Shangzhe Li
6 papers · 2022–2026 · 4 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
🗺️
Taxonomy Completionist
(15)
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Machine Learning
(6)
Core Methods
(4)
Deep Learning
(3)
Learning Types · Machine Learning
(3)
Architectures
(2)
Artificial Intelligence
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Robotics
(1)
Application Areas
(1)
Applications
(1)
Capabilities
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Keywords
structural entropy
(4)
graph classification
(3)
representation learning
(2)
graph neural network
(2)
information bottleneck
(1)
graph clustering
(1)
self-supervised learning
(1)
knowledge distillation
(1)
hierarchical text classification
(1)
message passing
(1)
unsupervised representation learning
(1)
node classification
(1)
high-dimensional observation
(1)
graph information bottleneck
(1)
text encoder
(1)
hierarchical pooling
(1)
graph contrastive learning
(1)
coding tree
(1)
tree kernel
(1)
hierarchical reporting
(1)
Papers
Language Model Distillation: A Temporal Difference Imitation Learning Perspective
AAAI 2026
Reward-free World Models for Online Imitation Learning
ICML 2025
HILL: Hierarchy-aware Information Lossless Contrastive Learning for Hierarchical Text Classification
NAACL 2024
SEGA: Structural Entropy Guided Anchor View for Graph Contrastive Learning
ICML 2023
A Simple yet Effective Method for Graph Classification
IJCAI 2022
Structural Entropy Guided Graph Hierarchical Pooling
ICML 2022