Chence Shi
10 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver
π
Triple Crown
β‘
Prolific Year Β· Productive
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Century Club Β· Bronze
Venues
Top co-authors
Research topics
Keywords
molecular graph
(4)
molecular conformation
(3)
graph neural network
(3)
generative model
(2)
variational autoencoder
(2)
drug discovery
(2)
diffusion model
(2)
protein design
(1)
markov chain
(1)
variational inference
(1)
multi-objective optimization
(1)
markov chain monte carlo
(1)
dynamic graph
(1)
reaction prediction
(1)
3d generation
(1)
score matching
(1)
molecular generation
(1)
protein structure
(1)
score-based generative model
(1)
language modeling
(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
Learning Gradient Fields for Molecular Conformation Generation
ICML 2021
MARS: Markov Molecular Sampling for Multi-objective Drug Discovery
ICLR 2021
Non-Autoregressive Electron Redistribution Modeling for Reaction Prediction
ICML 2021
Predicting Molecular Conformation via Dynamic Graph Score Matching
NeurIPS 2021
A Graph to Graphs Framework for Retrosynthesis Prediction
ICML 2020