Scholar
Jiaqi Guan
Google Scholar ID: On-ONT4AAAAJ
Research Scientist, ByteDance AML AI4Science
Machine Learning
Generative Models
Computational Chemistry
Computational Biology
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Homepage
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Google Scholar
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Citations & Impact
All-time
Citations
1,484
H-index
14
i10-index
14
Publications
20
Co-authors
4
list available
Contact
Email
jiaqi@illinois.edu
CV
Open ↗
GitHub
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Publications
5 items
Integrating Protein Dynamics into Structure-Based Drug Design via Full-Atom Stochastic Flows
2025
Cited
0
Group Ligands Docking to Protein Pockets
2025
Cited
0
Hotspot-Driven Peptide Design via Multi-Fragment Autoregressive Extension
arXiv.org · 2024
Cited
0
Pocket2Mol: Efficient Molecular Sampling Based on 3D Protein Pockets
International Conference on Machine Learning · 2022
Cited
191
Orientation-Aware Graph Neural Networks for Protein Structure Representation Learning
2022
Cited
13
Resume (English only)
Background
Research interests lie in deep learning and its applications in computational biology / chemistry, with a focus on the intersection of geometric machine learning, generative modeling, and drug / macro-biomolecule design.
Co-authors
4 total
Jianzhu Ma
Tsinghua University
Jian Peng
Helixon
Xuegong Zhang
Tsinghua University
Qiang Liu
Associate Professor of Computer Science, UT Austin
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