LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts Paper • 2510.19363 • Published Oct 22 • 61
AIonopedia: an LLM agent orchestrating multimodal learning for ionic liquid discovery Paper • 2511.11257 • Published 25 days ago • 24
Every Attention Matters: An Efficient Hybrid Architecture for Long-Context Reasoning Paper • 2510.19338 • Published Oct 22 • 114
Efficient Long-context Language Model Training by Core Attention Disaggregation Paper • 2510.18121 • Published Oct 20 • 121
Reasoning with Sampling: Your Base Model is Smarter Than You Think Paper • 2510.14901 • Published Oct 16 • 47
DeepAgent: A General Reasoning Agent with Scalable Toolsets Paper • 2510.21618 • Published Oct 24 • 99
D2E: Scaling Vision-Action Pretraining on Desktop Data for Transfer to Embodied AI Paper • 2510.05684 • Published Oct 7 • 141
Lumina-DiMOO: An Omni Diffusion Large Language Model for Multi-Modal Generation and Understanding Paper • 2510.06308 • Published Oct 7 • 53
In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Paper • 2510.05592 • Published Oct 7 • 105
Where LLM Agents Fail and How They can Learn From Failures Paper • 2509.25370 • Published Sep 29 • 11