Xiaohong Guan
6 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (6) π Cross-Pollinator (5)
π
Renaissance Researcher
(7)
πΊοΈ
Taxonomy Completionist
(17)
Conferences
ICML (2)
AAAI (1)
ACL (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
sequence generation
(1)
few-shot learning
(1)
graph embedding
(1)
geometric graph neural network
(1)
node classification
(1)
vision-language model
(1)
meta-reinforcement learning
(1)
property prediction
(1)
cad model
(1)
molecular property prediction
(1)
molecular representation learning
(1)
network embedding
(1)
task embedding
(1)
shared policy
(1)
fast optimization
(1)
computer-aided design
(1)
text description
(1)
design automation
(1)
large language model
(1)
equivariant model
(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
NIPS 2020
Meta Reinforcement Learning with Task Embedding and Shared Policy
IJCAI 2019