Wenlei Shi

Joined

May 2021

Names

Wenlei Shi (Preferred)

Emails

****@microsoft.com (Confirmed)

,

****@qq.com (Confirmed)

Personal Links

Career & Education History

Researcher

Microsoft Research (microsoft.com)

2019 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Process Supervision-Guided Policy Optimization for Code Generation
Ning Dai, Zheng Wu, Renjie Zheng, Ziyun Wei, Wenlei Shi, Xing Jin, Guanlin Liu, Chen Dun, Liang Huang, Lin Yan
- Submitted to ICLR 2026
- Readers: Everyone
Process Supervision-Guided Policy Optimization for Code Generation
Ning Dai, Zheng Wu, Renjie Zheng, Ziyun Wei, Wenlei Shi, Xing Jin, Guanlin Liu, Chen Dun, Liang Huang, Lin Yan
- Submitted to ICLR 2025
- Readers: Everyone
Monte Carlo Neural PDE Solver
Rui Zhang, Qi Meng, Rongchan Zhu, Yue Wang, Wenlei Shi, Shihua Zhang, Zhi-Ming Ma, Tie-Yan Liu
- Submitted to NeurIPS 2023
- Readers: Everyone
NeuralStagger: Accelerating Physics-constrained Neural PDE Solver with Spatial-temporal Decomposition
Xinquan Huang, Wenlei Shi, Qi Meng, Yue Wang, Xiaotian Gao, Jia Zhang, Tie-Yan Liu
- ICML 2023 Poster
- Readers: Everyone
NeuralStagger: accelerating physics-constrained neural PDE solver with spatial-temporal decomposition
Xinquan Huang, Wenlei Shi, Qi Meng, Yue Wang, Xiaotian Gao, Jia Zhang, Tie-Yan Liu
- 2023 (modified: 24 Apr 2023)
- CoRR 2023
- Readers: Everyone
Monte Carlo Neural Operator for Learning PDEs via Probabilistic Representation
Rui Zhang, Qi Meng, Rongchan Zhu, Yue Wang, Wenlei Shi, Shihua Zhang, Zhi-Ming Ma, Tie-Yan Liu
- 2023 (modified: 24 Apr 2023)
- CoRR 2023
- Readers: Everyone
NeuralStagger: accelerating physics constrained neural PDE solver with spatial-temporal decomposition
Xinquan Huang, Wenlei Shi, Qi Meng, Yue Wang, Xiaotian Gao, Jia Zhang, Tie-Yan Liu
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
Learning Physics-Informed Neural Networks without Stacked Back-propagation
Di He, Wenlei Shi, Shanda Li, Xiaotian Gao, Jia Zhang, Jiang Bian, Liwei Wang, Tie-Yan Liu
- 2022 (modified: 16 May 2022)
- CoRR 2022
- Readers: Everyone
LordNet: Learning to Solve Parametric Partial Differential Equations without Simulated Data
Wenlei Shi, Xinquan Huang, Xiaotian Gao, Xinran Wei, Jia Zhang, Jiang Bian, Mao Yang, Tie-Yan Liu
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- CoRR 2022
- Readers: Everyone
Cooperative Policy Learning with Pre-trained Heterogeneous Observation Representations
Wenlei Shi, Xinran Wei, Jia Zhang, Xiaoyuan Ni, Arthur Jiang, Jiang Bian, Tie-Yan Liu
- 2021 (modified: 09 Sept 2021)
- AAMAS 2021
- Readers: Everyone

View all 11 publications

Co-Authors

View all 30 co-authors