Greg Yang

Joined

November 2016

Names

Greg Yang (Preferred)

Emails

****@college.harvard.edu (Confirmed)

****@microsoft.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Microsoft (microsoft.com)

2017 – 2023

Undergrad student

Harvard University (harvard.edu)

2010 – 2017

Advisors, Relations & Conflicts

No relations added

Expertise

NLP

2016 – Present

deep learning

2015 – Present

RNNs

2015 – Present

algebraic statistics

2014 – Present

category theory

2013 – Present

mathematical logic

2012 – Present

computational complexity

2012 – Present

Publications

Global Convergence and Rich Feature Learning in $L$-Layer Infinite-Width Neural Networks under $\mu$ Parametrization
Zixiang Chen, Greg Yang, Qingyue Zhao, Quanquan Gu
- ICML 2025 poster
- Readers: Everyone
Feature Learning in Infinite-Depth Neural Networks
Greg Yang, Dingli Yu, Chen Zhu, Soufiane Hayou
- M3L 2023 Oral
- Readers: Everyone
Tensor Programs VI: Feature Learning in Infinite Depth Neural Networks
Greg Yang, Dingli Yu, Chen Zhu, Soufiane Hayou
- ICLR 2024 poster
- Readers: Everyone
NAIL: A General Interactive Fiction Agent
Matthew Hausknecht, Ricky Loynd, Greg Yang, Adith Swaminathan, Jason Williams
- 13 Jun 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Width and Depth Limits Commute in Residual Networks
Soufiane Hayou, Greg Yang
- ICML 2023 Poster
- Readers: Everyone
Width and Depth Limits Commute in Residual Networks
Soufiane Hayou, Greg Yang
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone
Adaptive Optimization in the $\infty$-Width Limit
Etai Littwin, Greg Yang
- Published: 01 Feb 2023, Last Modified: 02 Mar 2023
- ICLR 2023 poster
- Readers: Everyone
High-dimensional Asymptotics of Feature Learning: How One Gradient Step Improves the Representation
Jimmy Ba, Murat A Erdogdu, Taiji Suzuki, Zhichao Wang, Denny Wu, Greg Yang
- Published: 31 Oct 2022, Last Modified: 16 Oct 2022
- NeurIPS 2022 Accept
- Readers: Everyone
3DB: A Framework for Debugging Computer Vision Models
Guillaume Leclerc, Hadi Salman, Andrew Ilyas, Sai Vemprala, Logan Engstrom, Vibhav Vineet, Kai Yuanqing Xiao, Pengchuan Zhang, Shibani Santurkar, Greg Yang, Ashish Kapoor, Aleksander Madry
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
Non-Gaussian Tensor Programs
Eugene Golikov, Greg Yang
- Published: 31 Oct 2022, Last Modified: 14 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone

View all 57 publications

Co-Authors

View all 82 co-authors