Yicheng Pan
6 papers · 2022–2026 · 5 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(4)
🐝
Cross-Pollinator
(11)
Conferences
IJCAI (2)
AAAI (1)
ICML (1)
NAACL (1)
UAI (1)
Top co-authors
Keywords
structural entropy
(4)
representation learning
(1)
contrastive learning
(1)
reinforcement learning
(1)
graph classification
(1)
graph learning
(1)
self-supervised learning
(1)
hierarchical text classification
(1)
hierarchical clustering
(1)
community detection
(1)
message passing
(1)
shannon entropy
(1)
text encoder
(1)
hyperbolic space
(1)
coding tree
(1)
tree kernel
(1)
hierarchical reporting
(1)
hierarchical system
(1)
graph neural network
(1)
information theory
(1)
Papers
Hyperbolic Continuous Structural Entropy for Hierarchical Clustering
AAAI 2026
Hierarchical Overlapping Clustering on Graphs: Cost Function, Algorithm and Scalability
ICML 2025
A Survey of Structural Entropy: Theory, Methods, and Applications
IJCAI 2025
An Information-theoretic Perspective of Hierarchical Clustering on Graphs
UAI 2025
HILL: Hierarchy-aware Information Lossless Contrastive Learning for Hierarchical Text Classification
NAACL 2024
A Simple yet Effective Method for Graph Classification
IJCAI 2022