Seung-Woo Seo
7 papers · 2020–2025 · 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
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(20)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(7)
Learning Types · Machine Learning
(6)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Reinforcement Learning
(2)
Applications
(2)
Architectures
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Application Areas
(1)
Learning Paradigms
(1)
Methods
(1)
Models
(1)
Techniques
(1)
Keywords
contrastive learning
(3)
reinforcement learning
(3)
graph neural network
(2)
self-supervised learning
(2)
multi-task learning
(1)
imitation learning
(1)
transfer learning
(1)
hierarchical learning
(1)
attention mechanism
(1)
knowledge transfer
(1)
mutual information
(1)
skill discovery
(1)
policy recovery
(1)
mutual information maximization
(1)
state transition
(1)
out-of-distribution detection
(1)
skill learning
(1)
skill abstraction
(1)
molecular representation
(1)
sequence-to-sequence model
(1)
Papers
Dynamic Contrastive Skill Learning with State-Transition Based Skill Clustering and Dynamic Length Adjustment
ICLR 2025
Long-Tailed Recognition by Mutual Information Maximization between Latent Features and Ground-Truth Labels
ICML 2023
SeRO: Self-Supervised Reinforcement Learning for Recovery from Out-of-Distribution Situations
IJCAI 2023
Unsupervised Skill Discovery for Learning Shared Structures across Changing Environments
ICML 2023
GTA: Graph Truncated Attention for Retrosynthesis
AAAI 2021
RetCL: A Selection-based Approach for Retrosynthesis via Contrastive Learning
IJCAI 2021
Learning Compound Tasks without Task-specific Knowledge via Imitation and Self-supervised Learning
ICML 2020