Chenyu Zhou

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upvoted 2 papers about 1 month ago

Ask Before You Optimize: Dynamic Pre-Formulation Clarification for Interactive Optimization

Paper • 2609.05258 • Published Sep 4 • 20

What Makes Good Agentic Data? An ACE Lens on Data Generation for LLM Agents

Paper • 2608.27260 • Published Aug 27 • 74

upvoted 2 papers 2 months ago

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation

Paper • 2607.28590 • Published Jul 30 • 46

Group Sequence Policy Optimization

Paper • 2507.18071 • Published Jul 24, 2025 • 323

upvoted 2 papers 4 months ago

LatentSkill: From In-Context Textual Skills to In-Weight Latent Skills for LLM Agents

Paper • 2606.06087 • Published Jun 4 • 68

OR-Space: A Full-Lifecycle Workspace Benchmark for Industrial Optimization Agents

Paper • 2605.28158 • Published May 27 • 5

upvoted 3 papers 6 months ago

Auto-Formulating Dynamic Programming Problems with Large Language Models

Paper • 2507.11737 • Published Apr 1 • 1

Turing Test on Screen: A Benchmark for Mobile GUI Agent Humanization

Paper • 2604.09574 • Published Feb 24 • 31

Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering

Paper • 2604.08224 • Published Apr 9 • 51

upvoted 2 papers 7 months ago

StepORLM: A Self-Evolving Framework With Generative Process Supervision For Operations Research Language Models

Paper • 2509.22558 • Published Sep 26, 2025 • 4

MuonRec: Shifting the Optimizer Paradigm Beyond Adam in Scalable Generative Recommendation

Paper • 2603.00416 • Published Feb 28 • 21