Scholar
Shengchao Liu
Google Scholar ID: F1ws3XUAAAAJ
Chinese University of Hong Kong
GenAI
PhysAI
Dynamics
Physics and ML
Pretraining
Follow
Homepage
↗
Google Scholar
↗
Citations & Impact
All-time
Citations
3,174
H-index
22
i10-index
27
Publications
20
Co-authors
17
list available
Contact
Email
shengchao1224@gmail.com
Twitter
Open ↗
GitHub
Open ↗
Publications
3 items
On Distinguishing Capability Elicitation from Capability Creation in Post-Training: A Free-Energy Perspective
2026
Cited
0
A Minimal Model of Representation Collapse: Frustration, Stop-Gradient, and Dynamics
2026
Cited
0
Rigidity-Aware Geometric Pretraining for Protein Design and Conformational Ensembles
2026
Cited
0
Resume (English only)
Co-authors
17 total
Hongyu Guo
Senior Research Scientist@NRC Canada, Adjunct Professor@University of Ottawa
Jian Tang (唐建）
Associate Professor, Mila-Quebec AI Institute, HEC Montréal, Canada CIFAR AI Chair
Anima Anandkumar
California Institute of Technology and NVIDIA
Anthony Gitter
Associate Professor, University of Wisconsin-Madison; Morgridge Institute for Research
Chaowei Xiao
University of Wisconsin - Madison/NVIDIA
Weiyang Liu
CUHK | Max Planck Institute for Intelligent Systems
Weili Nie
NVIDIA Research
Jennifer Chayes
Professor, UC Berkeley
