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cs.AI2026
From Interaction Traces to Persistent Skills: Online Evolution for Computer-Use Agents
Longtao Hu, Xiao Liang, Linchao Zhu
Computer-use agents can execute increasingly complex tasks in graphical interfaces, but their interaction experience is typically transient: procedural knowledge acquired from one…
cs.CV2026
GPD: Guided Progressive Distillation for Fast and High-Quality Video Generation
Xiao Liang, Yunzhu Zhang, Linchao Zhu
Diffusion models have achieved remarkable success in video generation; however, the high computational cost of the denoising process remains a major bottleneck. Existing approaches…