Co-Evolving LLM Decision and Skill Bank Agents for Long-Horizon Tasks Paper • 2604.20987 • Published 5 days ago • 17
LLaTiSA: Towards Difficulty-Stratified Time Series Reasoning from Visual Perception to Semantics Paper • 2604.17295 • Published 8 days ago • 81
Visual Reasoning through Tool-supervised Reinforcement Learning Paper • 2604.19945 • Published 6 days ago • 3
DR-Venus: Towards Frontier Edge-Scale Deep Research Agents with Only 10K Open Data Paper • 2604.19859 • Published 6 days ago • 47
LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model Paper • 2604.20796 • Published 5 days ago • 229
Speculative Decoding for Autoregressive Video Generation Paper • 2604.17397 • Published 8 days ago • 10
Multiplication in Multimodal LLMs: Computation with Text, Image, and Audio Inputs Paper • 2604.18203 • Published 7 days ago • 5
Training LLM Agents for Spontaneous, Reward-Free Self-Evolution via World Knowledge Exploration Paper • 2604.18131 • Published 7 days ago • 8
MultiWorld: Scalable Multi-Agent Multi-View Video World Models Paper • 2604.18564 • Published 7 days ago • 41
Learning Adaptive Reasoning Paths for Efficient Visual Reasoning Paper • 2604.14568 • Published 11 days ago • 8
(1D) Ordered Tokens Enable Efficient Test-Time Search Paper • 2604.15453 • Published 11 days ago • 18