Author

Xuyao Huang

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Review Aug 2026

Argus: A General-Purpose Agentic Reasoning Runtime for Long-Horizon Tasks

Results show that a fixed-weight, self-evolving harness can revise, recover, and accumulate verified approaches while producing structured trajectories for future supervised and reinforcement learning.

Boxiu Li, Zimo Wen, Yijia Fan et al. · 2 citations · ⚡1

Preprint Jul 2026

CineMobile: On-Device Image-to-Video Diffusion for Cinematic Camera Motion Generation

CineMobile adopts a three-fold optimization strategy, leveraging a distillation-guided pruning approach to derive a compact yet efficient model that retains the essential video generation capabilities required for cinematic effects, demonstrating its practical applicability for mobile-based image-to-video creation.

Xuyao Huang, Zelai Deng, Xu Wang et al. · 0 citations