Chence Shi
10 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🏆
Keyword Champion
(2)
👑
Triple Crown
⚡
Prolific Year
(5)
💎
Century Club
(10)
Conferences
ICLR (5)
ICML (4)
NIPS (1)
Top co-authors
Keywords
molecular graph
(3)
molecular conformation
(2)
graph neural network
(2)
reaction prediction
(1)
variational autoencoder
(1)
dynamic graph
(1)
3d generation
(1)
score-based generative model
(1)
bilevel programming
(1)
retrosynthesis prediction
(1)
non-autoregressive model
(1)
distance geometry
(1)
gradient field
(1)
molecular conformation generation
(1)
3d structure generation
(1)
3d molecular structure
(1)
graph translation
(1)
template-free approach
(1)
electron redistribution
(1)
langevin dynamics
(1)
Papers
Structure Language Models for Protein Conformation Generation
ICLR 2025
E3Bind: An End-to-End Equivariant Network for Protein-Ligand Docking
ICLR 2023
Protein Sequence and Structure Co-Design with Equivariant Translation
ICLR 2023
GeoDiff: A Geometric Diffusion Model for Molecular Conformation Generation
ICLR 2022
An End-to-End Framework for Molecular Conformation Generation via Bilevel Programming
ICML 2021
MARS: Markov Molecular Sampling for Multi-objective Drug Discovery
ICLR 2021
Predicting Molecular Conformation via Dynamic Graph Score Matching
NIPS 2021
Non-Autoregressive Electron Redistribution Modeling for Reaction Prediction
ICML 2021
Learning Gradient Fields for Molecular Conformation Generation
ICML 2021
A Graph to Graphs Framework for Retrosynthesis Prediction
ICML 2020