Jikun Kang

4 papers · 2022–2026 · 3 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 (11)

Venues

ACL (2) CoRL (1) ICML (1)

Top co-authors

Xue Liu (4) Haolun Wu (2) Ye Yuan (2) Linfeng Du (2) Zipeng Sun (2) Jie Fu (2) Xingdi Yuan (1) Abhinav Gupta (1) Emiliano Penaloza (1) Weixu Zhang (1)

Research topics

Machine Learning (4) Learning Types (3) Artificial Intelligence (2) Core AI (2) Deep Learning (1) Reinforcement Learning (1) Robotics (1) Application Areas (1) Capabilities (1) Methods (1) Optimization & Theory (1) Techniques (1)

Keywords

working memory (1) training efficiency (1) generalization (1) contextual bandit (1) decision transformer (1) mechanistic interpretability (1) retrieval-augmented generation (1) generation quality (1) user profile (1) automatic curriculum learning (1) model personalization (1) hyper network (1) robotic policy learning (1) preference head (1) multi objective curriculum (1) curriculum module (1) differential preference steering (1) preference contribution score (1) profile construction (1) adaptability (1)

Papers

Optimizing User Profiles via Contextual Bandits for Retrieval-Augmented LLM Personalization ACL 2026 Preference Heads in Large Language Models: A Mechanistic Framework for Interpretable Personalization ACL 2026 Think Before You Act: Decision Transformers with Working Memory ICML 2024 Learning Multi-Objective Curricula for Robotic Policy Learning CoRL 2022