Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond Paper • 2604.22748 • Published 4 days ago • 158
Co-Evolving LLM Decision and Skill Bank Agents for Long-Horizon Tasks Paper • 2604.20987 • Published 6 days ago • 20
LLaTiSA: Towards Difficulty-Stratified Time Series Reasoning from Visual Perception to Semantics Paper • 2604.17295 • Published 9 days ago • 84
Visual Reasoning through Tool-supervised Reinforcement Learning Paper • 2604.19945 • Published 7 days ago • 4
DR-Venus: Towards Frontier Edge-Scale Deep Research Agents with Only 10K Open Data Paper • 2604.19859 • Published 7 days ago • 49
LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model Paper • 2604.20796 • Published 6 days ago • 232
Speculative Decoding for Autoregressive Video Generation Paper • 2604.17397 • Published 9 days ago • 10
Multiplication in Multimodal LLMs: Computation with Text, Image, and Audio Inputs Paper • 2604.18203 • Published 8 days ago • 6
Training LLM Agents for Spontaneous, Reward-Free Self-Evolution via World Knowledge Exploration Paper • 2604.18131 • Published 8 days ago • 9
MultiWorld: Scalable Multi-Agent Multi-View Video World Models Paper • 2604.18564 • Published 8 days ago • 43
Learning Adaptive Reasoning Paths for Efficient Visual Reasoning Paper • 2604.14568 • Published 12 days ago • 8