RULER: Instance-aware Rubric Rewards for SVG Generation Paper • 2609.25270 • Published 20 days ago • 104
SAS: Simple Attention Sparsification via End-to-End Optimization of Context Ranking Paper • 2609.13141 • Published 30 days ago • 69
T1: Terminal Agent Reinforcement Learning for Long-Horizon Tasks Paper • 2609.11042 • Published about 1 month ago • 65
PARSER: Read in Parallel, Reason in Depth for Long-Context LLM Agents Paper • 2609.06702 • Published Sep 6 • 26
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Paper • 2607.02980 • Published Jul 3 • 85
Search-R2: Enhancing Search-Integrated Reasoning via Actor-Refiner Collaboration Paper • 2602.03647 • Published Feb 3 • 8
Low-probability Tokens Sustain Exploration in Reinforcement Learning with Verifiable Reward Paper • 2510.03222 • Published Oct 3, 2025 • 76
MathCanvas: Intrinsic Visual Chain-of-Thought for Multimodal Mathematical Reasoning Paper • 2510.14958 • Published Oct 16, 2025 • 23