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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 (former): 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
- 2023
[j224]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)- [j223]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) - [j222]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) - [j221]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) - [j220]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) - [j219]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) - [j218]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) - [j217]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) - [j216]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) - [j215]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) - [j214]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) - [j213]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) - [j212]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) - [j211]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) - [j210]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) - [j209]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) - [j208]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) - [j207]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) - [c288]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 - [c287]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 - [c286]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 - [c285]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 - [c284]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 - [c283]Yehong Xu, Lei Li, Mengxuan Zhang, Zizhuo Xu, Xiaofang Zhou:
Global Routing Optimization In Road Networks. ICDE 2023: 2524-2537 - [c282]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 - [c281]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 - [c280]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 - [c279]Yue Cui, Chen Ma, Kai Zheng, Lei Chen, Xiaofang Zhou:
Controllable Universal Fair Representation Learning. WWW 2023: 949-959 - [c278]Yu Liu, Wen Hua, Kexuan Xin, Saeid Hosseini, Xiaofang Zhou:
TEA: Time-aware Entity Alignment in Knowledge Graphs. WWW 2023: 2591-2599 - [i35]Hanwen Du, Huanhuan Yuan, Zhen Huang, Pengpeng Zhao, Xiaofang Zhou:
Sequential Recommendation with Diffusion Models. CoRR abs/2304.04541 (2023) - [i34]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) - [i33]Wei Yuan, Liang Qu, Lizhen Cui, Yongxin Tong, Xiaofang Zhou, Hongzhi Yin:
HeteFedRec: Federated Recommender Systems with Model Heterogeneity. CoRR abs/2307.12810 (2023) - [i32]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) - 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 Wasim 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) - [c277]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 - [c276]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 - [c275]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 - [c274]Fengmei Jin, Wen Hua, Boyu Ruan, Xiaofang Zhou:
Frequency-based Randomization for Guaranteeing Differential Privacy in Spatial Trajectories. ICDE 2022: 1727-1739 - [c273]Yao Tian, Xi Zhao, Xiaofang Zhou:
DB-LSH: Locality-Sensitive Hashing with Query-based Dynamic Bucketing. ICDE 2022: 2250-2262 - [c272]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 - [c271]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 - [c270]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) - [c269]Tianyu Zhu, Wen Hua, Jianfeng Qu, Xiaofang Zhou:
Summarizing Long-Form Document with Rich Discourse Information. CIKM 2021: 2770-2779 - [c268]Pingfu Chao, Dan He, Lei Li, Mengxuan Zhang, Xiaofang Zhou:
Efficient Trajectory Contact Query Processing. DASFAA (1) 2021: 658-666 - [c267]Mengxuan Zhang, Lei Li, Wen Hua, Xiaofang Zhou:
Efficient 2-Hop Labeling Maintenance in Dynamic Small-World Networks. ICDE 2021: 133-144 - [c266]Yan Zhao, Jiannan Guo, Xuanhao Chen, Jianye Hao, Xiaofang Zhou, Kai Zheng:
Coalition-based Task Assignment in Spatial Crowdsourcing. ICDE 2021: 241-252 - [c265]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 - [c264]Mengxuan Zhang, Lei Li, Wen Hua, Rui Mao, Pingfu Chao, Xiaofang Zhou:
Dynamic Hub Labeling for Road Networks. ICDE 2021: 336-347 - [c263]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 - [c262]Jing Zhao, Pengpeng Zhao, Lei Zhao, Yanchi Liu, Victor S. Sheng, Xiaofang Zhou:
Variational Self-attention Network for Sequential Recommendation. ICDE 2021: 1559-1570 - [c261]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 - [c260]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 - [c259]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]