Jae Hyuk Sung

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upvoted a paper 3 days ago

TIDE: Proactive Multi-Problem Discovery via Template-Guided Iteration

Paper • 2606.04743 • Published 5 days ago • 38

upvoted 2 papers 10 days ago

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

Paper • 2605.15726 • Published 24 days ago • 34

OmniRetrieval: Unified Retrieval across Heterogeneous Knowledge Sources

Paper • 2605.29250 • Published 11 days ago • 77

upvoted 2 papers 11 days ago

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

Paper • 2605.28775 • Published 12 days ago • 38

Agent Explorative Policy Optimization for Multimodal Agentic Reasoning

Paper • 2605.28774 • Published 12 days ago • 90

upvoted a paper 24 days ago

PREPING: Building Agent Memory without Tasks

Paper • 2605.13880 • Published 28 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