SkillRise: Agentic Reinforcement Learning for Cross-Task Skill Evolution Paper • 2607.26784 • Published 2 days ago • 24
Multi-Head Latent Control: A Unified Interface for LLM Agent Decision Making Paper • 2607.14277 • Published 16 days ago • 10
A Frozen 12B Beats Frontier Models on Verified Work: 100% Accuracy, 0 Tokens, Bit-Exact, Forever Paper • 2607.23806 • Published 5 days ago • 7
Sol-Attn: Accelerating Video Generation Inference via On-the-Fly Attention Sparsification Paper • 2607.24027 • Published 4 days ago • 34
IDEAgent: Agentic Quality-Diversity Search for Research Idea Generation Paper • 2607.22375 • Published 7 days ago • 9
Interactive Training 2: Auditable Control Plane for Live Model Training Paper • 2607.18314 • Published 14 days ago • 20
Agentic Context Management: Solving Agent Memory and Cost by Treating Them as Lifecycle and Architecture Problems Paper • 2607.21503 • Published 8 days ago • 24
Molt: A Scalable PyTorch-Native Training Framework for Agentic Reinforcement Learning Paper • 2607.21653 • Published 9 days ago • 30
Skill Self-Play: Pushing the Frontier of LLM Capability with Co-Evolving Skills Paper • 2607.22529 • Published 7 days ago • 47
Stepwise Reasoning Enhancement for LLMs via External Subgraph Generation Paper • 2606.04454 • Published Jun 3 • 1
DeLIVeR: Decomposed Learning for Information-grounded Veracity Recognition via Reinforced Knowledge Graph Exploration Paper • 2607.17935 • Published 11 days ago • 1
Efficient Retrieval-Augmented Generation via Token Co-occurrence Graphs Paper • 2606.30093 • Published Jun 29 • 1
All Relations Lead to Rome: Automated Knowledge Graph Creation and Question Generation Paper • 2606.22645 • Published Jun 21 • 1