Yang Tian

Joined

September 2022

Names

Yang Tian (Preferred)

Emails

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

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

PhD student

Tsinghua University (mails.tsinghua.edu.cn)

2020 – 2022

Undergrad student

Tsinghua University (mails.tsinghua.edu.cn)

2016 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Pei Sun

2020 – Present

Expertise

Statistical physics

Present

Machine learning

Present

Applied mathematics

Present

Publications

Bridging the information and dynamics attributes of neural activities
Yang Tian, Guoqi Li, Pei Sun
- 12 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
GLIME: General, Stable and Local LIME Explanation
Zeren Tan, Yang Tian, Jian Li
- NeurIPS 2023 spotlight
- Readers: Everyone
Robust Explanation for Free or At the Cost of Faithfulness
Zeren Tan, Yang Tian
- ICML 2023 Poster
- Readers: Everyone
Koopman neural operator as a mesh-free solver of non-linear partial differential equations
Wei Xiong, Xiaomeng Huang, Ziyang Zhang, Ruixuan Deng, Pei Sun, Yang Tian
- Published: 01 Jan 2023, Last Modified: 15 May 2023
- CoRR 2023
- Readers: Everyone
KoopmanLab: machine learning for solving complex physics equations
Wei Xiong, Muyuan Ma, Ziyang Zhang, Pei Sun, Yang Tian
- Published: 01 Jan 2023, Last Modified: 15 May 2023
- CoRR 2023
- Readers: Everyone
Koopman neural operator for learning non-linear partial differential equations
Wei Xiong, Xiaomeng Huang, Yunhui Xu, Jie Sun, Weihua He, Zeren Tan, Aohua Cheng, Kangyu Weng, Yike Qiu, Yaoyuan Wang, Ziyang Zhang, Ruixuan Deng, Sun Pei, Yang Tian
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
ErGOT: entropy-regularized graph optimal transport
Yang Tian, Yunhui Xu, Jie Sun, Yaoyuan Wang, Ziyang Zhang, Weihua He, Zeren Tan, Pei Sun
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
Statistical Physics of Deep Neural Networks: Initialization toward Optimal Channels
Kangyu Weng, Aohua Cheng, Ziyang Zhang, Pei Sun, Yang Tian
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- CoRR 2022
- Readers: Everyone
A unified theory of information transfer and causal relation
Yang Tian, Hedong Hou, Yaoyuan Wang, Ziyang Zhang, Pei Sun
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- CoRR 2022
- Readers: Everyone
Analytic relations between networks: encoding, decoding, and causality
Yang Tian, Hedong Hou, Guangzheng Xu, Yaoyuan Wang, Ziyang Zhang, Pei Sun
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- CoRR 2022
- Readers: Everyone

View all 11 publications

Yang Tian

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors