O-Researcher: An Open Ended Deep Research Model via Multi-Agent Distillation and Agentic RL Paper • 2601.03743 • Published Jan 7 • 3
A Self-Evolving Framework for Efficient Terminal Agents via Observational Context Compression Paper • 2604.19572 • Published 17 days ago • 21
A Self-Evolving Framework for Efficient Terminal Agents via Observational Context Compression Paper • 2604.19572 • Published 17 days ago • 21
A Self-Evolving Framework for Efficient Terminal Agents via Observational Context Compression Paper • 2604.19572 • Published 17 days ago • 21
From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence Paper • 2511.18538 • Published Nov 23, 2025 • 304
InCoder-32B-Thinking: Industrial Code World Model for Thinking Paper • 2604.03144 • Published Apr 3 • 233
InCoder-32B: Code Foundation Model for Industrial Scenarios Paper • 2603.16790 • Published Mar 17 • 311
EcoGym: Evaluating LLMs for Long-Horizon Plan-and-Execute in Interactive Economies Paper • 2602.09514 • Published Feb 10 • 11
Large-Scale Terminal Agentic Trajectory Generation from Dockerized Environments Paper • 2602.01244 • Published Feb 1 • 16
NL2Repo-Bench: Towards Long-Horizon Repository Generation Evaluation of Coding Agents Paper • 2512.12730 • Published Dec 14, 2025 • 52
How Far Are We from Genuinely Useful Deep Research Agents? Paper • 2512.01948 • Published Dec 1, 2025 • 58
How Far Are We from Genuinely Useful Deep Research Agents? Paper • 2512.01948 • Published Dec 1, 2025 • 58
Towards Faithful and Controllable Personalization via Critique-Post-Edit Reinforcement Learning Paper • 2510.18849 • Published Oct 21, 2025 • 21
Scaling Instruction-Based Video Editing with a High-Quality Synthetic Dataset Paper • 2510.15742 • Published Oct 17, 2025 • 52