Urban Traffic Accident Risk Prediction Revisited: Regionality, Proximity, Similarity and Sparsity. - Minxiao Chen; Haitao Yuan 002; Nan Jiang; Zhifeng Bao; Shangguang Wang (CIKM, 2024)

STMGF: An Effective Spatial-Temporal Multi-granularity Framework for Traffic Forecasting. - Zhengyang Zhao; Haitao Yuan 002; Nan Jiang; Minxiao Chen; Ning Liu 014; Zengxiang Li (DASFAA (1), 2024)

Towards Effective Next POI Prediction: Spatial and Semantic Augmentation with Remote Sensing Data. - Nan Jiang; Haitao Yuan 002; Jianing Si; Minxiao Chen; Shangguang Wang (ICDE, 2024)

Towards Robust Trajectory Embedding for Similarity Computation: When Triangle Inequality Violations in Distance Metrics Matter. - Jianing Si; Haitao Yuan 002; Nan Jiang; Minxiao Chen; Xiao Ma 009; Shangguang Wang (ICDE, 2025)

RLER-TTE: An Efficient and Effective Framework for En Route Travel Time Estimation with Reinforcement Learning. - Zhihan Zheng; Haitao Yuan 002; Minxiao Chen; Shangguang Wang (Proc. ACM Manag. Data, 2025)

RLOMM: An Efficient and Robust Online Map Matching Framework with Reinforcement Learning. - Minxiao Chen; Haitao Yuan 002; Nan Jiang; Zhihan Zheng; Sai Wu; Ao Zhou 001; Shangguang Wang (Proc. ACM Manag. Data, 2025)

EDPC: Accelerating Lossless Compression via Lightweight Probability Models and Decoupled Parallel Dataflow. - Zeyi Lu; Xiaoxiao Ma; Yujun Huang; Minxiao Chen; Bin Chen 011; Baoyi An; Shu-Tao Xia (CoRR, 2025)

S-MGHSTN: Towards An Effective Streaming Traffic Accident Risk Prediction Framework. - Minxiao Chen; Haitao Yuan 002; Nan Jiang; Zhihan Zheng; Zhifeng Bao; Ao Zhou 001; Jiaxin Jiang; Shangguang Wang (IEEE Trans. Knowl. Data Eng., 2025)