Xiuyuan Hu
5 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🏆 Grand Slam 🔥 Unstoppable · Bronze
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The Questioner
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Architectures
(3)
Techniques
(3)
Core Methods
(2)
Optimization & Theory · Machine Learning
(2)
Artificial Intelligence
(1)
Healthcare & Medicine
(1)
Core AI
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Research
(1)
Keywords
reinforcement learning
(2)
gradient norm
(2)
drug design
(2)
molecular generation
(2)
generative model
(1)
language model
(1)
dual-channel transformer
(1)
divergence
(1)
model generalization
(1)
learning rate warmup
(1)
drug discovery
(1)
instability
(1)
molecular representation
(1)
flat minima
(1)
adaptive optimizer
(1)
graph neural network
(1)
multi-agent system
(1)
gradient regularization
(1)
organic photovoltaic material
(1)
protein-ligand docking
(1)
Papers
CycleChemist: A Dual-Pronged Machine Learning Framework for Organic Photovoltaic Discovery
AAAI 2026
3DMolFormer: A Dual-channel Framework for Structure-based Drug Discovery
ICLR 2025
When Will Gradient Regularization Be Harmful?
ICML 2024
De novo Drug Design using Reinforcement Learning with Multiple GPT Agents
NeurIPS 2023
Penalizing Gradient Norm for Efficiently Improving Generalization in Deep Learning
ICML 2022