Zuofan Wu
5 papers · 2022–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(18)
Venues
Top co-authors
Research topics
Deep Learning
(5)
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(3)
Learning Types · Machine Learning
(3)
Models
(3)
Healthcare & Medicine
(2)
Architectures
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Research
(2)
Interdisciplinary
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Learning Paradigms
(1)
Keywords
protein structure
(2)
deep reinforcement learning
(1)
flow matching
(1)
feature representation
(1)
off-policy learning
(1)
off-policy reinforcement learning
(1)
generative model
(1)
molecular graph
(1)
protein mutation prediction
(1)
retrieval-augmented framework
(1)
local structure motif
(1)
protein structure encoder
(1)
vector database embedding
(1)
retrieval-augmented generation
(1)
protein mutation
(1)
reward delay
(1)
transformer-based model
(1)
vector database
(1)
binding affinity
(1)
delayed reward
(1)
Papers
Enhancing Protein Mutation Effect Prediction through a Retrieval-Augmented Framework
NeurIPS 2024
Full-Atom Peptide Design based on Multi-modal Flow Matching
ICML 2024
Projecting Molecules into Synthesizable Chemical Spaces
ICML 2024
Rotamer Density Estimator is an Unsupervised Learner of the Effect of Mutations on Protein-Protein Interaction
ICLR 2023
Off-Policy Reinforcement Learning with Delayed Rewards
ICML 2022