GEMS: Agent-Native Multimodal Generation with Memory and Skills Paper • 2603.28088 • Published 6 days ago • 81
Think Longer to Explore Deeper: Learn to Explore In-Context via Length-Incentivized Reinforcement Learning Paper • 2602.11748 • Published Feb 12 • 35
P1-VL: Bridging Visual Perception and Scientific Reasoning in Physics Olympiads Paper • 2602.09443 • Published Feb 10 • 59
Dr. Kernel: Reinforcement Learning Done Right for Triton Kernel Generations Paper • 2602.05885 • Published Feb 5 • 28
AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning Paper • 2601.18631 • Published Jan 26 • 48
DiffThinker: Towards Generative Multimodal Reasoning with Diffusion Models Paper • 2512.24165 • Published Dec 30, 2025 • 52
VisAidMath: Benchmarking Visual-Aided Mathematical Reasoning Paper • 2410.22995 • Published Oct 30, 2024 • 3
TiViBench: Benchmarking Think-in-Video Reasoning for Video Generative Models Paper • 2511.13704 • Published Nov 17, 2025 • 44
P1: Mastering Physics Olympiads with Reinforcement Learning Paper • 2511.13612 • Published Nov 17, 2025 • 134
VideoSSR: Video Self-Supervised Reinforcement Learning Paper • 2511.06281 • Published Nov 9, 2025 • 25
Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm Paper • 2511.04570 • Published Nov 6, 2025 • 242
ThinkMorph: Emergent Properties in Multimodal Interleaved Chain-of-Thought Reasoning Paper • 2510.27492 • Published Oct 30, 2025 • 87
VisAidMath: Benchmarking Visual-Aided Mathematical Reasoning Paper • 2410.22995 • Published Oct 30, 2024 • 3
DetectRL: Benchmarking LLM-Generated Text Detection in Real-World Scenarios Paper • 2410.23746 • Published Oct 31, 2024 • 1
Who Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScore Paper • 2405.04286 • Published May 7, 2024
Are Large Reasoning Models Good Translation Evaluators? Analysis and Performance Boost Paper • 2510.20780 • Published Oct 23, 2025 • 5