Shenghui Zhang
4 papers · 2022–2026 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Architectures
(3)
Core Methods
(3)
Learning Types · Deep Learning
(2)
Optimization & Theory · Machine Learning
(2)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Processing
(1)
Representation
(1)
Keywords
graph neural network
(3)
message passing
(2)
representation learning
(2)
weisfeiler-lehman test
(1)
graph transformer
(1)
loss function
(1)
node classification
(1)
structural information
(1)
earth mover distance
(1)
higher-order interaction
(1)
earth mover's distance
(1)
point cloud completion
(1)
point cloud representation
(1)
neural network
(1)
multi-token representation
(1)
auction algorithm
(1)
shape loss function
(1)
token-based representation
(1)
redundancy-free message flow
(1)
2-fwl test
(1)
Papers
Connectivity-Guided Sparsification of 2-FWL GNNs: Preserving Full Expressivity with Improved Efficiency
AAAI 2026
Tokenphormer: Structure-aware Multi-token Graph Transformer for Node Classification
AAAI 2025
A Computation-Aware Shape Loss Function for Point Cloud Completion
AAAI 2024
Redundancy-Free Message Passing for Graph Neural Networks
NeurIPS 2022