| 2026 | AAAI | Wavelet Enhanced Adaptive Frequency Filter for Sequential Recommendation. | Huayang Xu, Huanhuan Yuan, Guanfeng Liu, Junhua Fang, Lei Zhao, Pengpeng Zhao |
| 2025 | AAAI | Fuzzy Collaborative Reasoning. | Huanhuan Yuan, Pengpeng Zhao, Jiaqing Fan, Junhua Fang, Guanfeng Liu, Victor S. Sheng |
| 2025 | CIKM | Stamp: Semantic-Aware Sub-trajectory Anomaly Detection with Diffusion Multi-model Pool for Evolving Data Streams. | Biao Chen, Junhua Fang, Pingfu Chao, An Liu, Pengpeng Zhao, Lei Zhao |
| 2025 | DASFAA | CF-TS: A General Coarse-to-Fine Method for Trajectory Simplification. | Jiayi Li, Junhua Fang, Zhicheng Pan, Pingfu Chao, Jiajie Xu, Pengpeng Zhao |
| 2025 | DASFAA | GAS-DBSCAN: A Grid-Based Adaptive Sampling Method for DBSCAN Clustering Under Skewed Data Distribution. | Yu Wang, Junhua Fang, Jiayi Li, Pingfu Chao |
| 2025 | DASFAA | LODC: A Lightweight Online Update Method for Density-Based Clustering. | Jiajie Xu, Junhua Fang, Pingfu Chao, Pengpeng Zhao, An Liu |
| 2025 | DASFAA | DRENet: A Dual-Branch Road Extraction Network for Enhanced Connectivity. | Yao Yang, Pingfu Chao, Qiao Kun, Junhua Fang |
| 2025 | IJCAI | DASS: A Dual-Branch Attention-based Framework for Trajectory Similarity Learning with Spatial and Semantic Fusion. | Jiayi Li, Junhua Fang, Pingfu Chao, Jiajie Xu, Pengpeng Zhao |
| 2024 | ADMA | PaD-DBSCAN: Enhancing Parallel DBSCAN Clustering with Density Peak Detection. | Yu Wang, Junhua Fang, Rong Fu, Pingfu Chao |
| 2024 | APWEB | Logic Preference Fusion Reasoning on Recommendation. | Xingying Tong, Huanhuan Yuan, Yongjing Hao, Junhua Fang, Guanfeng Liu, Pengpeng Zhao |
| 2024 | DASFAA | Efficient and Secure Skyline Query Over Horizontal Data Federation. | Yilun Kuang, An Liu, Jianfeng Qu, Junhua Fang, Xiaofang Zhang, Lei Zhao |
| 2024 | ICDE | Ocean: Online Clustering and Evolution Analysis for Dynamic Streaming Data. | Chunhui Feng, Junhua Fang, Yue Xia, Pingfu Chao, Pengpeng Zhao, Jiajie Xu, Xiaofang Zhou |
| 2024 | ICDE | Meta-Optimized Joint Generative and Contrastive Learning for Sequential Recommendation. | Yongjing Hao, Pengpeng Zhao, Junhua Fang, Jianfeng Qu, Guanfeng Liu, Fuzhen Zhuang, Victor S. Sheng, Xiaofang Zhou |
| 2023 | APWEB | PaTraS: A Path-Preserving Trajectory Simplification Method for Low-Loss Map Matching. | Ruoyu Leng, Chunhui Feng, Chenxi Hao, Pingfu Chao, Junhua Fang |
| 2023 | DASFAA | Adversarial Spatial-Temporal Graph Network for Traffic Speed Prediction with Missing Values. | Pengfei Li, Junhua Fang, Wei Chen, An Liu, Pingfu Chao |
| 2023 | ICDE | Contrastive Enhanced Slide Filter Mixer for Sequential Recommendation. | Xinyu Du, Huanhuan Yuan, Pengpeng Zhao, Junhua Fang, Guanfeng Liu, Yanchi Liu, Victor S. Sheng, Xiaofang Zhou |
| 2023 | ICDE | LHMM: A Learning Enhanced HMM Model for Cellular Trajectory Map Matching. | Weijie Shi, Jiajie Xu, Junhua Fang, Pingfu Chao, An Liu, Xiaofang Zhou |
| 2023 | SIGIR | Meta-optimized Contrastive Learning for Sequential Recommendation. | Xiuyuan Qin, Huanhuan Yuan, Pengpeng Zhao, Junhua Fang, Fuzhen Zhuang, Guanfeng Liu, Yanchi Liu, Victor S. Sheng |
| 2022 | CIKM | Aries: Accurate Metric-based Representation Learning for Fast Top- | Chunhui Feng, Zhicheng Pan, Junhua Fang, Jiajie Xu, Pengpeng Zhao, Lei Zhao |
| 2022 | DASFAA | JS-STDGN: A Spatial-Temporal Dynamic Graph Network Using JS-Graph for Traffic Prediction. | Pengfei Li, Junhua Fang, Pingfu Chao, Pengpeng Zhao, An Liu, Lei Zhao |
| 2022 | DASFAA | When Multitask Learning Make a Difference: Spatio-Temporal Joint Prediction for Cellular Trajectories. | Yuan Xu, Jiajie Xu, Junhua Fang, An Liu, Lei Zhao |
| 2022 | DSAA | A novel real-time trajectory compression method for privacy protection. | Jiachun Tao, Liang Chen, Junhua Fang |
| 2022 | IJCNN | Quaternion-Based Graph Contrastive Learning for Recommendation. | Yaxing Fang, Pengpeng Zhao, Xuefeng Xian, Junhua Fang, Guanfeng Liu, Yanchi Liu, Victor S. Sheng |
| 2022 | ICSOC | Misty: Microservice-Based Streaming Trajectory Similarity Search. | Jiachun Tao, Zhicheng Pan, Junhua Fang, Pingfu Chao, Pengpeng Zhao, Jiajie Xu |
| 2022 | ICWE | Online Social Event Detection via Filtering Strategy Graph Neural Network. | Lifu Chen, Junhua Fang, Pingfu Chao, An Liu, Pengpeng Zhao |
| 2022 | ICWE | Lunatory: A Real-Time Distributed Trajectory Clustering Framework for Web Big Data. | Yang Wu, Zhicheng Pan, Pingfu Chao, Junhua Fang, Wei Chen, Lei Zhao |
| 2022 | WISE | Rumor Detection in Social Network via Influence Based on Bi-directional Graph Convolutional Network. | Lifu Chen, Junhua Fang, Pingfu Chao, An Liu, Pengpeng Zhao |
| 2022 | WISE | Conats: A Novel Framework for Cross-Modal Map Extraction. | Zheng Chen, Junhua Fang, Pingfu Chao, Jianfeng Qu, Pengpeng Zhao, Jiajie Xu |
| 2022 | WISE | A Learning-Based Approach for Multi-scenario Trajectory Similarity Search. | Chunhui Feng, Zhicheng Pan, Junhua Fang, Pingfu Chao, An Liu, Lei Zhao |
| 2021 | CIKM | When Hardness Makes a Difference: Multi-Hop Knowledge Graph Reasoning over Few-Shot Relations. | Shangfei Zheng, Wei Chen, Pengpeng Zhao, An Liu, Junhua Fang, Lei Zhao |
| 2021 | DASFAA | SSRGAN: A Generative Adversarial Network for Streaming Sequential Recommendation. | Yao Lv, Jiajie Xu, Rui Zhou, Junhua Fang, Chengfei Liu |
| 2021 | DASFAA | Incentive-aware Task Location in Spatial Crowdsourcing. | Fei Zhu, Shushu Liu, Junhua Fang, An Liu |
| 2021 | ICSOC | Incentive Mechanism for Spatial Crowdsourcing Cooperation: A Fair Revenue Allocation Method. | Xiaowei Wang, An Liu, Shushu Liu, Junhua Fang, Jiajie Xu |
| 2021 | WISE | Disatra: A Real-Time Distributed Abstract Trajectory Clustering. | Liang Chen, Pingfu Chao, Junhua Fang, Wei Chen, Jiajie Xu, Lei Zhao |
| 2021 | WISE | ADQ-GNN: Next POI Recommendation by Fusing GNN and Area Division with Quadtree. | Yu Wang, An Liu, Junhua Fang, Jianfeng Qu, Lei Zhao |
| 2021 | WISE | Extra-Budget Aware Task Assignment in Spatial Crowdsourcing. | Shuhan Wan, Detian Zhang, An Liu, Junhua Fang |
| 2020 | APWEB | Spatio-Temporal Self-Attention Network for Next POI Recommendation. | Jiacheng Ni, Pengpeng Zhao, Jiajie Xu, Junhua Fang, Zhixu Li, Xuefeng Xian, Zhiming Cui, Victor S. Sheng |
| 2020 | APWEB | Evaluating Fault Tolerance of Distributed Stream Processing Systems. | Xiaotong Wang, Cheng Jiang, Junhua Fang, Ke Shu, Rong Zhang, Weining Qian, Aoying Zhou |
| 2020 | APWEB | Tail Entity Recognition and Linking for Knowledge Graphs. | Dalei Zhang, Qiang Yang, Zhixu Li, Junhua Fang, Ying He, Xin Zheng, Zhigang Chen |
| 2020 | APWEB | Knowledge Graph Attention Network Enhanced Sequential Recommendation. | Xingwei Zhu, Pengpeng Zhao, Jiajie Xu, Junhua Fang, Lei Zhao, Xuefeng Xian, Zhiming Cui, Victor S. Sheng |
| 2020 | DASFAA | C2TTE: Cross-city Transfer Based Model for Travel Time Estimation. | Jiayu Song, Jiajie Xu, Xinghong Ling, Junhua Fang, Rui Zhou, Chengfei Liu |
| 2020 | DASFAA | Vector-Level and Bit-Level Feature Adjusted Factorization Machine for Sparse Prediction. | Yanghong Wu, Pengpeng Zhao, Yanchi Liu, Victor S. Sheng, Junhua Fang, Fuzhen Zhuang |
| 2020 | ICA3PP | A Distributed Framework for Online Stream Data Clustering. | Jiafeng Ding, Junhua Fang, Pingfu Chao, Jiajie Xu, Pengpeng Zhao, Lei Zhao |
| 2020 | IJCAI | Collaborative Self-Attention Network for Session-based Recommendation. | Anjing Luo, Pengpeng Zhao, Yanchi Liu, Fuzhen Zhuang, Deqing Wang, Jiajie Xu, Junhua Fang, Victor S. Sheng |
| 2020 | WISE | TraSP: A General Framework for Online Trajectory Similarity Processing. | Zhicheng Pan, Pingfu Chao, Junhua Fang, Wei Chen, Zhixu Li, An Liu |
| 2019 | DASFAA | Measuring Semantic Relatedness with Knowledge Association Network. | Jiapeng Li, Wei Chen, Binbin Gu, Junhua Fang, Zhixu Li, Lei Zhao |
| 2019 | DASFAA | Attention and Convolution Enhanced Memory Network for Sequential Recommendation. | Jian Liu, Pengpeng Zhao, Yanchi Liu, Jiajie Xu, Junhua Fang, Lei Zhao, Victor S. Sheng, Zhiming Cui |
| 2019 | DASFAA | AdaCML: Adaptive Collaborative Metric Learning for Recommendation. | Tingting Zhang, Pengpeng Zhao, Yanchi Liu, Jiajie Xu, Junhua Fang, Lei Zhao, Victor S. Sheng, Zhiming Cui |
| 2019 | HPCC | Real-Time Trajectory Similarity Processing Using Longest Common Subsequence. | Jiafeng Ding, Junhua Fang, Zonglei Zhang, Pengpeng Zhao, Jiajie Xu, Lei Zhao |
| 2019 | HPCC | QBS-Tree: A Spatial Index with High Update Efficiency for Real-Time Processing System. | Zonglei Zhang, Junhua Fang, Wei Chen, Detian Zhang, An Liu, Zhixu Li |
| 2019 | IJCAI | Graph Contextualized Self-Attention Network for Session-based Recommendation. | Chengfeng Xu, Pengpeng Zhao, Yanchi Liu, Victor S. Sheng, Jiajie Xu, Fuzhen Zhuang, Junhua Fang, Xiaofang Zhou |
| 2019 | WISE | Multiple Interaction Attention Model for Open-World Knowledge Graph Completion. | Chenpeng Fu, Zhixu Li, Qiang Yang, Zhigang Chen, Junhua Fang, Pengpeng Zhao, Jiajie Xu |
| 2019 | WISE | Interaction Graph Neural Network for News Recommendation. | Yongye Qian, Pengpeng Zhao, Zhixu Li, Junhua Fang, Lei Zhao, Victor S. Sheng, Zhiming Cui |
| 2018 | DASFAA | AdaptMX: Flexible Join-Matrix Streaming System for Distributed Theta-Joins. | Xiaotong Wang, Cheng Jiang, Junhua Fang, Xiangfeng Wang, Rong Zhang |
| 2018 | WISE | Eliminating Temporal Conflicts in Uncertain Temporal Knowledge Graphs. | Lingjiao Lu, Junhua Fang, Pengpeng Zhao, Jiajie Xu, Hongzhi Yin, Lei Zhao |
| 2017 | DASFAA | Cost-Effective Data Partition for Distributed Stream Processing System. | Xiaotong Wang, Junhua Fang, Yuming Li, Rong Zhang, Aoying Zhou |
| 2017 | HPDC | Parallel Stream Processing Against Workload Skewness and Variance. | Junhua Fang, Rong Zhang, Tom Z. J. Fu, Zhenjie Zhang, Aoying Zhou, Junhua Zhu |
| 2016 | APWEB | Flexible and Adaptive Stream Join Algorithm. | Junhua Fang, Xiaotong Wang, Rong Zhang, Aoying Zhou |
| 2016 | CIKM | Cost-Effective Stream Join Algorithm on Cloud System. | Junhua Fang, Rong Zhang, Xiaotong Wang, Tom Z. J. Fu, Zhenjie Zhang, Aoying Zhou |
| 2015 | ADC | SEMI: A Scalable Entity Matching System Based on MapReduce. | Pingfu Chao, Yuming Li, Zhu Gao, Junhua Fang, Xiaofeng He, Rong Zhang |
| 2015 | APWEB | Random-Based Algorithm for Efficient Entity Matching. | Pingfu Chao, Zhu Gao, Yuming Li, Junhua Fang, Rong Zhang, Aoying Zhou |