BrowserAgent: Building Web Agents with Human-Inspired Web Browsing Actions Paper • 2510.10666 • Published Oct 12, 2025 • 27
UniVideo: Unified Understanding, Generation, and Editing for Videos Paper • 2510.08377 • Published Oct 9, 2025 • 71
In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Paper • 2510.05592 • Published Oct 7, 2025 • 106
A Rigorous Benchmark with Multidimensional Evaluation for Deep Research Agents: From Answers to Reports Paper • 2510.02190 • Published Oct 2, 2025 • 18
VideoScore2: Think before You Score in Generative Video Evaluation Paper • 2509.22799 • Published Sep 26, 2025 • 25
Critique-Coder: Enhancing Coder Models by Critique Reinforcement Learning Paper • 2509.22824 • Published Sep 26, 2025 • 20
Reverse-Engineered Reasoning for Open-Ended Generation Paper • 2509.06160 • Published Sep 7, 2025 • 150
VerlTool: Towards Holistic Agentic Reinforcement Learning with Tool Use Paper • 2509.01055 • Published Sep 1, 2025 • 76
VisCoder: Fine-Tuning LLMs for Executable Python Visualization Code Generation Paper • 2506.03930 • Published Jun 4, 2025 • 26
Unleashing the Reasoning Potential of Pre-trained LLMs by Critique Fine-Tuning on One Problem Paper • 2506.03295 • Published Jun 3, 2025 • 17
StructEval: Benchmarking LLMs' Capabilities to Generate Structural Outputs Paper • 2505.20139 • Published May 26, 2025 • 19
Pixel Reasoner: Incentivizing Pixel-Space Reasoning with Curiosity-Driven Reinforcement Learning Paper • 2505.15966 • Published May 21, 2025 • 53
QuickVideo: Real-Time Long Video Understanding with System Algorithm Co-Design Paper • 2505.16175 • Published May 22, 2025 • 41
VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning Paper • 2504.08837 • Published Apr 10, 2025 • 43
VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search Paper • 2503.10582 • Published Mar 13, 2025 • 24
ScholarCopilot: Training Large Language Models for Academic Writing with Accurate Citations Paper • 2504.00824 • Published Apr 1, 2025 • 43
MoCha: Towards Movie-Grade Talking Character Synthesis Paper • 2503.23307 • Published Mar 30, 2025 • 138