SEMI: A Scalable Entity Matching System Based on MapReduce. - Pingfu Chao; Yuming Li; Zhu Gao; Junhua Fang; Xiaofeng He; Rong Zhang 002 (ADC, 2015)

Random-Based Algorithm for Efficient Entity Matching. - Pingfu Chao; Zhu Gao; Yuming Li; Junhua Fang; Rong Zhang 002; Aoying Zhou (APWeb, 2015)

Efficient MapReduce-Based Method for Massive Entity Matching. - Pingfu Chao; Zhu Gao; Yuming Li; Junhua Fang; Rong Zhang 002; Aoying Zhou (WAIM, 2015)

Flexible and Adaptive Stream Join Algorithm. - Junhua Fang; Xiaotong Wang; Rong Zhang 002; Aoying Zhou (APWeb (2), 2016)

Cost-Effective Stream Join Algorithm on Cloud System. - Junhua Fang; Rong Zhang 002; Xiaotong Wang; Tom Z. J. Fu; Zhenjie Zhang; Aoying Zhou (CIKM, 2016)

Cost-Effective Data Partition for Distributed Stream Processing System. - Xiaotong Wang; Junhua Fang; Yuming Li; Rong Zhang 002; Aoying Zhou (DASFAA (2), 2017)

Parallel Stream Processing Against Workload Skewness and Variance. - Junhua Fang; Rong Zhang 002; Tom Z. J. Fu; Zhenjie Zhang; Aoying Zhou; Junhua Zhu (HPDC, 2017)

Distributed stream join under workload variance. - Junhua Fang; Rong Zhang 002; Xiaotong Wang; Aoying Zhou (World Wide Web, 2017)

AdaptMX: Flexible Join-Matrix Streaming System for Distributed Theta-Joins. - Xiaotong Wang; Cheng Jiang; Junhua Fang; Xiangfeng Wang 001; Rong Zhang 002 (DASFAA (2), 2018)

Eliminating Temporal Conflicts in Uncertain Temporal Knowledge Graphs. - Lingjiao Lu; Junhua Fang; Pengpeng Zhao 001; Jiajie Xu 001; Hongzhi Yin; Lei Zhao 001 (WISE (1), 2018)

Distributed Stream Rebalance for Stateful Operator Under Workload Variance. - Junhua Fang; Rong Zhang 002; Tom Z. J. Fu; Zhenjie Zhang; Aoying Zhou; Xiaofang Zhou 001 (IEEE Trans. Parallel Distributed Syst., 2018)

Measuring Semantic Relatedness with Knowledge Association Network. - Jiapeng Li; Wei Chen 070; Binbin Gu; Junhua Fang; Zhixu Li; Lei Zhao 001 (DASFAA (1), 2019)

Attention and Convolution Enhanced Memory Network for Sequential Recommendation. - Jian Liu 001; Pengpeng Zhao 001; Yanchi Liu; Jiajie Xu 001; Junhua Fang; Lei Zhao 001; Victor S. Sheng; Zhiming Cui (DASFAA (2), 2019)

AdaCML: Adaptive Collaborative Metric Learning for Recommendation. - Tingting Zhang; Pengpeng Zhao 001; Yanchi Liu; Jiajie Xu 001; Junhua Fang; Lei Zhao 001; Victor S. Sheng; Zhiming Cui (DASFAA (2), 2019)

Real-Time Trajectory Similarity Processing Using Longest Common Subsequence. - Jiafeng Ding; Junhua Fang; Zonglei Zhang; Pengpeng Zhao 001; Jiajie Xu 001; Lei Zhao 001 (HPCC/SmartCity/DSS, 2019)

QBS-Tree: A Spatial Index with High Update Efficiency for Real-Time Processing System. - Zonglei Zhang; Junhua Fang; Wei Chen 070; Detian Zhang; An Liu 002; Zhixu Li (HPCC/SmartCity/DSS, 2019)

Graph Contextualized Self-Attention Network for Session-based Recommendation. - Chengfeng Xu; Pengpeng Zhao 001; Yanchi Liu; Victor S. Sheng; Jiajie Xu 001; Fuzhen Zhuang; Junhua Fang; Xiaofang Zhou 001 (IJCAI, 2019)

Multiple Interaction Attention Model for Open-World Knowledge Graph Completion. - Chenpeng Fu; Zhixu Li; Qiang Yang 015; Zhigang Chen 003; Junhua Fang; Pengpeng Zhao 001; Jiajie Xu 001 (WISE, 2019)

Interaction Graph Neural Network for News Recommendation. - Yongye Qian; Pengpeng Zhao 001; Zhixu Li; Junhua Fang; Lei Zhao 001; Victor S. Sheng; Zhiming Cui (WISE, 2019)

Inter-Basket and Intra-Basket Adaptive Attention Network for Next Basket Recommendation. - Binbin Che; Pengpeng Zhao 001; Junhua Fang; Lei Zhao 001; Victor S. Sheng; Zhiming Cui (IEEE Access, 2019)

Exploiting Aesthetic Features in Visual Contents for Movie Recommendation. - Xiaojie Chen 004; Pengpeng Zhao 001; Yanchi Liu; Lei Zhao 001; Junhua Fang; Victor S. Sheng; Zhiming Cui (IEEE Access, 2019)

On workflow aware location-based service composition for personal trip planning. - Jiajie Xu 001; Jing Chen; Rui Zhou 001; Junhua Fang; Chengfei Liu (Future Gener. Comput. Syst., 2019)

Scalable and Adaptive Joins for Trajectory Data in Distributed Stream System. - Junhua Fang; Pengpeng Zhao 001; An Liu 002; Zhixu Li; Lei Zhao 001 (J. Comput. Sci. Technol., 2019)

Integrating workload balancing and fault tolerance in distributed stream processing system. - Junhua Fang; Pingfu Chao; Rong Zhang 002; Xiaofang Zhou 001 (World Wide Web, 2019)

Load Balance for Distributed Real-time Computing Systems - Junhua Fang; Rong Zhang 002; Aoying Zhou (WorldScientific, 2020)

Spatio-Temporal Self-Attention Network for Next POI Recommendation. - Jiacheng Ni; Pengpeng Zhao 001; Jiajie Xu 001; Junhua Fang; Zhixu Li; Xuefeng Xian; Zhiming Cui; Victor S. Sheng (APWeb/WAIM (1), 2020)

Evaluating Fault Tolerance of Distributed Stream Processing Systems. - Xiaotong Wang; Cheng Jiang; Junhua Fang; Ke Shu; Rong Zhang 002; Weining Qian; Aoying Zhou (APWeb/WAIM (2), 2020)

Tail Entity Recognition and Linking for Knowledge Graphs. - Dalei Zhang; Qiang Yang 015; Zhixu Li; Junhua Fang; Ying He 010; Xin Zheng; Zhigang Chen 003 (APWeb/WAIM (1), 2020)

Knowledge Graph Attention Network Enhanced Sequential Recommendation. - Xingwei Zhu; Pengpeng Zhao 001; Jiajie Xu 001; Junhua Fang; Lei Zhao 001; Xuefeng Xian; Zhiming Cui; Victor S. Sheng (APWeb/WAIM (1), 2020)

C2TTE: Cross-city Transfer Based Model for Travel Time Estimation. - Jiayu Song; Jiajie Xu 001; Xinghong Ling; Junhua Fang; Rui Zhou 001; Chengfei Liu (DASFAA (1), 2020)

Vector-Level and Bit-Level Feature Adjusted Factorization Machine for Sparse Prediction. - Yanghong Wu; Pengpeng Zhao 001; Yanchi Liu; Victor S. Sheng; Junhua Fang; Fuzhen Zhuang (DASFAA (1), 2020)

A Distributed Framework for Online Stream Data Clustering. - Jiafeng Ding; Junhua Fang; Pingfu Chao; Jiajie Xu 001; Pengpeng Zhao 001; Lei Zhao 001 (ICA3PP (1), 2020)

Collaborative Self-Attention Network for Session-based Recommendation. - Anjing Luo; Pengpeng Zhao 001; Yanchi Liu; Fuzhen Zhuang; Deqing Wang 001; Jiajie Xu 001; Junhua Fang; Victor S. Sheng (IJCAI, 2020)

TraSP: A General Framework for Online Trajectory Similarity Processing. - Zhicheng Pan; Pingfu Chao; Junhua Fang; Wei Chen 070; Zhixu Li; An Liu 002 (WISE (1), 2020)

Hybrid route recommendation with taxi and shared bicycles. - Hao Zhou; Yan Zhao 008; Junhua Fang; Xuanhao Chen 001; Kai Zeng 002 (Distributed Parallel Databases, 2020)

S2R-tree: a pivot-based indexing structure for semantic-aware spatial keyword search. - Xinyu Chen; Jiajie Xu 001; Rui Zhou 001; Pengpeng Zhao 001; Chengfei Liu; Junhua Fang; Lei Zhao 001 (GeoInformatica, 2020)

User Account Linkage Across Multiple Platforms with Location Data. - Wei Chen 070; Weiqing Wang 001; Hongzhi Yin; Junhua Fang; Lei Zhao 001 (J. Comput. Sci. Technol., 2020)

ATLRec: An Attentional Adversarial Transfer Learning Network for Cross-Domain Recommendation. - Ying Li; Jia-Jie Xu 001; Pengpeng Zhao 001; Junhua Fang; Wei Chen 070; Lei Zhao 001 (J. Comput. Sci. Technol., 2020)

Distributed and parallel processing for real-time and dynamic spatio-temporal graph. - Junhua Fang; Jiafeng Ding; Pengpeng Zhao 001; Jiajie Xu 001; An Liu 002; Zhixu Li (World Wide Web, 2020)

When Hardness Makes a Difference: Multi-Hop Knowledge Graph Reasoning over Few-Shot Relations. - Shangfei Zheng; Wei Chen 070; Pengpeng Zhao 001; An Liu 002; Junhua Fang; Lei Zhao 001 (CIKM, 2021)

SSRGAN: A Generative Adversarial Network for Streaming Sequential Recommendation. - Yao Lv; Jiajie Xu 001; Rui Zhou 001; Junhua Fang; Chengfei Liu (DASFAA (3), 2021)

Incentive-aware Task Location in Spatial Crowdsourcing. - Fei Zhu; Shushu Liu; Junhua Fang; An Liu 002 (DASFAA (1), 2021)

Incentive Mechanism for Spatial Crowdsourcing Cooperation: A Fair Revenue Allocation Method. - Xiaowei Wang; An Liu 002; Shushu Liu; Junhua Fang; Jiajie Xu 001 (ICSOC, 2021)

Disatra: A Real-Time Distributed Abstract Trajectory Clustering. - Liang Chen; Pingfu Chao; Junhua Fang; Wei Chen 070; Jiajie Xu 001; Lei Zhao 001 (WISE (1), 2021)

Extra-Budget Aware Task Assignment in Spatial Crowdsourcing. - Shuhan Wan; Detian Zhang; An Liu 002; Junhua Fang (WISE (1), 2021)

ADQ-GNN: Next POI Recommendation by Fusing GNN and Area Division with Quadtree. - Yu Wang; An Liu 002; Junhua Fang; Jianfeng Qu; Lei Zhao 001 (WISE (2), 2021)

Location prediction for facility placement by incorporating multi-characteristic information. - Pu Wang; Wei Chen 070; Jinjing Huang; Yuyang Wei; Junhua Fang; Lei Zhao 001 (Intell. Data Anal., 2021)

TrajVAE: A Variational AutoEncoder model for trajectory generation. - Xinyu Chen; Jiajie Xu 001; Rui Zhou 001; Wei Chen 070; Junhua Fang; Chengfei Liu (Neurocomputing, 2021)

A-DSP: An Adaptive Join Algorithm for Dynamic Data Stream on Cloud System. - Junhua Fang; Rong Zhang 002; Yan Zhao 008; Kai Zheng 001; Xiaofang Zhou 001; Aoying Zhou (IEEE Trans. Knowl. Data Eng., 2021)

Aries: Accurate Metric-based Representation Learning for Fast Top-k Trajectory Similarity Query. - Chunhui Feng; Zhicheng Pan; Junhua Fang; Jiajie Xu 001; Pengpeng Zhao 001; Lei Zhao 001 (CIKM, 2022)

JS-STDGN: A Spatial-Temporal Dynamic Graph Network Using JS-Graph for Traffic Prediction. - Pengfei Li; Junhua Fang; Pingfu Chao; Pengpeng Zhao 001; An Liu 002; Lei Zhao 001 (DASFAA (1), 2022)

When Multitask Learning Make a Difference: Spatio-Temporal Joint Prediction for Cellular Trajectories. - Yuan Xu; Jiajie Xu 001; Junhua Fang; An Liu 002; Lei Zhao 001 (DASFAA (1), 2022)

A novel real-time trajectory compression method for privacy protection. - Jiachun Tao; Liang Chen; Junhua Fang (DSAA, 2022)

Misty: Microservice-Based Streaming Trajectory Similarity Search. - Jiachun Tao; Zhicheng Pan; Junhua Fang; Pingfu Chao; Pengpeng Zhao 001; Jiajie Xu 001 (ICSOC, 2022)

Online Social Event Detection via Filtering Strategy Graph Neural Network. - Lifu Chen; Junhua Fang; Pingfu Chao; An Liu 002; Pengpeng Zhao 001 (ICWE, 2022)

Lunatory: A Real-Time Distributed Trajectory Clustering Framework for Web Big Data. - Yang Wu; Zhicheng Pan; Pingfu Chao; Junhua Fang; Wei Chen 070; Lei Zhao 001 (ICWE, 2022)

Quaternion-Based Graph Contrastive Learning for Recommendation. - Yaxing Fang; Pengpeng Zhao 001; Xuefeng Xian; Junhua Fang; Guanfeng Liu 001; Yanchi Liu; Victor S. Sheng (IJCNN, 2022)

Rumor Detection in Social Network via Influence Based on Bi-directional Graph Convolutional Network. - Lifu Chen; Junhua Fang; Pingfu Chao; An Liu 002; Pengpeng Zhao 001 (WISE, 2022)

Conats: A Novel Framework for Cross-Modal Map Extraction. - Zheng Chen; Junhua Fang; Pingfu Chao; Jianfeng Qu; Pengpeng Zhao 001; Jiajie Xu 001 (WISE, 2022)

A Learning-Based Approach for Multi-scenario Trajectory Similarity Search. - Chunhui Feng; Zhicheng Pan; Junhua Fang; Pingfu Chao; An Liu 002; Lei Zhao 001 (WISE, 2022)

A comprehensive study on fault tolerance in stream processing systems. - Xiaotong Wang; Chunxi Zhang; Junhua Fang; Rong Zhang 002; Weining Qian; Aoying Zhou (Frontiers Comput. Sci., 2022)

Graph neural network based model for multi-behavior session-based recommendation. - Bo Yu; Ruoqian Zhang; Wei Chen 070; Junhua Fang (GeoInformatica, 2022)

Preference-Aware Task Assignment in Spatial Crowdsourcing: From Individuals to Groups. - Yan Zhao 008; Kai Zheng 001; Hongzhi Yin; Guanfeng Liu 001; Junhua Fang; Xiaofang Zhou 001 (IEEE Trans. Knowl. Data Eng., 2022)

PaTraS: A Path-Preserving Trajectory Simplification Method for Low-Loss Map Matching. - Ruoyu Leng; Chunhui Feng; Chenxi Hao; Pingfu Chao; Junhua Fang (APWeb/WAIM (3), 2023)

Adversarial Spatial-Temporal Graph Network for Traffic Speed Prediction with Missing Values. - Pengfei Li; Junhua Fang; Wei Chen 070; An Liu 002; Pingfu Chao (DASFAA (1), 2023)

Contrastive Enhanced Slide Filter Mixer for Sequential Recommendation. - Xinyu Du; Huanhuan Yuan; Pengpeng Zhao 001; Junhua Fang; Guanfeng Liu 001; Yanchi Liu; Victor S. Sheng; Xiaofang Zhou 001 (ICDE, 2023)

LHMM: A Learning Enhanced HMM Model for Cellular Trajectory Map Matching. - Weijie Shi; Jiajie Xu 001; Junhua Fang; Pingfu Chao; An Liu 002; Xiaofang Zhou 001 (ICDE, 2023)

Meta-optimized Contrastive Learning for Sequential Recommendation. - Xiuyuan Qin; Huanhuan Yuan; Pengpeng Zhao 001; Junhua Fang; Fuzhen Zhuang; Guanfeng Liu 001; Yanchi Liu; Victor S. Sheng (SIGIR, 2023)

Identifying Subgroups of ICU Patients Using End-to-End Multivariate Time-Series Clustering Algorithm Based on Real-World Vital Signs Data. - Tongyue Shi; Zhilong Zhang; Wentie Liu; Junhua Fang; Jianguo Hao; Shuai Jin; Huiying Zhao; Guilan Kong (CoRR, 2023)

Cost-effective and adaptive clustering algorithm for stream processing on cloud system. - Yue Xia; Junhua Fang; Pingfu Chao; Zhicheng Pan; Jedi S. Shang (GeoInformatica, 2023)

A Distributed Spatial Index With High Update Efficiency for Location-Based Real-Time Services. - Junhua Fang; Zonglei Zhang (J. Database Manag., 2023)

Towards Adaptive Continuous Trajectory Clustering Over a Distributed Web Data Stream. - Yang Wu; Junhua Fang; Pingfu Chao; Zhicheng Pan; Wei Chen 070; Lei Zhao 001 (J. Web Eng., 2023)

Memory-augmented meta-learning framework for session-based target behavior recommendation. - Bo Yu; Xiyang Li; Junhua Fang; Chong Tai; Wanjun Cheng; Jiajie Xu 001 (World Wide Web (WWW), 2023)

RUTOD: real-time urban traffic outlier detection on streaming trajectory. - Juntian Shi; Zhicheng Pan; Junhua Fang; Pingfu Chao (Neural Comput. Appl., 2023)

Garden: a real-time processing framework for continuous top-k trajectory similarity search. - Zhicheng Pan; Pingfu Chao; Junhua Fang; Wei Chen 070; Jiajie Xu 001; Lei Zhao 001 (Knowl. Inf. Syst., 2023)

GC-TripRec: Graph contextualized generative network with adversarial learning for trip recommendation. - Jinyi Zhao; Junhua Fang; Pingfu Chao; Bo Ning 002; Ruoqian Zhang (World Wide Web (WWW), 2023)

MoviNet: A novel network for cross-modal map extraction by vision transformer and CNN. - Zheng Chen; Junhua Fang; Pingfu Chao; Pengpeng Zhao 001; Jiajie Xu 001; Lei Zhao 001 (Knowl. Based Syst., 2023)

Tuning N-ary relation extraction as Machine Reading Comprehension. - Pengrui Ren; Tianyu Xu 004; Jianfeng Qu; Yu Sang; Zhixu Li; Junhua Fang; Pengpeng Zhao 001; Guilin Ma (Neurocomputing, 2023)

PaD-DBSCAN: Enhancing Parallel DBSCAN Clustering with Density Peak Detection. - Yu Wang; Junhua Fang; Rong Fu; Pingfu Chao (ADMA (1), 2024)

Logic Preference Fusion Reasoning on Recommendation. - Xingying Tong; Huanhuan Yuan; Yongjing Hao; Junhua Fang; Guanfeng Liu 001; Pengpeng Zhao 001 (APWeb/WAIM (2), 2024)

Efficient and Secure Skyline Query Over Horizontal Data Federation. - Yilun Kuang; An Liu 002; Jianfeng Qu; Junhua Fang; Xiaofang Zhang; Lei Zhao 001 (DASFAA (4), 2024)

Ocean: Online Clustering and Evolution Analysis for Dynamic Streaming Data. - Chunhui Feng; Junhua Fang; Yue Xia; Pingfu Chao; Pengpeng Zhao 001; Jiajie Xu 001; Xiaofang Zhou 001 (ICDE, 2024)

Meta-Optimized Joint Generative and Contrastive Learning for Sequential Recommendation. - Yongjing Hao; Pengpeng Zhao 001; Junhua Fang; Jianfeng Qu; Guanfeng Liu 001; Fuzhen Zhuang; Victor S. Sheng; Xiaofang Zhou 001 (ICDE, 2024)

HPS: A novel heuristic hierarchical pruning strategy for dynamic top-k trajectory similarity query. - Tianyi Gu; Junhua Fang; Zhicheng Pan; Yang Wu; Yi Ban; Pingfu Chao; Lei Zhao 001 (Inf. Process. Manag., 2024)

Improving graph collaborative filtering with multimodal-side-information-enriched contrastive learning. - Shan Lei; Huanhuan Yuan; Pengpeng Zhao 001; Jianfeng Qu; Junhua Fang; Guanfeng Liu 001; Victor S. Sheng (J. Intell. Inf. Syst., 2024)

Safety: A spatial and feature mixed outlier detection method for big trajectory data. - Yang Wu; Junhua Fang; Wei Chen 070; Pengpeng Zhao 001; Lei Zhao 001 (Inf. Process. Manag., 2024)

Learning Global and Multi-granularity Local Representation with MLP for Sequential Recommendation. - Chao Long; Huanhuan Yuan; Junhua Fang; Xuefeng Xian; Guanfeng Liu 001; Victor S. Sheng; Pengpeng Zhao 001 (ACM Trans. Knowl. Discov. Data, 2024)

GroupMO: a memory-augmented meta-optimized model for group recommendation. - Jiawei Hong; Wen Yang; Pingfu Chao; Junhua Fang (World Wide Web (WWW), 2024)

PopGR: Popularity reweighting for debiasing in group recommendation. - Hailun Zhou; Junhua Fang; Pingfu Chao; Jianfeng Qu; Ruoqian Zhang (World Wide Web (WWW), 2024)

Meta-Learning Based Few-Shot Link Prediction for Emerging Knowledge Graph. - Yu-Feng Zhang; Wei Chen 070; Pengpeng Zhao 001; Jiajie Xu 001; Junhua Fang; Lei Zhao 001 (J. Comput. Sci. Technol., 2024)

CCML: Curriculum and Contrastive Learning Enhanced Meta-Learner for Personalized Spatial Trajectory Prediction. - Jing Zhao; Jiajie Xu 001; Yuan Xu; Junhua Fang; Pingfu Chao; Xiaofang Zhou 001 (IEEE Trans. Knowl. Data Eng., 2024)

Fuzzy Collaborative Reasoning. - Huanhuan Yuan; Pengpeng Zhao 001; Jiaqing Fan; Junhua Fang; Guanfeng Liu 001; Victor S. Sheng (AAAI, 2025)

DASS: A Dual-Branch Attention-based Framework for Trajectory Similarity Learning with Spatial and Semantic Fusion. - Jiayi Li; Junhua Fang; Pingfu Chao; Jiajie Xu 001; Pengpeng Zhao 001 (IJCAI, 2025)

MDTRL: A Multi-Source Deep Trajectory Representation Learning for the Accurate and Fast Similarity Query. - Junhua Fang; Chunhui Feng; Pingfu Chao; Jiajie Xu 001; Pengpeng Zhao 001; Lei Zhao 001 (IEEE Trans. Intell. Transp. Syst., 2025)

ADMH-ER: Adaptive Denoising Multi-Modal Hybrid for Entity Resolution. - Qian Zhou; Wei Chen 070; Li Zhang 004; An Liu 002; Junhua Fang; Lei Zhao 001 (IEEE Trans. Knowl. Data Eng., 2025)

TMLKD: Few-shot Trajectory Metric Learning via Knowledge Distillation. - Danling Lai; Jiajie Xu 001; Jianfeng Qu; Pingfu Chao; Junhua Fang; Chengfei Liu (Proc. VLDB Endow., 2025)

An efficient distributed co-movement pattern detection framework for streaming trajectory. - Tong Cheng; Pingfu Chao; Kenan Zhang; Junhua Fang; Jiajie Xu 001 (Knowl. Inf. Syst., 2025)

SeeD: Online similarity-preserving pattern discovery for streaming trajectories. - Junhua Fang; Jiayi Li; Chunhui Feng; Zhicheng Pan; Pingfu Chao; Jiajie Xu 001; Pengpeng Zhao 001 (Pattern Recognit., 2026)