Xiaozhuang Song
5 papers · 2022–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (2)
ACL (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
meta learning
(1)
generative modeling
(1)
multi-task learning
(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)
molecular generation
(1)
computational fluid dynamics
(1)
task grouping
(1)
training-free approach
(1)
distance geometry
(1)
molecular conformation generation
(1)
large language model
(1)
graph neural network
(1)
neural network
(1)
physics-informed machine learning
(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
NIPS 2022