InteractiveWorld: A Verifiable Human-Centric Environment for Building Better Interactive MLLM Assistants Paper • 2610.33966 • Published 6 days ago • 128
Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond Paper • 2604.22748 • Published Apr 24 • 159
KnowRL: Boosting LLM Reasoning via Reinforcement Learning with Minimal-Sufficient Knowledge Guidance Paper • 2604.12627 • Published Apr 14 • 68
InCoder-32B-Thinking: Industrial Code World Model for Thinking Paper • 2604.03144 • Published Apr 3 • 143
SAMA: Factorized Semantic Anchoring and Motion Alignment for Instruction-Guided Video Editing Paper • 2603.19228 • Published Mar 19 • 39
QuantaAlpha: An Evolutionary Framework for LLM-Driven Alpha Mining Paper • 2602.07085 • Published Feb 6 • 101
Idea2Story: An Automated Pipeline for Transforming Research Concepts into Complete Scientific Narratives Paper • 2601.20833 • Published Jan 28 • 135
TwinBrainVLA: Unleashing the Potential of Generalist VLMs for Embodied Tasks via Asymmetric Mixture-of-Transformers Paper • 2601.14133 • Published Jan 20 • 46
Live Avatar: Streaming Real-time Audio-Driven Avatar Generation with Infinite Length Paper • 2512.04677 • Published Dec 4, 2025 • 134
TrajSelector: Harnessing Latent Representations for Efficient and Effective Best-of-N in Large Reasoning Model Paper • 2510.16449 • Published Oct 18, 2025 • 19
VF-Eval: Evaluating Multimodal LLMs for Generating Feedback on AIGC Videos Paper • 2505.23693 • Published May 29, 2025 • 35
The Stochastic Parrot on LLM's Shoulder: A Summative Assessment of Physical Concept Understanding Paper • 2502.08946 • Published Feb 13, 2025 • 131