Chenchen Zhang

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upvoted 3 papers 2 months ago

MMG2Skill: Can Agents Distill In-the-Wild Guides into Self-Evolving Skills?

Paper • 2606.01993 • Published Jun 1 • 16

Where Do Deep-Research Agents Go Wrong? Span-Level Error Localization in Agent Trajectories

Paper • 2606.02060 • Published Jun 1 • 58

TVIR: Building Deep Research Agents Towards Text--Visual Interleaved Report Generation

Paper • 2606.02320 • Published Jun 1 • 15

upvoted 2 papers 3 months ago

Solvita: Enhancing Large Language Models for Competitive Programming via Agentic Evolution

Paper • 2605.15301 • Published May 14 • 22

Reinforcement Learning for LLM-based Multi-Agent Systems through Orchestration Traces

Paper • 2605.02801 • Published May 4 • 9

upvoted 4 papers 4 months ago

WebCompass: Towards Multimodal Web Coding Evaluation for Code Language Models

Paper • 2604.18224 • Published Apr 20 • 22

ClawGUI: A Unified Framework for Training, Evaluating, and Deploying GUI Agents

Paper • 2604.11784 • Published Apr 13 • 143

CodeTracer: Towards Traceable Agent States

Paper • 2604.11641 • Published Apr 13 • 38

From Reasoning to Agentic: Credit Assignment in Reinforcement Learning for Large Language Models

Paper • 2604.09459 • Published Apr 13 • 14

upvoted 3 papers 8 months ago

KlingAvatar 2.0 Technical Report

Paper • 2512.13313 • Published Dec 15, 2025 • 44

Memory in the Age of AI Agents

Paper • 2512.13564 • Published Dec 15, 2025 • 160

NL2Repo-Bench: Towards Long-Horizon Repository Generation Evaluation of Coding Agents

Paper • 2512.12730 • Published Dec 14, 2025 • 52

upvoted 3 papers 9 months ago

DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Paper • 2512.02556 • Published Dec 2, 2025 • 272

From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence

Paper • 2511.18538 • Published Nov 23, 2025 • 306

DRIVE: Data Curation Best Practices for Reinforcement Learning with Verifiable Reward in Competitive Code Generation

Paper • 2511.06307 • Published Nov 9, 2025 • 53

upvoted 2 papers 10 months ago

ReLook: Vision-Grounded RL with a Multimodal LLM Critic for Agentic Web Coding

Paper • 2510.11498 • Published Oct 13, 2025 • 11

OmniVideoBench: Towards Audio-Visual Understanding Evaluation for Omni MLLMs

Paper • 2510.10689 • Published Oct 12, 2025 • 46

upvoted a paper 11 months ago

Reinforcement Learning on Pre-Training Data

Paper • 2509.19249 • Published Sep 23, 2025 • 67

upvoted 2 papers 12 months ago

TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling

Paper • 2508.17445 • Published Aug 24, 2025 • 80

MM-BrowseComp: A Comprehensive Benchmark for Multimodal Browsing Agents

Paper • 2508.13186 • Published Aug 14, 2025 • 21