| 2026 | ICDE | Online Multi-Modal Spatio-Temporal Prediction: a Reinforcement Learning and Dynamic Contrastive Framework. | Ziquan Fang, Tinghui Luo, Xiaole Pan, Lu Chen, Surun Ji, Mingfan Lu |
| 2026 | ICDE | D2SQA: An Edge-Cloud Collaborative Slow Query Analysis Framework Deployed at DBAPPSecurity. | Ziquan Fang, Xiangheng Wang, Zijun Jia, Bo Liu, Yuan Fan, Haichuan Zhang |
| 2026 | ICDE | SaSPartitioner: A Self-Adaptive Streaming Partitioner Using Deep Reinforcement Learning. | Shenghao Gong, Liu Liu, Ziquan Fang, Yunjun Gao, Yaofeng Tu |
| 2026 | ICDE | LAMP: A Dual-Mode Framework for Database Workload Memory Prediction. | Guoze Xue, Lu Chen, Ziquan Fang, Yushuai Li, Tianyi Li, Torben Bach Pedersen |
| 2026 | WWW | iQ-Guard: An Effective and Noise-Resistant Framework for Graph Fraud Detection on iQIYI Platform. | Yuting Huang, Ziquan Fang, Zhengjie Zhou, Tinghui Luo, Lu Chen, Surun Ji, Huimei Zheng, Mingfan Lu, Fangshu Chen, Yunjun Gao |
| 2025 | ICDE | TrajEdge: An Efficient and Lightweight Trajectory Data Analysis Framework in Edge Environments. | Changhao He, Ziquan Fang, Linsen Li, Yunjun Gao |
| 2025 | ICDE | Towards Online Spatio-Temporal Prediction: A Knowledge Distillation Driven Continual Learning Approach. | Tinghui Luo, Ziquan Fang, Kaixuan Duan, Lu Chen, Panpan Feng, Mingfan Lu |
| 2025 | ICDE | Heterogeneous-Aware Traffic Prediction: A Privacy-Preserving Federated Learning Framework. | Zhihao Zeng, Ziquan Fang, Yuting Huang, Qilong Wang, Lu Chen, Yunjun Gao |
| 2025 | ICML | Arrow: Accelerator for Time Series Causal Discovery with Time Weaving. | Yuanyuan Yao, Yuan Dong, Lu Chen, Kun Kuang, Ziquan Fang, Cheng Long, Yunjun Gao, Tianyi Li |
| 2025 | ICML | GTR: A General, Multi-View, and Dynamic Framework for Trajectory Representation Learning. | Xiangheng Wang, Ziquan Fang, Chenglong Huang, Danlei Hu, Lu Chen, Yunjun Gao |
| 2025 | KDD | Toast: Task-Oriented Multi-dimensional Augmentation for Spatio-Temporal Trajectory Data. | Junhao Zhu, Tao Wang, Lu Chen, Ziquan Fang, Yunjun Gao, Tianyi Li |
| 2025 | KDD | Towards Trajectory Anomaly Detection: a Fine-Grained and Noise-Resilient Framework. | Wei Shao, Ziquan Fang, Lu Chen, Yunjun Gao |
| 2024 | CIKM | LagCNN: A Fast yet Effective Model for Multivariate Long-term Time Series Forecasting. | Linsen Li, Chunfei Jian, Feng Wan, Dongdong Geng, Ziquan Fang, Lu Chen, Yunjun Gao, Weihao Jiang, Jiang Zhu |
| 2024 | DASFAA | Distributed Temporal Graph Neural Network Learning over Large-Scale Dynamic Graphs. | Ziquan Fang, Qichen Sun, Qilong Wang, Lu Chen, Yunjun Gao |
| 2024 | ICDE | Real-Time Trajectory Synthesis with Local Differential Privacy. | Yujia Hu, Yuntao Du, Zhikun Zhang, Ziquan Fang, Lu Chen, Kai Zheng, Yunjun Gao |
| 2024 | ICDE | FedCTQ: A Federated-Based Framework for Accurate and Efficient Contact Tracing Query. | Zhihao Zeng, Ziquan Fang, Lu Chen, Yunjun Gao, Kai Zheng, Gang Chen |
| 2024 | KDD | TrajRecovery: An Efficient Vehicle Trajectory Recovery Framework based on Urban-Scale Traffic Camera Records. | Dongen Wu, Ziquan Fang, Qichen Sun, Lu Chen, Haiyang Hu, Fei Wang, Yunjun Gao |
| 2023 | ICDE | A Lightweight Framework for Fast Trajectory Simplification. | Ziquan Fang, Changhao He, Lu Chen, Danlei Hu, Qichen Sun, Linsen Li, Yunjun Gao |
| 2023 | ICDE | FLBooster: A Unified and Efficient Platform for Federated Learning Acceleration. | Zhihao Zeng, Yuntao Du, Ziquan Fang, Lu Chen, Shiliang Pu, Guodong Chen, Hui Wang, Yunjun Gao |
| 2023 | KDD | CampER: An Effective Framework for Privacy-Aware Deep Entity Resolution. | Yuxiang Guo, Lu Chen, Zhengjie Zhou, Baihua Zheng, Ziquan Fang, Zhikun Zhang, Yuren Mao, Yunjun Gao |
| 2022 | IJCAI | When Transfer Learning Meets Cross-City Urban Flow Prediction: Spatio-Temporal Adaptation Matters. | Ziquan Fang, Dongen Wu, Lu Pan, Lu Chen, Yunjun Gao |
| 2022 | KDD | Spatio-Temporal Trajectory Similarity Learning in Road Networks. | Ziquan Fang, Yuntao Du, Xinjun Zhu, Danlei Hu, Lu Chen, Yunjun Gao, Christian S. Jensen |
| 2022 | SIGIR | Self-Guided Learning to Denoise for Robust Recommendation. | Yunjun Gao, Yuntao Du, Yujia Hu, Lu Chen, Xinjun Zhu, Ziquan Fang, Baihua Zheng |
| 2021 | ICDE | E | Ziquan Fang, Yuntao Du, Lu Chen, Yujia Hu, Yunjun Gao, Gang Chen |
| 2020 | SIGMOD | CoMing: A Real-time Co-Movement Mining System for Streaming Trajectories. | Ziquan Fang, Yunjun Gao, Lu Pan, Lu Chen, Xiaoye Miao, Christian S. Jensen |