Hanchen Yang

PhD student, Computer Science, Tongji University

PhD student, Computer Science, Hong Kong Polytechnic University

Joined

August 2024

Names

Hanchen Yang (Preferred)

Emails

****@tongji.edu.cn (Confirmed)

Personal Links

Google Scholar

ORCID

Career & Education History

PhD student

Computer Science, Tongji University (tongji.edu.cn)

2020 – 2026

PhD student

Computer Science, Hong Kong Polytechnic University (connect.polyu.hk)

2020 – 2026

Researcher

Computer Science, University of Illinois at Chicago (uic.edu)

2025 – 2025

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

STDMamba: Spatiotemporal Decomposition Mamba for Long-Term Fine-Grained SST Prediction
Xudong Jiang, Shuyu Wang, Wengen Li, Hanchen Yang, Jihong Guan, Yichao Zhang, Shuigeng Zhou
- IEEE Transactions on Geoscience and Remote Sensing
- Readers: Everyone
Towards Robust and Interpretable Spatial-Temporal Graph Modeling for Traffic Prediction
Hanchen Yang, Jiannong Cao, Wengen Li, Yu Yang, Xiaoyi Li, Lingbai Kong, Yichao Zhang, Jihong Guan, Shuigeng Zhou
- ACM Transactions on Knowledge Discovery from Data
- Readers: Everyone
RECODE-H: A Benchmark for Research Code Development with Interactive Human Feedback
Chunyu Miao, Henry Peng Zou, Yangning Li, Yankai Chen, Yibo Wang, Fangxin Wang, Yifan Li, Wooseong Yang, Bowei He, Xinni Zhang, Dianzhi Yu, Hanchen Yang, Hoang H Nguyen, Yue Zhou, Jie Yang, Jizhou Guo, Wenzhe Fan, Chin-Yuan Yeh, Panpan Meng, Liancheng Fang et al. (9 additional authors not shown)
- ICLR 2026 Poster
- Readers: Everyone
Spatial-Temporal Data Mining for Ocean Science: Data, Methodologies and Opportunities
Hanchen Yang, Jiannong Cao, Wengen Li, Shuyu Wang, Hui Li, Jihong Guan, Shuigeng Zhou
- ACM Transactions on Knowledge Discovery from Data
- Readers: Everyone
Cross-Region Graph Convolutional Network with Periodicity Shift Adaptation for Wide-Area SST Prediction
Han Peng, Wengen Li, Chang Jin, Yichao Zhang, Jihong Guan, Hanchen Yang, Shuigeng Zhou
- ACM Transactions on Intelligent Systems and Technology
- Readers: Everyone
LLM4HRS: LLM-Based Spatiotemporal Imputation Model for Highly Sparse Remote Sensing Data
Shuyu Wang, Wengen Li, Hanchen Yang, Jihong Guan, Xiwei Liu, Yichao Zhang, Rufu Qin, Shuigeng Zhou
- IEEE Transactions on Geoscience and Remote Sensing
- Readers: Everyone
Traffexplainer: A Framework Toward GNN-Based Interpretable Traffic Prediction
Lingbai Kong, Hanchen Yang, Wengen Li, Yichao Zhang, Jihong Guan, Shuigeng Zhou
- IEEE Transactions on Artificial Intelligence
- Readers: Everyone
UniOcean: A Unified Framework for Predicting Multiple Ocean Factors of Varying Temporal Scales
Hanchen Yang, Yuwei Chen, Jiannong Cao, Wengen Li, Yu Yang, Shuyu Wang, Jihong Guan, Rufu Qin, Shuigeng Zhou
- IEEE Transactions on Geoscience and Remote Sensing
- Readers: Everyone
STAD: Ship trajectory anomaly detection in ocean with dynamic pattern clustering
Hui Li, Wengen Li, Shuyu Wang, Hanchen Yang, Jihong Guan, Yichao Zhang
- Ocean Engineering
- Readers: Everyone
CausalFormer: An Interpretable Transformer for Temporal Causal Discovery
Lingbai Kong, Wengen Li, Hanchen Yang, Yichao Zhang, Jihong Guan, Shuigeng Zhou
- IEEE Transactions on Knowledge and Data Engineering
- Readers: Everyone

View all 11 publications

Co-Authors

View all 45 co-authors