Wang Zhang

Joined

May 2021

Names

Wang Zhang (Preferred)

WANG ZHANG

Emails

****@mit.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student

Massachusetts Institute of Technology (mit.edu)

2020 – 2025

MS student

Massachusetts Institute of Technology (mit.edu)

2017 – 2020

Undergrad student

Tsinghua University, Tsinghua University (tsinghua.edu.cn)

2013 – 2017

Advisors, Relations & Conflicts

PhD Advisor

Luca Daniel

2020 – Present

Expertise

No areas of expertise listed

Publications

Guaranteeing Conservation of Integrals with Projection in Physics-Informed Neural Networks
Anthony Baez, Wang Zhang, Ziwen Ma, Subhro Das, Lam M. Nguyen, Luca Daniel
- Submitted to ICLR 2026
- Readers: Everyone
Contrastive Meta Learning for Dynamical Systems
Wang Zhang, Ziwen Ma, Subhro Das, Lam M. Nguyen, Luca Daniel
- Submitted to ICLR 2025
- Readers: Everyone
Guaranteeing Conservation Laws with Projection in Physics-Informed Neural Networks
Anthony Baez, Wang Zhang, Ziwen Ma, Subhro Das, Lam M. Nguyen, Luca Daniel
- D3S3 2024 Poster
- Readers: Everyone
ConCerNet: A Contrastive Learning Based Framework for Automated Conservation Law Discovery and Trustworthy Dynamical System Prediction
Wang Zhang, Tsui-Wei Weng, Subhro Das, Alexandre Megretski, Luca Daniel, Lam M. Nguyen
- ICML 2023 Poster
- Readers: Everyone
On the Fast Convergence of Unstable Reinforcement Learning Problems
Wang Zhang, Lam M. Nguyen, Subhro Das, Alexandre Megretski, Luca Daniel, Tsui-Wei Weng
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Imposing conservation properties in deep dynamics modeling via contrastive learning
Wang Zhang, Subhro Das, Tsui-Wei Weng, Alexandre Megretski, Luca Daniel, Lam M. Nguyen
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Fast Convergence for Unstable Reinforcement Learning Problems by Logarithmic Mapping
Wang Zhang, Lam M. Nguyen, Subhro Das, Alexandre Megretski, Luca Daniel, Tsui-Wei Weng
- 28 May 2022 (modified: 05 May 2023)
- DARL 2022
- Readers: Everyone
Tactics on Refining Decision Boundary for Improving Certification-based Robust Training
Wang Zhang, Lam M. Nguyen, Subhro Das, Pin-Yu Chen, Sijia Liu, Alexandre Megretski, Luca Daniel, Tsui-Wei Weng
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Robust Deep Reinforcement Learning through Adversarial Loss
Tuomas Oikarinen, Wang Zhang, Alexandre Megretski, Luca Daniel, Tsui-Wei Weng
- Published: 09 Nov 2021, Last Modified: 22 Oct 2023
- NeurIPS 2021 Poster
- Readers: Everyone