Chenru Duan
5 papers · 2023–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(18)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Optimization & Theory
(4)
Application Areas
(3)
Artificial Intelligence
(2)
Mathematics & Optimization
(2)
Core AI
(2)
Core Methods
(2)
Optimization
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Learning Types
(1)
Mathematics
(1)
Keywords
chemical space
(2)
molecular simulation
(2)
variational inference
(1)
optimal transport
(1)
machine learning
(1)
generative model
(1)
vector field
(1)
latent space
(1)
molecular dynamics
(1)
drug design
(1)
evolutionary algorithm
(1)
drug discovery
(1)
molecular generation
(1)
molecule generation
(1)
flow-based model
(1)
chemical space exploration
(1)
molecular property optimization
(1)
inverse design
(1)
crystalline material
(1)
virtual screening
(1)
Papers
Efficient Evolutionary Search Over Chemical Space with Large Language Models
ICLR 2025
Doob's Lagrangian: A Sample-Efficient Variational Approach to Transition Path Sampling
NeurIPS 2024
Navigating Chemical Space with Latent Flows
NeurIPS 2024
M$^2$Hub: Unlocking the Potential of Machine Learning for Materials Discovery
NeurIPS 2023
Symmetry-Informed Geometric Representation for Molecules, Proteins, and Crystalline Materials
NeurIPS 2023