Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling Paper • 2512.23959 • Published Dec 30, 2025 • 112
Parallel-R1: Towards Parallel Thinking via Reinforcement Learning Paper • 2509.07980 • Published Sep 9, 2025 • 106
HunyuanOCR-1.5: Making Lightweight OCR VLMs Faster and Better Paper • 2607.04884 • Published 4 days ago • 5
ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration Paper • 2511.21689 • Published Nov 26, 2025 • 129
LongLive: Real-time Interactive Long Video Generation Paper • 2509.22622 • Published Sep 26, 2025 • 190
GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization Paper • 2601.05242 • Published Jan 8 • 235
The Art of Scaling Reinforcement Learning Compute for LLMs Paper • 2510.13786 • Published Oct 15, 2025 • 34
VideoAuto-R1: Video Auto Reasoning via Thinking Once, Answering Twice Paper • 2601.05175 • Published Jan 8 • 38
The Path Not Taken: RLVR Provably Learns Off the Principals Paper • 2511.08567 • Published Nov 11, 2025 • 37
OneStory: Coherent Multi-Shot Video Generation with Adaptive Memory Paper • 2512.07802 • Published Dec 8, 2025 • 47
TruthRL: Incentivizing Truthful LLMs via Reinforcement Learning Paper • 2509.25760 • Published Sep 30, 2025 • 56
AnyTalker: Scaling Multi-Person Talking Video Generation with Interactivity Refinement Paper • 2511.23475 • Published Nov 28, 2025 • 43
Architecture Decoupling Is Not All You Need For Unified Multimodal Model Paper • 2511.22663 • Published Nov 27, 2025 • 29