ZhuofengLi

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upvoted a paper about 14 hours ago

SAF-OPD: Stable Advantage Fusion for On-Policy Distillation

Paper • 2607.29209 • Published 4 days ago • 28

upvoted a paper 6 days ago

A New Role for Relevance: Guiding Corpus Interaction in Agentic Search

Paper • 2607.24223 • Published 8 days ago • 93

upvoted a paper about 2 months ago

Dr-DCI: Scaling Direct Corpus Interaction via Dynamic Workspace Expansion

Paper • 2606.14885 • Published Jun 12 • 12

upvoted a collection about 2 months ago

QUEST

Collection

17 items • Updated Jul 1 • 25

upvoted 2 papers 2 months ago

Harness-1: Reinforcement Learning for Search Agents with State-Externalizing Harnesses

Paper • 2606.02373 • Published Jun 1 • 60

Masking Stale Observations Helps Search Agents -- Until It Doesn't: A Regime Map and Its Mechanism

Paper • 2606.00408 • Published May 29 • 65

upvoted 5 papers 3 months ago

WorldReasonBench: Human-Aligned Stress Testing of Video Generators as Future World-State Predictors

Paper • 2605.10434 • Published May 11 • 29

Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction

Paper • 2605.05242 • Published May 3 • 127

Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling

Paper • 2604.28185 • Published Apr 30 • 92

Recursive Multi-Agent Systems

Paper • 2604.25917 • Published Apr 28 • 287

Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation

Paper • 2604.24763 • Published Apr 27 • 71

upvoted 4 papers 4 months ago

ClawBench: Can AI Agents Complete Everyday Online Tasks?

Paper • 2604.08523 • Published Apr 9 • 265

Watch Before You Answer: Learning from Visually Grounded Post-Training

Paper • 2604.05117 • Published Apr 6 • 36

ImagenWorld: Stress-Testing Image Generation Models with Explainable Human Evaluation on Open-ended Real-World Tasks

Paper • 2603.27862 • Published Mar 29 • 33

OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis

Paper • 2603.20278 • Published Mar 17 • 102

upvoted a collection 6 months ago

MMMU

Collection

MMMU Dataset • 2 items • Updated Feb 11 • 1

upvoted a paper 6 months ago

Dr. MAS: Stable Reinforcement Learning for Multi-Agent LLM Systems

Paper • 2602.08847 • Published Feb 9 • 29

upvoted a collection 6 months ago

OpenResearcher

Collection

OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis • 8 items • Updated Mar 24 • 18

upvoted a paper 6 months ago

Context Forcing: Consistent Autoregressive Video Generation with Long Context

Paper • 2602.06028 • Published Feb 5 • 36

upvoted a paper 9 months ago

VisCoder2: Building Multi-Language Visualization Coding Agents

Paper • 2510.23642 • Published Oct 24, 2025 • 22