Region-Level Policy Optimization for Fine-grained MLLM Perception Paper • 2609.19745 • Published 3 days ago • 16
When2Think: Learning Difficulty-Aware Length Control for Efficient Hybrid Reasoning Models Paper • 2609.19671 • Published 3 days ago • 18
Video DeltaNet: A Video-Native Hybrid Attention for Livestream Video Generation Paper • 2609.20744 • Published 3 days ago • 23
DeepSeek-V4.1-Flash: Pushing the Limits of KV Cache Compression Paper • 2609.19969 • Published 3 days ago • 91
SoL-Pi: Recursively Scaling Auto-Research Loops for Efficient Agent Harness Paper • 2609.20519 • Published 3 days ago • 68
CERA-MoA: Co-Evolving Routing Mechanisms with Continually Learning LLM Agents Paper • 2609.18779 • Published 4 days ago • 5
Flattening Every Memory Peak in Long-Context Mixture-of-Experts Training Paper • 2609.14306 • Published 7 days ago • 10
HypoEvolve: Genetic Algorithms Enable Multi-Agent LLMs to Discover Scientific Hypotheses Paper • 2609.15938 • Published 6 days ago • 25
EvolveTrade: Experience-Driven Policy Refinement for Self-Evolving LLM Trading Agents Paper • 2609.17632 • Published 5 days ago • 31
ScienceIDE: Turning World's Scientific Codebase into Agent Learnable Environments Paper • 2609.19134 • Published 4 days ago • 73
Continual Learning Mechanisms Compose for Long-Horizon Memorization Paper • 2609.06986 • Published 13 days ago • 335
Dynin-Robotics: Omnimodal Unified Diffusion Vision-Language-Action Model Paper • 2609.13053 • Published 9 days ago • 7
Pick Your Poison: Learning to Select Poison Sets for Stronger LLM Backdoor Attacks Paper • 2609.15029 • Published 6 days ago • 7
When Agents Slow Down: Understanding LLM Agents' Test-Time Strategies via Elo-per-token Analysis Paper • 2609.15309 • Published 6 days ago • 12
Discovery Foundation Models: Toward Open-Ended Discovery Intelligence Paper • 2609.15973 • Published 6 days ago • 31
LynnReal-Omni: Native multi-modal Video Generation for Agentic Visual Workflows Paper • 2609.15863 • Published 6 days ago • 52
PhysBrain 1.5: From Vision-Language Models to Physical Foundation Models Paper • 2609.14973 • Published 6 days ago • 168