Jianmin Wang

Full Professor, School of Software, Tsinghua University

Joined

February 2019

Names

Jianmin Wang (Preferred)

Emails

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

Personal Links

Career & Education History

Full Professor

School of Software, Tsinghua University (tsinghua.edu.cn)

2003 – Present

Advisors, Relations & Conflicts

Coauthor

Yuchen Guo

2011 – 2014

Coauthor

Guiguang Ding

2011 – 2014

PhD Advisor

Jun Zhang

2011 – 2014

PhD Advisor

Jun Chen

2011 – 2014

PhD Advisor

Jun Zhang

2011 – 2014

PhD Advisor

Jun Zhang

2011 – 2014

PhD Advisor

Jun Chen

2011 – 2014

PhD Advisor

Jun Chen

2011 – 2014

PhD Advisor

Jun Zhang

2011 – 2014

PhD Advisor

Jun Chen

2011 – 2014

Expertise

No areas of expertise listed

Publications

Adapt Data to Model: Adaptive Transformation Optimization for Domain-shared Time Series Foundation Models
Yunzhong Qiu, Zhiyao Cen, Zhongyi Pei, Chen Wang, Jianmin Wang
- ICLR 2026 Poster
- Readers: Everyone
POET: Partially Observed Earth Transformer with High-Dimensional Position Embedding
Yuxuan Wang, Haixu Wu, Jiafeng Lin, Huakun Luo, Shiyu Wang, Zhou Ye, Jianmin Wang, Mingsheng Long
- Submitted to ICLR 2026
- Readers: Everyone
Accuracy Law for the Future of Deep Time Series Forecasting
Yuxuan Wang, Haixu Wu, Yuezhou Ma, Yuchen Fang, Ziyi Zhang, Yong Liu, Shiyu Wang, Zhou Ye, Yang Xiang, Jianmin Wang, Mingsheng Long
- Submitted to ICLR 2026
- Readers: Everyone
TiMi: Empowering Time Series Transformers with Multimodal Mixture of Experts
Jiafeng Lin, Yuxuan Wang, Huakun Luo, Zhongyi Pei, Jianmin Wang
- Submitted to ICLR 2026
- Readers: Everyone
CoRA: Covariate-Aware Adaptation of Time Series Foundation Models
Guo Qin, Zhi Chen, Yong Liu, Zhiyuan Shi, Haixuan Liu, Xiangdong Huang, Jianmin Wang, Mingsheng Long
- Submitted to ICLR 2026
- Readers: Everyone
FlashBias: Fast Computation of Attention with Bias
Haixu Wu, Minghao Guo, Yuezhou Ma, Yuanxu Sun, Jianmin Wang, Wojciech Matusik, Mingsheng Long
- NeurIPS 2025 poster
- Readers: Everyone
PhySense: Sensor Placement Optimization for Accurate Physics Sensing
Yuezhou Ma, Haixu Wu, Hang Zhou, Huikun Weng, Jianmin Wang, Mingsheng Long
- NeurIPS 2025 oral
- Readers: Everyone
Transolver++: An Accurate Neural Solver for PDEs on Million-Scale Geometries
Huakun Luo, Haixu Wu, Hang Zhou, Lanxiang Xing, Yichen Di, Jianmin Wang, Mingsheng Long
- ICML 2025 poster
- Readers: Everyone
Sundial: A Family of Highly Capable Time Series Foundation Models
Yong Liu, Guo Qin, Zhiyuan Shi, Zhi Chen, Caiyin Yang, Xiangdong Huang, Jianmin Wang, Mingsheng Long
- ICML 2025 oral
- Readers: Everyone
Metadata Matters for Time Series: Informative Forecasting with Transformers
Jiaxiang Dong, Haixu Wu, Yuxuan Wang, Li Zhang, Jianmin Wang, Mingsheng Long
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone

View all 50 publications

Co-Authors

View all 65 co-authors