Ruihan Guo
5 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Deep Learning
(3)
Interdisciplinary
(3)
Machine Learning
(3)
Models
(3)
Science
(3)
Artificial Intelligence
(2)
Healthcare & Medicine
(2)
Core AI
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Research
(2)
Reinforcement Learning
(1)
Application Areas
(1)
Architectures
(1)
Keywords
flow matching
(1)
monte carlo sampling
(1)
generative model
(1)
autoregressive model
(1)
energy-based model
(1)
sparse reward
(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)
protein structure
(1)
peptide design
(1)
episodic reinforcement learning
(1)
vector database
(1)
de novo design
(1)
reward redistribution
(1)
proxy reward
(1)
Papers
Hotspot-Driven Peptide Design via Multi-Fragment Autoregressive Extension
ICLR 2025
Enhancing Protein Mutation Effect Prediction through a Retrieval-Augmented Framework
NeurIPS 2024
FAFE: Immune Complex Modeling with Geodesic Distance Loss on Noisy Group Frames
ICML 2024
Full-Atom Peptide Design based on Multi-modal Flow Matching
ICML 2024
Learning Long-Term Reward Redistribution via Randomized Return Decomposition
ICLR 2022