Xiaozhuang Song
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)
Venues
Top co-authors
Research topics
Keywords
meta learning
(1)
generative modeling
(1)
multi-task learning
(1)
prototype learning
(1)
optimal transport
(1)
question answering
(1)
geometric deep learning
(1)
flow matching
(1)
out-of-distribution generalization
(1)
knowledge graph reasoning
(1)
monte carlo tree search
(1)
diffusion model
(1)
disentangled representation
(1)
tabular representation learning
(1)
tabular data
(1)
molecular generation
(1)
computational fluid dynamics
(1)
task grouping
(1)
training-free approach
(1)
distance geometry
(1)
Papers
Physically-Informed Flow Matching with Graph Neural Networks for Complex Fluid Dynamics
AAAI 2026
Enhancing Generalizability in Molecular Conformation Generation with METRIZATION-Informed Geometric Diffusion Pretraining
AAAI 2025
ReKG-MCTS: Reinforcing LLM Reasoning on Knowledge Graphs via Training-Free Monte Carlo Tree Search
ACL 2025
PTaRL: Prototype-based Tabular Representation Learning via Space Calibration
ICLR 2024
Efficient and Effective Multi-task Grouping via Meta Learning on Task Combinations
NeurIPS 2022