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Xiaofang 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
- [j229]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) - [j228]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) - [j227]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) - [j226]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) - [j225]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) - [j224]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) - [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) - [c289]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 - [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 - [i38]Hanwen Du, Huanhuan Yuan, Zhen Huang, Pengpeng Zhao, Xiaofang Zhou:
Sequential Recommendation with Diffusion Models. CoRR abs/2304.04541 (2023) - [i37]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) - [i36]Wei Yuan, Liang Qu, Lizhen Cui, Yongxin Tong, Xiaofang Zhou, Hongzhi Yin:
HeteFedRec: Federated Recommender Systems with Model Heterogeneity. CoRR abs/2307.12810 (2023) - [i35]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) - [i34]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) - [i33]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) - [i32]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) - 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]