Xiaohong Guan
6 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(18)
🌈
Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Core Methods
(6)
Deep Learning
(5)
Architectures
(4)
Artificial Intelligence
(3)
Learning Paradigms · Artificial Intelligence
(2)
Computer Science
(1)
Computer Vision
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Reinforcement Learning
(1)
Analysis
(1)
Applications
(1)
Core AI
(1)
Learning Paradigms · Machine Learning
(1)
Keywords
sequence generation
(1)
few-shot learning
(1)
message passing
(1)
graph embedding
(1)
spatial pattern
(1)
loss function
(1)
geometric graph neural network
(1)
node classification
(1)
vision-language model
(1)
meta-reinforcement learning
(1)
property prediction
(1)
cad model
(1)
temporal pattern
(1)
molecular property prediction
(1)
molecular representation learning
(1)
graph convolutional network
(1)
network embedding
(1)
task embedding
(1)
shared policy
(1)
fast optimization
(1)
Papers
Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models
ACL 2025
Non-Stationary Predictions May Be More Informative: Exploring Pseudo-Labels with a Two-Phase Pattern of Training Dynamics
ICML 2025
HAGO-Net: Hierarchical Geometric Message Passing for Molecular Representation Learning
AAAI 2024
Multi-Track Message Passing: Tackling Oversmoothing and Oversquashing in Graph Learning via Preventing Heterophily Mixing
ICML 2024
Node Classification on Graphs with Few-Shot Novel Labels via Meta Transformed Network Embedding
NeurIPS 2020
Meta Reinforcement Learning with Task Embedding and Shared Policy
IJCAI 2019