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Viewing Publication 1 - 100 from 171

2024

Comfort-Aware Lane Change Planning With Exit Strategy for Autonomous VehicleShuncheng Liu 0001, Xu Chen, Yan Zhao 0008, Han Su, Xiaofang Zhou 0001, Kai Zheng 0001. tkde, 36(7):2927-2941, July 2024. [doi]

Seeing the Forest for the Trees: Road-Level Insights Assisted Lane-Level Traffic PredictionShuhao Li 0001, Yue Cui 0001, Jingyi Xu, Jing Zhao, Fan Zhang 0036, Weidong Yang, Xiaofang Zhou 0001. CIKM 2024: 1266-1275 [doi]

Coalition-based task assignment with priority-aware fairness in spatial crowdsourcingYan Zhao 0008, Kai Zheng 0001, Ziwei Wang, Liwei Deng 0001, Bin Yang 0002, Torben Bach Pedersen, Christian S. Jensen, Xiaofang Zhou 0001. vldb, 33(1):163-184, January 2024. [doi]

Task Allocation in Spatial Crowdsourcing: An Efficient Geographic Partition FrameworkYan Zhao 0008, Xuanlei Chen, Guanyu Ye, Fangda Guo, Kai Zheng 0001, Xiaofang Zhou 0001. tkde, 36(9):4943-4955, September 2024. [doi]

Ocean: Online Clustering and Evolution Analysis for Dynamic Streaming DataChunhui Feng, Junhua Fang, Yue Xia, Pingfu Chao, Pengpeng Zhao, Jiajie Xu 0001, Xiaofang Zhou 0001. icde 2024: 4504-4517 [doi]

Meta-Optimized Joint Generative and Contrastive Learning for Sequential RecommendationYongjing Hao, Pengpeng Zhao, Junhua Fang, Jianfeng Qu, Guanfeng Liu 0001, Fuzhen Zhuang, Victor S. Sheng, Xiaofang Zhou 0001. icde 2024: 705-718 [doi]

Meta-optimized Structural and Semantic Contrastive Learning for Graph Collaborative FilteringYongjing Hao, Pengpeng Zhao, Jianfeng Qu, Lei Zhao 0001, Guanfeng Liu 0001, Fuzhen Zhuang, Victor S. Sheng, Xiaofang Zhou 0001. icde 2024: 679-691 [doi]

FRESH: Towards Efficient Graph Queries in an Outsourced GraphKai Huang, Yunqi Li, Qingqing Ye 0001, Yao Tian, Xi Zhao, Yue Cui, Haibo Hu 0001, Xiaofang Zhou 0001. icde 2024: 4545-4557 [doi]

LDPGuard: Defenses Against Data Poisoning Attacks to Local Differential Privacy ProtocolsKai Huang, Gaoya Ouyang, Qingqing Ye 0001, Haibo Hu 0001, Bolong Zheng, Xi Zhao 0006, Ruiyuan Zhang, Xiaofang Zhou 0001. tkde, 36(7):3195-3209, July 2024. [doi]

TED$^+$+: Towards Discovering Top-k Edge-Diversified Patterns in a Graph DatabaseKai Huang, Yue Cui 0001, Qingqing Ye 0001, Yan Zhao 0008, Xi Zhao 0006, Yao Tian, Kai Zheng 0001, Haibo Hu 0001, Xiaofang Zhou 0001. tkde, 36(5):2224-2238, May 2024. [doi]

Preserving Location Privacy with Semantic-Aware IndistinguishabilityFengmei Jin, Boyu Ruan, Wen-hua, Lei Li 0003, Xiaofang Zhou 0001. dasfaa 2024: 232-242 [doi]

Efficient Frequency-Based Randomization for Spatial Trajectories Under Differential PrivacyFengmei Jin, Wen-hua, Lei Li 0003, Boyu Ruan, Xiaofang Zhou 0001. tkde, 36(6):2430-2444, June 2024. [doi]

GradGCL: Gradient Graph Contrastive LearningRan Li, Shimin Di, Lei Chen 0002, Xiaofang Zhou 0001. icde 2024: 1171-1184 [doi]

SimDiff: Simple Denoising Probabilistic Latent Diffusion Model for Data Augmentation on Multi-modal Knowledge GraphRan Li, Shimin Di, Lei Chen 0002, Xiaofang Zhou 0001. kdd 2024: 1631-1642 [doi]

Multi-Modality is All You Need for Transferable Recommender SystemsYouhua Li, Hanwen Du, Yongxin Ni, Pengpeng Zhao, Qi Guo, Fajie Yuan, Xiaofang Zhou 0001. icde 2024: 5008-5021 [doi]

Approximate Skyline Index for Constrained Shortest Pathfinding with Theoretical GuaranteeZiyi Liu, Lei Li, Mengxuan Zhang 0001, Wen-hua, Xiaofang Zhou 0001. icde 2024: 4222-4235 [doi]

A Universal and Interpretable Method for Enhancing Stock Price PredictionYuchen Liu, Shimin Di, Lei Chen 0002, Xiaofang Zhou 0001, Fei Lin. CIKM 2024: 1533-1543 [doi]

Short-Text Author Linking Through Multi-Facet Temporal-Textual Embedding (Extended Abstract)Saeed Najafipour Najafipour, Saeid Hosseini, Wen-hua, Mohammad Reza Kangavari 0001, Xiaofang Zhou 0001. icde 2024: 5687-5688 [doi]

SoulMate: Short-Text Author Linking Through Multi-Aspect Temporal-Textual Embedding (Extended Abstract)Saeed Najafi Pour, Saeid Hosseini, Wen-hua, Mohammad Reza Kangavari 0001, Xiaofang Zhou 0001. icde 2024: 5751-5752 [doi]

Towards a Unified Understanding of Uncertainty Quantification in Traffic Flow ForecastingWeizhu Qian, Yan Zhao 0008, Dalin Zhang 0001, Bowei Chen 0001, Kai Zheng 0001, Xiaofang Zhou 0001. tkde, 36(5):2239-2256, May 2024. [doi]

Scene-Driven Multimodal Knowledge Graph Construction for Embodied AIYaoxian Song, Penglei Sun, Haoyu Liu, Zhixu Li, Wei Song 0008, Yanghua Xiao, Xiaofang Zhou 0001. tkde, 36(11):6962-6976, November 2024. [doi]

DB-LSH 2.0: Locality-Sensitive Hashing With Query-Based Dynamic BucketingYao Tian, Xi Zhao 0006, Xiaofang Zhou 0001. tkde, 36(3):1000-1015, March 2024. [doi]

Search to Fine-Tune Pre-Trained Graph Neural Networks for Graph-Level TasksZhili Wang, Shimin Di, Lei Chen, Xiaofang Zhou 0001. icde 2024: 2805-2819 [doi]

Efficient processing of coverage centrality queries on road networksYehong Xu, Mengxuan Zhang 0001, Ruizhong Wu, Lei Li 0003, Xiaofang Zhou 0001. www, 27(3):25, May 2024. [doi]

Global Optimal Travel Planning for Massive Travel Queries in Road NetworksYehong Xu, Lei Li 0003, Mengxuan Zhang 0001, Zizhuo Xu, Xiaofang Zhou 0001. tkde, 36(12):8377-8394, December 2024. [doi]

Evidence Reasoning and Curriculum Learning for Document-Level Relation ExtractionTianyu Xu, Jianfeng Qu, Wen-hua, Zhixu Li, Jiajie Xu 0001, An Liu 0002, Lei Zhao 0001, Xiaofang Zhou 0001. tkde, 36(2):594-607, February 2024. [doi]

HeteFedRec: Federated Recommender Systems with Model HeterogeneityWei Yuan, Liang Qu, LiZhen Cui, Yongxin Tong, Xiaofang Zhou 0001, Hongzhi Yin. icde 2024: 1324-1337 [doi]

A Coarse-to-Fine Framework for Entity-Relation Joint ExtractionMingchen Zhang, Jiaan Wang, Jianfeng Qu, Zhixu Li, An Liu 0002, Lei Zhao, Zhigang Chen 0003, Xiaofang Zhou 0001. icde 2024: 1009-1022 [doi]

Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks ApproachWeijia Zhang, Chenlong Yin, Hao Liu, Xiaofang Zhou 0001, Hui Xiong 0001. icml 2024: [doi]

CCML: Curriculum and Contrastive Learning Enhanced Meta-Learner for Personalized Spatial Trajectory PredictionJing Zhao, Jiajie Xu 0001, Yuan Xu, Junhua Fang, Pingfu Chao, Xiaofang Zhou 0001. tkde, 36(9):4499-4514, September 2024. [doi]

Enhancing Precision Drug Recommendations via In-Depth Exploration of Motif RelationshipsChuang Zhao, Hongke Zhao, Xiaofang Zhou 0001, Xiaomeng Li 0001. tkde, 36(12):8164-8178, December 2024. [doi]

Cross-Insight Trader: A Trading Approach Integrating Policies with Diverse Investment Horizons for Portfolio ManagementZetao Zheng, Jie Shao 0001, Shilong Deng, Anjie Zhu, Heng Tao Shen, Xiaofang Zhou 0001. icde 2024: 4685-4698 [doi]

Adversarial Graph Neural Network for Multivariate Time Series Anomaly DetectionBolong Zheng, Lingfeng Ming, Kai Zeng 0002, Mengtao Zhou, Xinyong Zhang, Tao Ye, Bin Yang 0002, Xiaofang Zhou 0001, Christian S. Jensen. tkde, 36(12):7612-7626, December 2024. [doi]

I/O-Efficient Multi-Criteria Shortest Paths Query Processing on Large GraphsXinjie Zhou, Kai Huang, Lei Li 0003, Mengxuan Zhang 0001, Xiaofang Zhou 0001. tkde, 36(11):6430-6446, November 2024. [doi]

2023

ROI-demand Traffic Prediction: A Pre-train, Query and Fine-tune FrameworkYue Cui 0001, Shuhao Li, Wenjin Deng, Zhaokun Zhang, Jing Zhao, Kai Zheng 0001, Xiaofang Zhou 0001. icde 2023: 1340-1352 [doi]

Parallel Hub Labeling Maintenance With High Efficiency in Dynamic Small-World NetworksMengxuan Zhang 0001, Lei Li 0003, Goce Trajcevski, Andreas Züfle, Xiaofang Zhou 0001. tkde, 35(11):11751-11768, November 2023. [doi]

Profit Optimization in Spatial Crowdsourcing: Effectiveness and EfficiencyYan Zhao 0008, Kai Zheng 0001, Yunchuan Li, Jinfu Xia, Bin Yang 0002, Torben Bach Pedersen, Rui Mao 0001, Christian S. Jensen, Xiaofang Zhou 0001. tkde, 35(8):8386-8401, August 2023. [doi]

Time-Aware Dynamic Graph Embedding for Asynchronous Structural EvolutionYu Yang 0012, Hongzhi Yin, Jiannong Cao 0001, Tong Chen 0005, Quoc Viet Hung Nguyen, Xiaofang Zhou 0001, Lei Chen 0002. tkde, 35(9):9656-9670, September 2023. [doi]

TEA: Time-aware Entity Alignment in Knowledge GraphsYu Liu 0053, Wen-hua, Kexuan Xin, Saeid Hosseini, Xiaofang Zhou 0001. WWW 2023: 2591-2599 [doi]

HFUL: a hybrid framework for user account linkage across location-aware social networksWei Chen 0070, Weiqing Wang 0001, Hongzhi Yin, Lei Zhao 0001, Xiaofang Zhou 0001. vldb, 32(1):1-22, January 2023. [doi]

Controllable Universal Fair Representation LearningYue Cui, Ma Chen, Kai Zheng, Lei Chen, Xiaofang Zhou 0001. WWW 2023: 949-959 [doi]

Few-Shot Semantic Relation Prediction Across Heterogeneous GraphsPengfei Ding, Yan Wang 0002, Guanfeng Liu 0001, Xiaofang Zhou 0001. tkde, 35(10):10265-10280, October 2023. [doi]

A-MCTS: Adaptive Monte Carlo Tree Search for Temporal Path DiscoveryPengfei Ding, Guanfeng Liu 0001, Yan Wang 0002, Kai Zheng 0001, Xiaofang Zhou 0001. tkde, 35(3):2243-2257, March 2023. [doi]

Contrastive Enhanced Slide Filter Mixer for Sequential RecommendationXinyu Du, Huanhuan Yuan, Pengpeng Zhao, Junhua Fang, Guanfeng Liu 0001, Yanchi Liu, Victor S. Sheng, Xiaofang Zhou 0001. icde 2023: 2673-2685 [doi]

Quaternion-based graph convolution network for recommendationYaxing Fang, Pengpeng Zhao, Guanfeng Liu 0001, Yanchi Liu, Victor S. Sheng, Lei Zhao 0001, Xiaofang Zhou 0001. www, 26(5):2835-2854, September 2023. [doi]

Feature-Level Deeper Self-Attention Network With Contrastive Learning for Sequential RecommendationYongjing Hao, Tingting Zhang, Pengpeng Zhao, Yanchi Liu, Victor S. Sheng, Jiajie Xu 0001, Guanfeng Liu 0001, Xiaofang Zhou 0001. tkde, 35(10):10112-10124, October 2023. [doi]

VisualNeo: Bridging the Gap between Visual Query Interfaces and Graph Query EnginesKai Huang, Houdong Liang, Chongchong Yao, Xi Zhao 0006, Yue Cui, Yao Tian, Ruiyuan Zhang, Xiaofang Zhou 0001. pvldb, 16(12):4010-4013, 2023. [doi]

TED: Towards Discovering Top-k Edge-Diversified Patterns in a Graph DatabaseKai Huang, Haibo Hu 0001, Qingqing Ye 0001, Kai Tian, Bolong Zheng, Xiaofang Zhou 0001. pacmmod, 1(1), 2023. [doi]

A Survey and Experimental Study on Privacy-Preserving Trajectory Data PublishingFengmei Jin, Wen-hua, Matteo Francia, Pingfu Chao, Maria E. Orlowska, Xiaofang Zhou 0001. tkde, 35(6):5577-5596, June 2023. [doi]

Finding Top-k Optimal Routes with Collective Spatial Keywords on Road NetworksJiajia Li, Xing Xiong, Lei Li, Dan He, Chuanyu Zong, Xiaofang Zhou 0001. icde 2023: 368-380 [doi]

Trajectory Representation Learning Based on Road Network Partition for Similarity ComputationJiajia Li, Mingshen Wang, Lei Li 0003, Kexuan Xin, Wen-hua, Xiaofang Zhou 0001. dasfaa 2023: 396-413 [doi]

Efficient kNN query for moving objects on time-dependent road networksJiajia Li, Cancan Ni, Dan He, Lei Li 0003, Xiufeng Xia, Xiaofang Zhou 0001. vldb, 32(3):575-594, May 2023. [doi]

Edge-enhanced Global Disentangled Graph Neural Network for Sequential RecommendationYunyi Li, Yongjing Hao, Pengpeng Zhao, Guanfeng Liu 0001, Yanchi Liu, Victor S. Sheng, Xiaofang Zhou 0001. tkdd, 17(6), July 2023. [doi]

ST-MoE: Spatio-Temporal Mixture-of-Experts for Debiasing in Traffic PredictionShuhao Li, Yue Cui, Yan Zhao, Weidong Yang, Ruiyuan Zhang, Xiaofang Zhou 0001. CIKM 2023: 1208-1217 [doi]

Multi-constraint shortest path using forest hop labelingZiyi Liu, Lei Li 0003, Mengxuan Zhang 0001, Wen-hua, Xiaofang Zhou 0001. vldb, 32(3):595-621, May 2023. [doi]

A Noise-Aware Method With Type Constraint Pattern for Neural Relation ExtractionJianfeng Qu, Wen-hua, Dantong Ouyang, Xiaofang Zhou 0001. tkde, 35(2):1134-1148, 2023. [doi]

Value-Wise ConvNet for Transformer Models: An Infinite Time-Aware Recommender SystemMohsen Saaki, Saeid Hosseini, Sana Rahmani, Mohammad Reza Kangavari 0001, Wen-hua, Xiaofang Zhou 0001. tkde, 35(10):9932-9945, October 2023. [doi]

LHMM: A Learning Enhanced HMM Model for Cellular Trajectory Map MatchingWeijie Shi, Jiajie Xu 0001, Junhua Fang, Pingfu Chao, An Liu 0002, Xiaofang Zhou 0001. icde 2023: 2429-2442 [doi]

Partition-Aware Graph Pattern Based Node Matching With UpdatesGuohao Sun, Guanfeng Liu 0001, Yan Wang 0002, Mehmet A. Orgun, Quan Z. Sheng, Xiaofang Zhou 0001. tkde, 35(2):1922-1937, 2023. [doi]

A Learned Index for Exact Similarity Search in Metric SpacesYao Tian, Tingyun Yan, Xi Zhao, Kai Huang, Xiaofang Zhou 0001. tkde, 35(8):7624-7638, August 2023. [doi]

Approximate Nearest Neighbor Search in High Dimensional Vector Databases: Current Research and Future DirectionsYao Tian, Ziyang Yue, Ruiyuan Zhang, Xi Zhao 0006, Bolong Zheng, Xiaofang Zhou 0001. DEBU, 46(3):39-54, 2023. [doi]

A Learned Cuckoo Filter for Approximate Membership Queries over Variable-sized Sliding Windows on Data StreamsYao Tian, Tingyun Yan, Ruiyuan Zhang, Kai Huang, Bolong Zheng, Xiaofang Zhou 0001. pacmmod, 1(4), December 2023. [doi]

Global Routing Optimization In Road NetworksYehong Xu, Lei Li 0003, Mengxuan Zhang 0001, Zizhuo Xu, Xiaofang Zhou 0001. icde 2023: 2524-2537 [doi]

Towards Efficient Index Construction and Approximate Nearest Neighbor Search in High-Dimensional SpacesXi Zhao, Yao Tian, Kai Huang, Bolong Zheng, Xiaofang Zhou 0001. pvldb, 16(8):1979-1991, 2023. [doi]

FARGO: Fast Maximum Inner Product Search via Global Multi-ProbingXi Zhao, Bolong Zheng, Xiaomeng Yi, Xiaofan Luan, Charles Xie, Xiaofang Zhou 0001, Christian S. Jensen. pvldb, 16(5):1100-1112, 2023. [doi]

Reinforcement Learning based Tree Decomposition for Distance Querying in Road NetworksBolong Zheng, Yong Ma, Jingyi Wan, Yongyong Gao, Kai Huang, Xiaofang Zhou 0001, Christian S. Jensen. icde 2023: 1678-1690 [doi]

Learned Probing Cardinality Estimation for High-Dimensional Approximate NN SearchBolong Zheng, Ziyang Yue, Qi Hu, Xiaomeng Yi, Xiaofan Luan, Charles Xie, Xiaofang Zhou 0001, Christian S. Jensen. icde 2023: 3209-3221 [doi]

RHB-Net: A Relation-aware Historical Bridging Network for Text2SQL Auto-CompletionBolong Zheng, Lei Bi 0005, Ruijie Xi, Lu Chen, Yunjun Gao, Xiaofang Zhou 0001, Christian S. Jensen. sigir 2023: 1458-1467 [doi]

DecLog: Decentralized Logging in Non-Volatile Memory for Time Series Database SystemsBolong Zheng, Yongyong Gao, Jingyi Wan, Lingsen Yan, Long Hu, Bo Liu, Yunjun Gao, Xiaofang Zhou 0001, Christian S. Jensen. pvldb, 17(1):1-14, 2023. [doi]

Auto-regressive extractive summarization with replacementTianyu Zhu, Wen-hua, Jianfeng Qu, Saeid Hosseini, Xiaofang Zhou 0001. www, 26(4):2003-2026, July 2023. [doi]

2022

Efficient Similarity-Aware Influence Maximization in Geo-Social NetworkXuanhao Chen 0001, Yan Zhao 0008, Guanfeng Liu 0001, Rui Sun, Xiaofang Zhou 0001, Kai Zheng 0001. tkde, 34(10):4767-4780, 2022. [doi]

Representation Learning With Multi-Level Attention for Activity Trajectory Similarity ComputationAn Liu 0002, Yifan Zhang, Xiangliang Zhang 0001, Guanfeng Liu 0001, Yanan Zhang, Zhixu Li, Lei Zhao 0001, Qing Li 0001, Xiaofang Zhou 0001. tkde, 34(5):2387-2400, 2022. [doi]

Fastest Path Query Answering using Time-Dependent Hop-Labeling in Road NetworkLei Li 0003, Sibo Wang 0001, Xiaofang Zhou 0001. tkde, 34(1):300-313, 2022. [doi]

Wavefront-Based Multiple Rumor Sources Identification by Multi-Task LearningMing Dong 0004, Bolong Zheng, Guohui Li 0001, Chenliang Li, Kai Zheng 0001, Xiaofang Zhou 0001. tetci, 6(5):1068-1078, 2022. [doi]

Preference-Aware Task Assignment in Spatial Crowdsourcing: From Individuals to GroupsYan Zhao 0008, Kai Zheng 0001, Hongzhi Yin, Guanfeng Liu 0001, Junhua Fang, Xiaofang Zhou 0001. tkde, 34(7):3461-3477, 2022. [doi]

Editorial for S.I.: VLDB 2020Magdalena Balazinska, Xiaofang Zhou 0001. vldb, 31(6):1237-1238, 2022. [doi]

A Survey and Quantitative Study on Map Inference Algorithms From GPS TrajectoriesPingfu Chao, Wen-hua, Rui Mao 0001, Jiajie Xu 0001, Xiaofang Zhou 0001. tkde, 34(1):15-28, 2022. [doi]

An Efficient Algorithm for Maximum Trajectory Coverage Query With Approximation GuaranteeDan He, Thomas Zhou, Xiaofang Zhou 0001, Jiwon Kim. tits, 23(12):24031-24043, 2022. [doi]

VINCENT: Towards Efficient Exploratory Subgraph Search in Graph DatabasesKai Huang, Qingqing Ye 0001, Jing Zhao, Xi Zhao, Haibo Hu 0001, Xiaofang Zhou 0001. pvldb, 15(12):3634-3637, 2022. [doi]

Privacy and efficiency guaranteed social subgraph matchingKai Huang, Haibo Hu 0001, Shuigeng Zhou, Jihong Guan, Qingqing Ye 0001, Xiaofang Zhou 0001. vldb, 31(3):581-602, 2022. [doi]

Frequency-based Randomization for Guaranteeing Differential Privacy in Spatial TrajectoriesFengmei Jin, Wen-hua, Boyu Ruan, Xiaofang Zhou 0001. icde 2022: 1727-1739 [doi]

Trajectory-Based Spatiotemporal Entity LinkingFengmei Jin, Wen-hua, Thomas Zhou, Jiajie Xu 0001, Matteo Francia, Maria E. Orlowska, Xiaofang Zhou 0001. tkde, 34(9):4499-4513, 2022. [doi]

Ranking-Based Implicit Regularization for One-Class Collaborative FilteringDefu Lian, Jin Chen 0008, Kai Zheng 0001, Enhong Chen, Xiaofang Zhou 0001. tkde, 34(12):5951-5963, 2022. [doi]

FHL-Cube: Multi-Constraint Shortest Path Querying with Flexible Combination of ConstraintsZiyi Liu, Lei Li, Mengxuan Zhang, Wen-hua, Xiaofang Zhou 0001. pvldb, 15(11):3112-3125, 2022. [doi]

Diversified Top-k Route Planning in Road NetworkZihan Luo, Lei Li 0003, Mengxuan Zhang, Wen-hua, Yehong Xu, Xiaofang Zhou 0001. pvldb, 15(11):3199-3212, 2022. [doi]

SoulMate: Short-Text Author Linking Through Multi-Aspect Temporal-Textual EmbeddingSaeed Najafi Pour, Saeid Hosseini, Wen-hua, Mohammad Reza Kangavari 0001, Xiaofang Zhou 0001. tkde, 34(1):448-461, 2022. [doi]

An efficient and effective approach for multi-fact extraction from text corpusJianfeng Qu, Wen-hua, Dantong Ouyang, Xiaofang Zhou 0001. www, 25(1):195-218, 2022. [doi]

Information Resilience: the nexus of responsible and agile approaches to information useShazia 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 0001, Xiaofang Zhou 0001. vldb, 31(5):1059-1084, 2022. [doi]

DB-LSH: Locality-Sensitive Hashing with Query-based Dynamic BucketingYao Tian, Xi Zhao, Xiaofang Zhou 0001. icde 2022: 2250-2262 [doi]

Informed Multi-context Entity AlignmentKexuan Xin, Zequn Sun, Wen-hua, Wei Hu 0007, Xiaofang Zhou 0001. wsdm 2022: 1197-1205 [doi]

Ensemble Semi-supervised Entity Alignment via Cycle-TeachingKexuan Xin, Zequn Sun, Wen-hua, Bing Liu, Wei Hu, Jianfeng Qu, Xiaofang Zhou 0001. AAAI 2022: 4281-4289 [doi]

Large-scale Entity Alignment via Knowledge Graph Merging, Partitioning and EmbeddingKexuan Xin, Zequn Sun, Wen-hua, Wei Hu, Jianfeng Qu, Xiaofang Zhou 0001. CIKM 2022: 2240-2249 [doi]

MetaPTP: An Adaptive Meta-optimized Model for Personalized Spatial Trajectory PredictionYuan Xu, Jiajie Xu 0001, Jing Zhao, Kai Zheng, An Liu 0002, Lei Zhao, Xiaofang Zhou 0001. kdd 2022: 2151-2159 [doi]

minIL: A Simple and Small Index for String Similarity Search with Edit DistanceZhong Yang, Bolong Zheng, Xianzhi Wang, Guohui Li 0001, Xiaofang Zhou 0001. icde 2022: 565-577 [doi]

Overcoming Data Sparsity in Group RecommendationHongzhi Yin, Qinyong Wang, Kai Zheng 0001, Zhixu Li, Xiaofang Zhou 0001. tkde, 34(7):3447-3460, 2022. [doi]

Stream Processing of Shortest Path Query in Dynamic Road NetworksMengxuan Zhang, Lei Li 0003, Wen-hua, Xiaofang Zhou 0001. tkde, 34(5):2458-2471, 2022. [doi]

Where to Go Next: A Spatio-Temporal Gated Network for Next POI RecommendationPengpeng Zhao, Anjing Luo, Yanchi Liu, Jiajie Xu 0001, Zhixu Li, Fuzhen Zhuang, Victor S. Sheng, Xiaofang Zhou 0001. tkde, 34(5):2512-2524, 2022. [doi]

Supply-Demand-aware Deep Reinforcement Learning for Dynamic Fleet ManagementBolong Zheng, Lingfeng Ming, Qi Hu, Zhipeng Lü, Guanfeng Liu 0001, Xiaofang Zhou 0001. tist, 13(3), 2022. [doi]

Workload-Aware Shortest Path Distance Querying in Road NetworksBolong Zheng, Jingyi Wan, Yongyong Gao, Yong Ma, Kai Huang, Xiaofang Zhou 0001, Christian S. Jensen. icde 2022: 2372-2384 [doi]

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