Yuchao Lin

PhD student, Texas A&M

Joined

September 2021

Names

Yuchao Lin (Preferred)

Emails

****@tamu.edu (Confirmed)

,

****@lambdal.com (Confirmed)

Personal Links

Career & Education History

PhD student

Texas A&M (tamu.edu)

2021 – Present

Advisors, Relations & Conflicts

PhD Advisor

2021 – Present

Expertise

Graph Neural Network

2021 – Present

Publications

Augmenting Molecular Graphs with Geometries via Machine Learning Interatomic Potentials
Cong Fu, Yuchao Lin, Zachary Krueger, Haiyang Yu, Maho Nakata, Jianwen Xie, Emine Kucukbenli, Xiaofeng Qian, Shuiwang Ji
- Accepted by TMLR
- Readers: Everyone
Efficient Prediction of SO(3)-Equivariant Hamiltonian Matrices via SO(2) Local Frames
Haiyang Yu, Yuchao Lin, Xuan Zhang, Xiaofeng Qian, Shuiwang Ji
- Submitted to ICLR 2026
- Readers: Everyone
A Two-Phase Deep Learning Framework for Adaptive Time-Stepping in High-Speed Flow Modeling
Jacob Helwig, Sai Sreeharsha Adavi, Xuan Zhang, Yuchao Lin, Felix S. Chim, Luke Takeshi Vizzini, Haiyang Yu, Muhammad Hasnain, Saykat Kumar Biswas, John J. Holloway, Narendra Singh, N. K. Anand, Swagnik Guhathakurta, Shuiwang Ji
- ICLR 2026 Poster
- Readers: Everyone
Language Models for Controllable DNA Sequence Design
Xingyu Su, Xiner Li, Yuchao Lin, Ziqian Xie, Degui Zhi, Shuiwang Ji
- Accepted by TMLR
- Readers: Everyone
Tensor Decomposition Networks for Fast Machine Learning Interatomic Potential Computations
Yuchao Lin, Cong Fu, Zachary Krueger, Haiyang Yu, Maho Nakata, Jianwen Xie, Emine Kucukbenli, Xiaofeng Qian, Shuiwang Ji
- NeurIPS 2025 poster
- Readers: Everyone
Geometry Informed Tokenization of Molecules for Language Model Generation
Xiner Li, Limei Wang, Youzhi Luo, Carl Edwards, Shurui Gui, Yuchao Lin, Heng Ji, Shuiwang Ji
- ICML 2025 poster
- Readers: Everyone
Geometry Informed Tokenization of Molecules for Language Model Generation
Xiner Li, Limei Wang, Youzhi Luo, Carl Edwards, Shurui Gui, Yuchao Lin, Heng Ji, Shuiwang Ji
- Submitted to ICLR 2025
- Readers: Everyone
Equivariance via Minimal Frame Averaging for More Symmetries and Efficiency
Yuchao Lin, Jacob Helwig, Shurui Gui, Shuiwang Ji
- ICML 2024 Spotlight
- Readers: Everyone
SineNet: Learning Temporal Dynamics in Time-Dependent Partial Differential Equations
Xuan Zhang, Jacob Helwig, Yuchao Lin, Yaochen Xie, Cong Fu, Stephan Wojtowytsch, Shuiwang Ji
- ICLR 2024 poster
- Readers: Everyone
Efficient Approximations of Complete Interatomic Potentials for Crystal Property Prediction
Yuchao Lin, Keqiang Yan, Youzhi Luo, Yi Liu, Xiaoning Qian, Shuiwang Ji
- ICML 2023 Poster
- Readers: Everyone

View all 17 publications

Co-Authors

View all 36 co-authors