| 2025 | AAAI | Bridging Traffic State and Trajectory for Dynamic Road Network and Trajectory Representation Learning. | Chengkai Han, Jingyuan Wang, Yongyao Wang, Xie Yu, Hao Lin, Chao Li, Junjie Wu |
| 2025 | ICDE | BIGCity: A Universal Spatiotemporal Model for Unified Trajectory and Traffic State Data Analysis. | Xie Yu, Jingyuan Wang, Yifan Yang, Qian Huang, Ke Qu |
| 2025 | IJCAI | HygMap: Representing All Types of Map Entities via Heterogeneous Hypergraph. | Yifan Yang, Jingyuan Wang, Xie Yu, Yibang Tang |
| 2025 | WWW | PM-MOE: Mixture of Experts on Private Model Parameters for Personalized Federated Learning. | Yu Feng, Yangli-ao Geng, Yifan Zhu, Zongfu Han, Xie Yu, Kaiwen Xue, Haoran Luo, Mengyang Sun, Guangwei Zhang, Meina Song |
| 2024 | BMVC | Anchor-Based Masked Generative Distillation for Pixel-Level Prediction Tasks. | Xie Yu, Wentao Zhang |
| 2022 | ACCV | TCVM: Temporal Contrasting Video Montage Framework for Self-supervised Video Representation Learning. | Fengrui Tian, Jiawei Fan, Xie Yu, Shaoyi Du, Meina Song, Yu Zhao |
| 2022 | ICPR | Episodic Projection Network for Out-of-Distribution Detection in Few-shot Learning. | Jiawei Fan, Zhonghong Ou, Xie Yu, Junwei Yang, Shigeng Wang, Xiaoyang Kang, Hongxing Zhang, Meina Song |