Jae Hyuk Sung

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upvoted a paper about 13 hours ago

Nudging Beyond the Comfort Zone: Efficient Strategy-Guided Exploration for RLVR

Paper • 2605.15726 • Published 15 days ago • 34

upvoted a paper about 15 hours ago

OmniRetrieval: Unified Retrieval across Heterogeneous Knowledge Sources

Paper • 2605.29250 • Published 2 days ago • 52

upvoted 2 papers 1 day ago

Learn from Weaknesses: Automated Domain Specialization for Small Computer-Use Agents

Paper • 2605.28775 • Published 3 days ago • 34

Agent Explorative Policy Optimization for Multimodal Agentic Reasoning

Paper • 2605.28774 • Published 3 days ago • 76

upvoted a paper 14 days ago

PREPING: Building Agent Memory without Tasks

Paper • 2605.13880 • Published 19 days ago • 28

upvoted a paper 2 months ago

T-MAP: Red-Teaming LLM Agents with Trajectory-aware Evolutionary Search

Paper • 2603.22341 • Published Mar 21 • 37

upvoted 2 papers 8 months ago

ACON: Optimizing Context Compression for Long-horizon LLM Agents

Paper • 2510.00615 • Published Oct 1, 2025 • 35

Rethinking Reward Models for Multi-Domain Test-Time Scaling

Paper • 2510.00492 • Published Oct 1, 2025 • 28