Cai Zhou
7 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(5)
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Cross-Pollinator
(14)
πΊοΈ
Taxonomy Completionist
(19)
Conferences
ICML (2)
NIPS (2)
AAAI (1)
AISTATS (1)
EMNLP (1)
Top co-authors
Keywords
graph neural network
(3)
graph attention
(1)
positional encoding
(1)
random walk
(1)
weisfeiler-lehman test
(1)
spectral analysis
(1)
expressive power
(1)
generative model
(1)
diffusion model
(1)
graph transformer
(1)
graph isomorphism
(1)
node classification
(1)
latent space
(1)
multimodal large language model
(1)
message passing
(1)
inference efficiency
(1)
hidden representation
(1)
message passing neural network
(1)
subgraph neural network
(1)
conditional generation
(1)
Papers
Geometric Representation Condition Improves Equivariant Molecule Generation
ICML 2025
Thought calibration: Efficient and confident test-time scaling
EMNLP 2025
ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area
AAAI 2025
On the Theoretical Expressive Power and the Design Space of Higher-Order Graph Transformers
AISTATS 2024
Unifying Generation and Prediction on Graphs with Latent Graph Diffusion
NIPS 2024
From Relational Pooling to Subgraph GNNs: A Universal Framework for More Expressive Graph Neural Networks
ICML 2023
Facilitating Graph Neural Networks with Random Walk on Simplicial Complexes
NIPS 2023