| 2026 | AAAI | DiffMM: Efficient Method for Accurate Noisy and Sparse Trajectory Map Matching via One Step Diffusion. | Chenxu Han, Sean Bin Yang, Jilin Hu |
| 2025 | KDD | MM-Path: Multi-modal, Multi-granularity Path Representation Learning. | Ronghui Xu, Hanyin Cheng, Chenjuan Guo, Hongfan Gao, Jilin Hu, Sean Bin Yang, Bin Yang |
| 2025 | WWW | Path-LLM: A Multi-Modal Path Representation Learning by Aligning and Fusing with Large Language Models. | Yongfu Wei, Yan Lin, Hongfan Gao, Ronghui Xu, Sean Bin Yang, Jilin Hu |
| 2023 | KDD | LightPath: Lightweight and Scalable Path Representation Learning. | Sean Bin Yang, Jilin Hu, Chenjuan Guo, Bin Yang, Christian S. Jensen |
| 2022 | ICDE | Weakly-supervised Temporal Path Representation Learning with Contrastive Curriculum Learning. | Sean Bin Yang, Chenjuan Guo, Jilin Hu, Bin Yang, Jian Tang, Christian S. Jensen |
| 2021 | IJCAI | Unsupervised Path Representation Learning with Curriculum Negative Sampling. | Sean Bin Yang, Chenjuan Guo, Jilin Hu, Jian Tang, Bin Yang |
| 2020 | ICDE | Learning to Rank Paths in Spatial Networks. | Sean Bin Yang, Bin Yang |