| 2026 | ICDE | FedCurrMM: A Federated Map Matching Framework with Curriculum-Aware Client Selection. | Minxiao Chen, Haitao Yuan, Haoning Wang, Nan Jiang, Zhihan Zheng, Ao Zhou, Shangguang Wang |
| 2026 | WWW | MoE-LC: General-Purpose Lossless Compression for Multi-modal Data via Entropy-Aware Multi-Experts. | Zeyi Lu, Xiaoxiao Ma, Yujun Huang, Minxiao Chen, Bin Chen, Shu-Tao Xia |
| 2025 | ICDE | Towards Robust Trajectory Embedding for Similarity Computation: When Triangle Inequality Violations in Distance Metrics Matter. | Jianing Si, Haitao Yuan, Nan Jiang, Minxiao Chen, Xiao Ma, Shangguang Wang |
| 2024 | CIKM | Urban Traffic Accident Risk Prediction Revisited: Regionality, Proximity, Similarity and Sparsity. | Minxiao Chen, Haitao Yuan, Nan Jiang, Zhifeng Bao, Shangguang Wang |
| 2024 | DASFAA | STMGF: An Effective Spatial-Temporal Multi-granularity Framework for Traffic Forecasting. | Zhengyang Zhao, Haitao Yuan, Nan Jiang, Minxiao Chen, Ning Liu, Zengxiang Li |
| 2024 | ICDE | Towards Effective Next POI Prediction: Spatial and Semantic Augmentation with Remote Sensing Data. | Nan Jiang, Haitao Yuan, Jianing Si, Minxiao Chen, Shangguang Wang |