Jae Hyuk Sung

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upvoted 2 papers 5 days ago

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

Paper • 2605.15726 • Published 19 days ago • 34

OmniRetrieval: Unified Retrieval across Heterogeneous Knowledge Sources

Paper • 2605.29250 • Published 6 days ago • 74

upvoted 2 papers 6 days ago

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

Paper • 2605.28775 • Published 7 days ago • 37

Agent Explorative Policy Optimization for Multimodal Agentic Reasoning

Paper • 2605.28774 • Published 7 days ago • 86

upvoted a paper 19 days ago

PREPING: Building Agent Memory without Tasks

Paper • 2605.13880 • Published 23 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