Kaipeng Zeng
4 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(13)
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Hot Topic Early Bird
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Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Machine Learning
(2)
Computer Science
(1)
Computer Vision
(1)
Deep Learning
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Robotics
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Types
(1)
Optimization
(1)
Optimization & Theory
(1)
Keywords
domain generalization
(1)
domain adaptation
(1)
optimal transport
(1)
transformer
(1)
out-of-distribution generalization
(1)
message passing
(1)
generalization error
(1)
distribution shift
(1)
entropic regularization
(1)
sinkhorn algorithm
(1)
molecular representation
(1)
molecular property prediction
(1)
environment inference
(1)
molecular representation learning
(1)
minimum cost flow
(1)
substructure invariance
(1)
environment-invariant learning
(1)
neuronal morphology
(1)
advective diffusion
(1)
physics-inspired
(1)
Papers
Optimal Flow Transport and its Entropic Regularization: a GPU-friendly Matrix Iterative Algorithm for Flow Balance Satisfaction
ICLR 2025
Supercharging Graph Transformers with Advective Diffusion
ICML 2025
MorphGrower: A Synchronized Layer-by-layer Growing Approach for Plausible Neuronal Morphology Generation
ICML 2024
Learning Substructure Invariance for Out-of-Distribution Molecular Representations
NeurIPS 2022