Seung-Woo Seo
7 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4) π Academic Marathon (5)
π
Cross-Pollinator
(12)
πΊοΈ
Taxonomy Completionist
(22)
Conferences
ICML (3)
IJCAI (2)
AAAI (1)
ICLR (1)
Top co-authors
Keywords
reinforcement learning
(2)
graph neural network
(2)
self-supervised learning
(2)
contrastive 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)
out-of-distribution detection
(1)
molecular representation
(1)
sequence-to-sequence model
(1)
changing environment
(1)
hierarchical task
(1)
retrosynthesis prediction
(1)
Papers
Dynamic Contrastive Skill Learning with State-Transition Based Skill Clustering and Dynamic Length Adjustment
ICLR 2025
Unsupervised Skill Discovery for Learning Shared Structures across Changing Environments
ICML 2023
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
RetCL: A Selection-based Approach for Retrosynthesis via Contrastive Learning
IJCAI 2021
GTA: Graph Truncated Attention for Retrosynthesis
AAAI 2021
Learning Compound Tasks without Task-specific Knowledge via Imitation and Self-supervised Learning
ICML 2020