Beining Yang
5 papers · 2023–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(16)
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The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(4)
Architectures
(4)
Core Methods
(4)
Application Areas
(3)
Learning Types · Deep Learning
(3)
Computer Science
(2)
Optimization & Theory
(2)
Knowledge & Reasoning
(1)
Applications
(1)
Foundations
(1)
Learning Types · Machine Learning
(1)
Reasoning
(1)
Representation
(1)
Keywords
graph neural network
(4)
dataset condensation
(2)
graph condensation
(2)
graph dataset condensation
(2)
mutual information
(2)
information bottleneck
(1)
graph classification
(1)
self-supervised learning
(1)
graph representation learning
(1)
spectral analysis
(1)
graph structure learning
(1)
node classification
(1)
multi-scale learning
(1)
graph-level task
(1)
dataset compression
(1)
graph dataset
(1)
graph wavelet
(1)
quantum jensen shannon divergence
(1)
multi-scale graph
(1)
graph eigenbasis
(1)
Papers
Bi-Directional Multi-Scale Graph Dataset Condensation via Information Bottleneck
AAAI 2025
ST-GCond: Self-supervised and Transferable Graph Dataset Condensation
ICLR 2025
GC-Bench: An Open and Unified Benchmark for Graph Condensation
NeurIPS 2024
Does Graph Distillation See Like Vision Dataset Counterpart?
NeurIPS 2023
Self-Organization Preserved Graph Structure Learning with Principle of Relevant Information
AAAI 2023