Yihong Gu

Joined

September 2018

Names

Yihong Gu (Preferred)

Emails

****@gmail.com (Confirmed)

,

****@princeton.edu

Personal Links

Semantic Scholar

Career & Education History

PhD student

Princeton University (princeton.edu)

2020 – 2025

Undergrad student

Tsinghua University (tsinghua.edu.cn)

2015 – 2019

Advisors, Relations & Conflicts

PhD Advisor

2020 – 2025

Expertise

Statistics

Present

Causality

Present

Machine Learning

Present

Publications

The Implicit Bias of Heterogeneity towards Invariance: A Study of Multi-Environment Matrix Sensing
Yang Xu, Yihong Gu, Cong Fang
- NeurIPS 2024 poster
- Readers: Everyone
The Implicit Bias of Heterogeneity towards Invariance and Causality
Yang Xu, Yihong Gu, Cong Fang
- CoRR 2024
- Readers: Everyone
Causality Pursuit from Heterogeneous Environments via Neural Adversarial Invariance Learning
Yihong Gu, Cong Fang, Peter Bühlmann, Jianqing Fan
- CoRR 2024
- Readers: Everyone
Environment Invariant Linear Least Squares
Jianqing Fan, Cong Fang, Yihong Gu, Tong Zhang
- 2023 (modified: 24 Apr 2023)
- CoRR 2023
- Readers: Everyone
Convex Formulation of Overparameterized Deep Neural Networks
Cong Fang, Yihong Gu, Weizhong Zhang, Tong Zhang
- 2022 (modified: 24 Apr 2023)
- IEEE Trans. Inf. Theory 2022
- Readers: Everyone
How to Characterize The Landscape of Overparameterized Convolutional Neural Networks
Yihong Gu, Weizhong Zhang, Cong Fang, Jason D. Lee, Tong Zhang
- 2020 (modified: 24 Apr 2023)
- NeurIPS 2020
- Readers: Everyone
Language Modeling with Sparse Product of Sememe Experts
Yihong Gu, Jun Yan, Hao Zhu, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Fen Lin, Leyu Lin
- 2018 (modified: 23 Nov 2023)
- EMNLP 2018
- Readers: Everyone

Co-Authors