Junseok Park

4 papers · 2021–2026 · 2 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 (12) 🐣 Hot Topic Early Bird

Venues

AAAI (3) EMNLP (1)

Top co-authors

Byoung-tak Zhang (3) Won-Seok Choi (2) Deunsol Yoon (1) Kibeom Kim (1) Hyundo Lee (1) Hee bin Yoo (1) Heeyeon Koo (1) Gi-Cheon Kang (1) Woohyung Lim (1) Whiyoung Jung (1)

Research topics

Machine Learning (3) Learning Types (3) Artificial Intelligence (2) Reinforcement Learning (2) Core AI (2) Methods (2) Application Areas (1) Applications (1) Core Methods (1) Optimization & Theory (1)

Keywords

reinforcement learning (2) sample efficiency (1) policy optimization (1) graph learning (1) self-supervised learning (1) knowledge distillation (1) working memory (1) visual dialog (1) class imbalance (1) semantic structure (1) sparse reward (1) pseudo label (1) feature extractor (1) sparse graph (1) industrial automation (1) multi-agent system (1) active data filtering (1) distinctiveness information (1) behavior simulation (1) simulation platform (1)

Papers

RAPID: A Rapid Prototyping Platform for Industrial Automation AAAI 2026 DUEL: Duplicate Elimination on Active Memory for Self-Supervised Class-Imbalanced Learning AAAI 2024 Unveiling the Significance of Toddler-Inspired Reward Transition in Goal-Oriented Reinforcement Learning AAAI 2024 Reasoning Visual Dialog with Sparse Graph Learning and Knowledge Transfer EMNLP 2021