Xingjian Wu

MS student, Data Engineering, East China Normal University

Joined

April 2024

Names

Xingjian Wu (Preferred)

Emails

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

****@gmail.com (Confirmed)

****@qq.com (Confirmed)

Personal Links

Career & Education History

MS student

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

2023 – 2028

Advisors, Relations & Conflicts

Coauthor

Bin Yang

2023 – 2028

Expertise

No areas of expertise listed

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
GCGNet: Graph-Consistent Generative Network for Time Series Forecasting with Exogenous Variables
Zhengyu Li, Xiangfei Qiu, Yuhan Zhu, Xingjian Wu, Jilin Hu, Chenjuan Guo, Bin Yang
- ICLR 2026 Poster
- 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- ICLR 2026 Conference Withdrawn Submission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
Towards a Multimodal Foundation Model for Time Series Analysis
Peng Chen, Siyuan Wang, Shiyan Hu, Xingjian Wu, Yang Shu, Zhongwen Rao, Meng Wang, Yijie Li, Bin Yang, Chenjuan Guo
- Submitted to ICLR 2026
- Readers: Everyone
Aurora: Towards Universal Generative Multimodal Time Series Forecasting
Xingjian Wu, Jianxin Jin, Wanghui Qiu, Peng Chen, Yang Shu, Bin Yang, Chenjuan Guo
- ICLR 2026 Poster
- 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- ICLR 2026 Conference Withdrawn Submission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
DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting
Xiangfei Qiu, Xingjian Wu, Yan Lin, Chenjuan Guo, Jilin Hu, Bin Yang
- SIGKDD 2025
- Readers: Everyone

View all 14 publications

Co-Authors

View all 32 co-authors