data Quality Requirements. ICIS 2014 - [c149]Jiping Wang, Kai Zheng, Hoyoung Jeung, Haozhou Wang, Bolong Zheng, Xiaofang Zhou:
Cost-Efficient Spatial Network Partitioning for Distance-Based Query Processing. MDM (1) 2014: 13-22 - [c148]Bolong Zheng, Kai Zheng, Mohamed A. Sharaf, Xiaofang Zhou, Shazia Sadiq:
Efficient Retrieval of Top-K Most Similar Users from Travel Smart Card Data. MDM (1) 2014: 259-268 - [c147]Abdullah M. Albarrak, Tatiana Noboa, Hina A. Khan, Mohamed A. Sharaf, Xiaofang Zhou, Shazia Sadiq:
ORange: Objective-Aware Range Query Refinement. MDM (1) 2014: 333-336 - [c146]Junqiang Dai, Guanfeng Liu, Jiajie Xu, An Liu, Lei Zhao, Xiaofang Zhou:
An Efficient Trust-Oriented Trip Planning Method in Road Networks. UIC/ATC/ScalCom 2014: 487-494 - [c145]Feng Zhu, Guanfeng Liu, An Liu, Lei Zhao, Xiaofang Zhou:
An Evolution-Based Robust Social Influence Evaluation Method in Online Social Networks. WISE (2) 2014: 141-157 - [c144]Wei Chen, Lei Zhao, Jiajie Xu, Kai Zheng, Xiaofang Zhou:
Ranking Based Activity Trajectory Search. WISE (1) 2014: 170-185 - [i3]Xiaojun Chang, Haoquan Shen, Feiping Nie, Sen Wang, Yi Yang, Xiaofang Zhou:
Compound Rank-k Projections for Bilinear Analysis. CoRR abs/1411.6231 (2014) - [i2]Xiaojun Chang, Feiping Nie, Zhigang Ma, Yi Yang, Xiaofang Zhou:
A Convex Formulation for Spectral Shrunk Clustering. CoRR abs/1411.6308 (2014) - 2013
- [j61]Chaoyi Pang, Qing Zhang, Xiaofang Zhou, David P. Hansen, Sen Wang, Anthony J. Maeder:
Computing Unrestricted Synopses Under Maximum Error Bound. Algorithmica 65(1): 1-42 (2013) - [j60]Sang-goo Lee, Zhiyong Peng, Xiaofang Zhou:
Editorial - DASFAA2012. Data Knowl. Eng. 88: 177-178 (2013) - [j59]Xiaofang Zhou, Shazia Sadiq:
Data centric research at the University of Queensland. SIGMOD Rec. 42(3): 63-68 (2013) - [j58]Chenqiang Gao, Deyu Meng, Yi Yang, Yongtao Wang, Xiaofang Zhou, Alexander G. Hauptmann:
Infrared Patch-Image Model for Small Target Detection in a Single Image. IEEE Trans. Image Process. 22(12): 4996-5009 (2013) - [j57]Zhixu Li, Laurianne Sitbon, Liwei Wang, Xiaofang Zhou, Xiaoyong Du:
AML: Efficient Approximate Membership Localization within a Web-Based Join Framework. IEEE Trans. Knowl. Data Eng. 25(2): 298-310 (2013) - [j56]Yang Yang, Yi Yang, Heng Tao Shen, Yanchun Zhang, Xiaoyong Du, Xiaofang Zhou:
Discriminative Nonnegative Spectral Clustering with Out-of-Sample Extension. IEEE Trans. Knowl. Data Eng. 25(8): 1760-1771 (2013) - [j55]Lei Chen, Ihab F. Ilyas, Christopher Ré, Xiaofang Zhou:
Probabilistic Web Data Management. World Wide Web 16(3): 271-272 (2013) - [c143]Haozhou Wang, Han Su, Kai Zheng, Shazia Sadiq, Xiaofang Zhou:
An Effectiveness Study on Trajectory Similarity Measures. ADC 2013: 13-22 - [c142]Chen Xu, Mohamed A. Sharaf, Minqi Zhou, Aoying Zhou, Xiaofang Zhou:
Adaptive Query Scheduling in Key-Value Data Stores. DASFAA (1) 2013: 86-100 - [c141]Zhen Ye, Athman Bouguettaya, Xiaofang Zhou:
QoS-Aware Cloud Service Composition Using Time Series. ICSOC 2013: 9-22 - [c140]Yahong Han, Yi Yang, Xiaofang Zhou:
Co-Regularized Ensemble for Feature Selection. IJCAI 2013: 1380-1386 - [c139]Han Su, Kai Zheng, Haozhou Wang, Jiamin Huang, Xiaofang Zhou:
Calibrating trajectory data for similarity-based analysis. SIGMOD Conference 2013: 833-844 - [c138]Dat T. Huynh, Jiajie Xu, Shazia Sadiq, Xiaofang Zhou:
Exploiting Structural Similarity for Automatic Information Extraction from Lists. WISE (2) 2013: 202-215 - [c137]Xuefei Li, Hongyun Cai, Zi Huang, Yang Yang, Xiaofang Zhou:
Spatio-temporal Event Modeling and Ranking. WISE (2) 2013: 361-374 - [c136]Wen Hua, Yangqiu Song, Haixun Wang, Xiaofang Zhou:
Identifying users' topical tasks in web search. WSDM 2013: 93-102 - [e25]Christian S. Jensen, Christopher M. Jermaine, Xiaofang Zhou:
29th IEEE International Conference on Data Engineering, ICDE 2013, Brisbane, Australia, April 8-12, 2013. IEEE Computer Society 2013, ISBN 978-1-4673-4909-3 [contents] - [e24]Abdelkader Hameurlain, Josef Küng, Roland R. Wagner, Stephen W. Liddle, Klaus-Dieter Schewe, Xiaofang Zhou:
Transactions on Large-Scale Data- and Knowledge-Centered Systems X - Special Issue on Database- and Expert-Systems Applications. Lecture Notes in Computer Science 8220, Springer 2013, ISBN 978-3-642-41220-2 [contents] - 2012
- [j54]Shuo Shang, Bo Yuan, Ke Deng, Kexin Xie, Kai Zheng, Xiaofang Zhou:
PNN query processing on compressed trajectories. GeoInformatica 16(3): 467-496 (2012) - [j53]Wen Hua, Dat T. Huynh, Saeid Hosseini, Jiaheng Lu, Xiaofang Zhou:
Information Extraction From Microblogs: A Survey. Int. J. Softw. Informatics 6(4): 495-522 (2012) - [j52]Xiaofang Zhou:
Prolog to the Section on Mass Storage and Data Retrieval. Proc. IEEE 100(Centennial-Issue): 1431-1432 (2012) - [j51]Ke Deng, Shazia Sadiq, Xiaofang Zhou, Hu Xu, Gabriel Pui Cheong Fung, Yansheng Lu:
On Group Nearest Group Query Processing. IEEE Trans. Knowl. Data Eng. 24(2): 295-308 (2012) - [j50]Kai Zheng, Zi Huang, Aoying Zhou, Xiaofang Zhou:
Discovering the Most Influential Sites over Uncertain Data: A Rank-Based Approach. IEEE Trans. Knowl. Data Eng. 24(12): 2156-2169 (2012) - [j49]Xiangmin Zhou, Lei Chen, Xiaofang Zhou:
Structure Tensor Series-Based Large Scale Near-Duplicate Video Retrieval. IEEE Trans. Multim. 14(4): 1220-1233 (2012) - [j48]Kexin Xie, Ke Deng, Shuo Shang, Xiaofang Zhou, Kai Zheng:
Finding Alternative Shortest Paths in Spatial Networks. ACM Trans. Database Syst. 37(4): 29:1-29:31 (2012) - [j47]Xiangmin Zhou, Xiaofang Zhou, Lei Chen, Athman Bouguettaya:
Efficient subsequence matching over large video databases. VLDB J. 21(4): 489-508 (2012) - [j46]Kai Zheng, Xiaofang Zhou, Gabriel Pui Cheong Fung, Kexin Xie:
Spatial query processing for fuzzy objects. VLDB J. 21(5): 729-751 (2012) - [j45]Jing Yang, Gabriel Pui Cheong Fung, Wei Lu, Xiaofang Zhou, Hong Chen, Xiaoyong Du:
Finding superior skyline points for multidimensional recommendation applications. World Wide Web 15(1): 33-60 (2012) - [j44]Hai Huang, Chengfei Liu, Xiaofang Zhou:
Approximating query answering on RDF databases. World Wide Web 15(1): 89-114 (2012) - [j43]Qing Xie, Zi Huang, Heng Tao Shen, Xiaofang Zhou, Chaoyi Pang:
Quick identification of near-duplicate video sequences with cut signature. World Wide Web 15(3): 355-382 (2012) - [c135]Zechao Li, Yi Yang, Jing Liu, Xiaofang Zhou, Hanqing Lu:
Unsupervised Feature Selection Using Nonnegative Spectral Analysis. AAAI 2012: 1026-1032 - [c134]Mohamed A. Sharaf, Chen Xu, Xiaofang Zhou:
Finding the silver lining for data freshness on the cloud: [extended abstract]. CloudDB@CIKM 2012: 49-50 - [c133]Zhifeng Bao, Henning Köhler, Liwei Wang, Xiaofang Zhou, Shazia Sadiq:
Efficient provenance storage for relational queries. CIKM 2012: 1352-1361 - [c132]Qing Xie, Jia Zhu, Mohamed A. Sharaf, Xiaofang Zhou, Chaoyi Pang:
Efficient buffer management for piecewise linear representation of multiple data streams. CIKM 2012: 2114-2118 - [c131]Kyuseok Shim, Sang Kyun Cha, Lei Chen, Wook-Shin Han, Divesh Srivastava, Katsumi Tanaka, Hwanjo Yu, Xiaofang Zhou:
Data Management Challenges and Opportunities in Cloud Computing. DASFAA (2) 2012: 323 - [c130]Zhiwei Zhang, Jeffrey Xu Yu, Lu Qin, Qing Zhu, Xiaofang Zhou:
I/O cost minimization: reachability queries processing over massive graphs. EDBT 2012: 468-479 - [c129]Minqi Zhou, Heng Tao Shen, Xiaofang Zhou, Weining Qian, Aoying Zhou:
Effective Data Density Estimation in Ring-Based P2P Networks. ICDE 2012: 594-605 - [c128]Kai Zheng, Yu Zheng, Xing Xie, Xiaofang Zhou:
Reducing Uncertainty of Low-Sampling-Rate Trajectories. ICDE 2012: 1144-1155 - [c127]Zhen Ye, Athman Bouguettaya, Xiaofang Zhou:
QoS-Aware Cloud Service Composition Based on Economic Models. ICSOC 2012: 111-126 - [c126]Stefanie Rinderle-Ma, Xiaofang Zhou, Peter Dadam:
CoopIS 2012 PC Co-Chairs Message. OTM Conferences (1) 2012: 1 - [c125]Stefanie Rinderle-Ma, Xiaofang Zhou, Peter Dadam:
CoopIS 2012 PC Co-chairs Message. OTM Workshops 2012: 648 - [c124]Zhixu Li, Mohamed A. Sharaf, Laurianne Sitbon, Shazia Sadiq, Marta Indulska, Xiaofang Zhou:
WebPut: Efficient Web-Based Data Imputation. WISE 2012: 243-256 - [e23]Sang-goo Lee, Zhiyong Peng, Xiaofang Zhou,