Hanyin Cheng

MS student, East China Normal University, East China Normal University

Joined

February 2024

Names

Hanyin Cheng (Preferred)

Emails

****@gmail.com (Confirmed)

****@stu.ecnu.edu.cn (Confirmed)

Personal Links

Homepage

ORCID

Career & Education History

MS student

East China Normal University, East China Normal University (stu.ecnu.edu.cn)

2024 – 2027

Advisors, Relations & Conflicts

PhD Advisor

Chenjuan Guo

2025 – 2029

PhD Advisor

Yang Shu

2025 – 2029

PhD Advisor

Bin Yang

2025 – 2029

Expertise

Time Series Analyze

2024 – 2029

Publications

CoRA: Boosting Time Series Foundation Models for Multivariate Forecasting through Correlation-aware Adapter
Hanyin Cheng, Xingjian Wu, Yang Shu, Zhongwen Rao, Lujia Pan, Bin Yang, Chenjuan Guo
- ICLR 2026 Poster
- Readers: Everyone
ASTGI: Adaptive Spatio-Temporal Graph Interactions for Irregular Multivariate Time Series Forecasting
Xvyuan Liu, Xiangfei Qiu, Hanyin Cheng, Xingjian Wu, Chenjuan Guo, Bin Yang, Jilin Hu
- ICLR 2026 Poster
- Readers: Everyone
STAR: Boosting Time Series Foundation Models for Anomaly Detection Through State-aware Adapter
Hanyin Cheng, Ruitong Zhang, Yuning Lu, Peng Chen, Meng Wang, Yang Shu, Bin Yang, Chenjuan Guo
- Submitted to ICLR 2026
- Readers: Everyone
Unlocking the Power of Mixture-of-Experts for Task-Aware Time Series Analytics
Xingjian Wu, Zhengyu Li, Hanyin Cheng, Xiangfei Qiu, Jilin Hu, Chenjuan Guo, Bin Yang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Multi-Scale Spatial-Temporal Hypergraph Network with Lead-Lag Structures for Stock Time Series Forecasting
Xiangfei Qiu, Liu Yang, Hanyin Cheng, Xingjian Wu, Rongjia Wu, Zhang Zhigang, Tu ding, Chenjuan Guo, Bin Yang, Christian S. Jensen, Jilin Hu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
DBLoss: Decomposition-based Loss Function for Time Series Forecasting
Xiangfei Qiu, Xingjian Wu, Hanyin Cheng, Xvyuan Liu, Chenjuan Guo, Jilin Hu, Bin Yang
- NeurIPS 2025 poster
- Readers: Everyone
Enhancing Time Series Forecasting through Selective Representation Spaces: A Patch Perspective
Xingjian Wu, Xiangfei Qiu, Hanyin Cheng, Zhengyu Li, Jilin Hu, Chenjuan Guo, Bin Yang
- NeurIPS 2025 spotlight
- Readers: Everyone
RCRank: Multimodal Ranking of Root Causes of Slow Queries in Cloud Database Systems
Biao Ouyang, Yingying Zhang, Hanyin Cheng, Yang Shu, Chenjuan Guo, Bin Yang, Qingsong Wen, Lunting Fan, Christian S. Jensen
- CoRR 2025
- Readers: Everyone
A Comprehensive Survey of Deep Learning for Multivariate Time Series Forecasting: A Channel Strategy Perspective
Xiangfei Qiu, Hanyin Cheng, Xingjian Wu, Jilin Hu, Chenjuan Guo
- CoRR 2025
- Readers: Everyone
MM-Path: Multi-modal, Multi-granularity Path Representation Learning
Ronghui Xu, Hanyin Cheng, Chenjuan Guo, Hongfan Gao, Jilin Hu, Sean Bin Yang, Bin Yang
- KDD (1) 2025
- Readers: Everyone

View all 14 publications

Co-Authors

View all 30 co-authors