Chanuk Lee

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upvoted a paper 13 minutes ago

EvoDuet: Bilevel Co-Evolution of Web Searching and Task Solving for Scientific Discovery

Paper • 2609.40340 • Published 1 day ago • 30

upvoted a paper about 20 hours ago

Follow the Entities: A Corpus Map for Agentic Search

Paper • 2609.37226 • Published 2 days ago • 76

upvoted a paper 1 day ago

ProgramDistill: From Interactive Web Apps to Verifiable Reference-Guided SWE Tasks

Paper • 2609.18805 • Published 15 days ago • 67

upvoted 3 papers 2 days ago

FrogNano: Training a 4B Coding Agent via Online Task Synthesis

Paper • 2609.07925 • Published 24 days ago • 7

Knowing When Thinking Is Not Enough: Teaching Small Reasoning Models to Reason Beyond Their Parametric Knowledge

Paper • 2609.34327 • Published 3 days ago • 36

Surprising Success, Repeated Failure: Entropy-Guided Credit Assignment for Exploration in LLM Reasoning

Paper • 2609.33781 • Published 4 days ago • 33

upvoted a paper 9 days ago

Reasoning Cache: Continual Improvement Over Long Horizons via Short-Horizon RL

Paper • 2602.03773 • Published Feb 3 • 15

upvoted 3 papers 10 days ago

SpatialBlock: Enhancing Spatial Intelligence in LVLMs via Synthetic Block-Stacking Problem

Paper • 2609.07064 • Published 24 days ago • 147

Eliciting Weak-to-Strong Generalization with On-Policy Reverse Distillation

Paper • 2609.08798 • Published 23 days ago • 84

RetireOPD: Self-Retiring On-Policy Distillation for Agentic Reinforcement Learning

Paper • 2609.20784 • Published 14 days ago • 57

upvoted a paper 14 days ago

EvolveTrade: Experience-Driven Policy Refinement for Self-Evolving LLM Trading Agents

Paper • 2609.17632 • Published 16 days ago • 46

upvoted a paper 15 days ago

Atria Dawn: The Dawn of Agentic Superintelligence

Paper • 2609.15818 • Published 17 days ago • 432

upvoted a paper 19 days ago

SPADE: Self-Play in Adaptive Synthetic Executable Environments

Paper • 2608.19197 • Published Aug 19 • 54

upvoted a paper 24 days ago

Beneath the Surface of Chains-of-Thought: A Mechanistic Interpretation of Reasoning Operations in LLMs

Paper • 2609.04753 • Published 27 days ago • 16

upvoted 2 papers 26 days ago

Terminal-Universe: Turning Agent Trajectories into Scalable Terminal Environments

Paper • 2609.04148 • Published 28 days ago • 248

HarnessDev: Can LLMs Create and Evolve Their Own Agent Harness?

Paper • 2609.01437 • Published about 1 month ago • 222

upvoted a paper 27 days ago

Repo-To-Skill: Distilling GitHub Repositories Into AI4AI Skills

Paper • 2609.02749 • Published 29 days ago • 407

upvoted 2 papers 29 days ago

Multi-Turn On-Policy Distillation with Prefix Replay

Paper • 2607.04763 • Published Jul 16 • 13

SHAPE of Chain-of-Thought in Math Reasoning

Paper • 2608.28600 • Published Jun 28 • 31

upvoted a paper 30 days ago

Super Library Agent: Joint Generation and Maintenance of Multiple Applications Beyond the Single Codebase

Paper • 2608.29310 • Published Aug 29 • 29