Isaac L. Chuang

Full Professor, Massachusetts Institute of Technology

Joined

December 2017

Names

Isaac L. Chuang

,

Isaac Chuang

Emails

****@mit.edu (Confirmed)

Personal Links

Career & Education History

Full Professor

Massachusetts Institute of Technology (mit.edu)

2001 – Present

Advisors, Relations & Conflicts

Coauthor

Present

Expertise

Photonic integration

Present

Publications

Topological Invariance and Breakdown in Learning
Yongyi Yang, Tomaso Poggio, Isaac L. Chuang, Liu Ziyin
- ICLR 2026 Workshop GRaM Poster
- Readers: Everyone
A universal compression theory for lottery ticket hypothesis and neural scaling laws
Hong-Yi Wang, Di Luo, Isaac L. Chuang, Tomaso Poggio, Liu Ziyin
- ICLR 2026 Workshop GRaM Poster
- Readers: Everyone
A universal compression theory for lottery ticket hypothesis and neural scaling laws
Hong-Yi Wang, Di Luo, Tomaso Poggio, Isaac L. Chuang, Liu Ziyin
- ICLR 2026 Poster
- Readers: Everyone
Topological Invariance and Breakdown in Learning
Yongyi Yang, Tomaso Poggio, Isaac L. Chuang, Liu Ziyin
- Submitted to ICLR 2026
- Readers: Everyone
Grand Unification of Quantum Algorithms
John Michael Martyn, Zane Rossi, Andrew K Tan, Isaac L. Chuang
- Physical Review X Quantum
- Readers: Everyone
Neural Thermodynamics: Entropic Forces in Deep and Universal Representation Learning
Liu Ziyin, Yizhou Xu, Isaac L. Chuang
- NeurIPS 2025 poster
- Readers: Everyone
Remove Symmetries to Control Model Expressivity and Improve Optimization
Liu Ziyin, Yizhou Xu, Isaac L. Chuang
- NeurIPS 2024 Workshop
- Readers: Everyone
Formation of Representations in Neural Networks
Liu Ziyin, Isaac L. Chuang, Tomer Galanti, Tomaso A Poggio
- ICLR 2025 Spotlight
- Readers: Everyone
Remove Symmetries to Control Model Expressivity and Improve Optimization
Liu Ziyin, Yizhou Xu, Isaac L. Chuang
- ICLR 2025 Poster
- Readers: Everyone
Biological error correction codes generate fault-tolerant neural networks
John Michael Martyn, Alexander Zlokapa, Andrew K Tan, Isaac L. Chuang, Max Tegmark, Ila R Fiete
- 19 Aug 2022
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 11 publications

Co-Authors