EVOKE: Eliciting World Knowledge in Agents for Transferable Decision-Making Paper • 2609.38334 • Published 4 days ago • 69
SAKI: Maximal-Coupling-Routed Teacher Supervision for On-Policy Distillation Paper • 2609.36601 • Published 4 days ago • 88
What Makes Good Agentic Data? An ACE Lens on Data Generation for LLM Agents Paper • 2608.27260 • Published Aug 27 • 74
Unlocking the Potential of Image Editing via Concept Scaling and Dense Supervision Paper • 2608.16812 • Published Aug 17 • 50
HarnessOpt-Bench: Evaluating LLMs at Harness Optimization Paper • 2608.06301 • Published Aug 6 • 36 • 3
EffectLearner: World-Aware Object-Effect Reasoning for Real-World Video Object Removal Paper • 2608.05565 • Published Aug 6 • 23
PCSD: Persistent Consistency for Self-Distillation in Agentic Reinforcement Learning Paper • 2608.01837 • Published Aug 3 • 40
Progressive Agent Skill Generation via Reinforcement Learning Paper • 2608.01678 • Published Aug 3 • 60
From Proprietary to Open-Source: Bridging the Distribution Gap via Multi-Agent Protocol Distillation in Agentic Search Paper • 2607.24280 • Published Jul 27 • 85
Mage-Flow: An Efficient Native-Resolution Foundation Model for Image Generation and Editing Paper • 2607.19064 • Published Jul 21 • 78
CiteAudit: You Cited It, But Did You Read It? A Benchmark for Verifying Scientific References in the LLM Era Paper • 2602.23452 • Published Feb 26 • 18
DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models Paper • 2512.02556 • Published Dec 2, 2025 • 274
Agent0-VL: Exploring Self-Evolving Agent for Tool-Integrated Vision-Language Reasoning Paper • 2511.19900 • Published Nov 25, 2025 • 49
Multi-Agent Deep Research: Training Multi-Agent Systems with M-GRPO Paper • 2511.13288 • Published Nov 17, 2025 • 19