Unlocking Implicit Experience: Synthesizing Tool-Use Trajectories from Text Paper • 2601.10355 • Published 14 days ago • 38
Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning Paper • 2601.06943 • Published 18 days ago • 208
MiroThinker: Pushing the Performance Boundaries of Open-Source Research Agents via Model, Context, and Interactive Scaling Paper • 2511.11793 • Published Nov 14, 2025 • 186
Agentic Policy Optimization via Instruction-Policy Co-Evolution Paper • 2512.01945 • Published Dec 1, 2025 • 4
From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence Paper • 2511.18538 • Published Nov 23, 2025 • 294
UltraFlux: Data-Model Co-Design for High-quality Native 4K Text-to-Image Generation across Diverse Aspect Ratios Paper • 2511.18050 • Published Nov 22, 2025 • 38
WorldGen: From Text to Traversable and Interactive 3D Worlds Paper • 2511.16825 • Published Nov 20, 2025 • 24
AutoEnv: Automated Environments for Measuring Cross-Environment Agent Learning Paper • 2511.19304 • Published Nov 24, 2025 • 91
Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning Paper • 2511.16043 • Published Nov 20, 2025 • 109
Reasoning via Video: The First Evaluation of Video Models' Reasoning Abilities through Maze-Solving Tasks Paper • 2511.15065 • Published Nov 19, 2025 • 77
P1: Mastering Physics Olympiads with Reinforcement Learning Paper • 2511.13612 • Published Nov 17, 2025 • 134
ThinkMorph: Emergent Properties in Multimodal Interleaved Chain-of-Thought Reasoning Paper • 2510.27492 • Published Oct 30, 2025 • 85
OS-Sentinel: Towards Safety-Enhanced Mobile GUI Agents via Hybrid Validation in Realistic Workflows Paper • 2510.24411 • Published Oct 28, 2025 • 72
JanusCoder: Towards a Foundational Visual-Programmatic Interface for Code Intelligence Paper • 2510.23538 • Published Oct 27, 2025 • 97
E^2Rank: Your Text Embedding can Also be an Effective and Efficient Listwise Reranker Paper • 2510.22733 • Published Oct 26, 2025 • 32
InteractComp: Evaluating Search Agents With Ambiguous Queries Paper • 2510.24668 • Published Oct 28, 2025 • 98
A Survey of Data Agents: Emerging Paradigm or Overstated Hype? Paper • 2510.23587 • Published Oct 27, 2025 • 67
Less is More: Recursive Reasoning with Tiny Networks Paper • 2510.04871 • Published Oct 6, 2025 • 506