Hongyu Guo
Scholar

Hongyu Guo

Google Scholar ID: bZUqlakAAAAJ
Senior Research Scientist@NRC Canada, Adjunct Professor@University of Ottawa
machine learningdeep learninggeometric generative modelgraph network
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Citations & Impact
All-time
Citations
3,772
 
H-index
23
 
i10-index
36
 
Publications
20
 
Co-authors
15
list available
Contact
No contact links provided.
Publications
17 items
Rigidity-Aware Geometric Pretraining for Protein Design and Conformational Ensembles
2026
Cited
0
PerturbDiff: Functional Diffusion for Single-Cell Perturbation Modeling
2026
Cited
0
GeneZip: Region-Aware Compression for Long Context DNA Modeling
2026
Cited
0
InertialAR: Autoregressive 3D Molecule Generation with Inertial Frames
2025
Cited
0
First-Order Axiom Systems Ed and Eda Extending Tarski’s E2 with Distance and Angle Function Symbols for Quantitative Euclidean Geometry
Mathematics · 2025
Cited
0
LacMaterial: Large Language Models as Analogical Chemists for Materials Discovery
2025
Cited
0
UniFGVC: Universal Training-Free Few-Shot Fine-Grained Vision Classification via Attribute-Aware Multimodal Retrieval
2025
Cited
0
Understanding Large Language Models' Ability on Interdisciplinary Research
2025
Cited
0
Resume (English only)
Co-authors
15 total
Co-author 1
Co-author 1
Shengchao Liu
Shengchao Liu
Chinese University of Hong Kong
Xiaodan Zhu
Xiaodan Zhu
ECE & Ingenuity Labs Research Institute, Queen's University, Canada
Jian Tang (唐建）
Jian Tang (唐建）
Associate Professor, Mila-Quebec AI Institute, HEC Montréal, Canada CIFAR AI Chair
Co-author 5
Co-author 5
Martin Renqiang Min
Martin Renqiang Min
Department Head of Machine Learning, NEC Laboratories America
Chaowei Xiao
Chaowei Xiao
University of Wisconsin - Madison/NVIDIA
Jennifer Chayes
Jennifer Chayes
Professor, UC Berkeley