Ring-Zero: Scaling Zero RL to a Trillion Parameters for Emergent Reasoning Paper • 2607.12395 • Published 16 days ago • 99
MemSlides: A Hierarchical Memory Driven Agent Framework for Personalized Slide Generation with Multi-turn Local Revision Paper • 2606.17162 • Published Jun 15 • 177
StepPO: Step-Aligned Policy Optimization for Agentic Reinforcement Learning Paper • 2604.18401 • Published Jun 5 • 7
LiveBrowseComp: Are Search Agents Searching, or Just Verifying What They Already Know? Paper • 2605.28721 • Published May 27 • 18
WBench: A Comprehensive Multi-turn Benchmark for Interactive Video World Model Evaluation Paper • 2605.25874 • Published May 25 • 106
KVServe: Service-Aware KV Cache Compression for Communication-Efficient Disaggregated LLM Serving Paper • 2605.13734 • Published May 13 • 12
ChangeFlow -- Latent Rectified Flow for Change Detection in Remote Sensing Paper • 2605.15375 • Published May 14 • 5
CiteVQA: Benchmarking Evidence Attribution for Trustworthy Document Intelligence Paper • 2605.12882 • Published May 13 • 274
NanoResearch: Co-Evolving Skills, Memory, and Policy for Personalized Research Automation Paper • 2605.10813 • Published May 11 • 16
DiPO: Disentangled Perplexity Policy Optimization for Fine-grained Exploration-Exploitation Trade-Off Paper • 2604.13902 • Published Apr 15 • 62
Adam's Law: Textual Frequency Law on Large Language Models Paper • 2604.02176 • Published Apr 2 • 510
GrandCode: Achieving Grandmaster Level in Competitive Programming via Agentic Reinforcement Learning Paper • 2604.02721 • Published Apr 3 • 639
Salt: Self-Consistent Distribution Matching with Cache-Aware Training for Fast Video Generation Paper • 2604.03118 • Published Apr 3 • 6
DataFlex: A Unified Framework for Data-Centric Dynamic Training of Large Language Models Paper • 2603.26164 • Published Mar 27 • 365
Marco DeepResearch: Unlocking Efficient Deep Research Agents via Verification-Centric Design Paper • 2603.28376 • Published Mar 30 • 24
How Auditory Knowledge in LLM Backbones Shapes Audio Language Models: A Holistic Evaluation Paper • 2603.19195 • Published Mar 19 • 4
CARLA-Air: Fly Drones Inside a CARLA World -- A Unified Infrastructure for Air-Ground Embodied Intelligence Paper • 2603.28032 • Published Mar 30 • 344