Author

Wenhao Yan

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Preprint Aug 2026

AutoDesign: Meta-Harness Optimization for Long-Horizon Agentic Design

Transforming multimodal sources into condensed and structured media outputs can be fundamentally conceptualized as a long-horizon agentic process centered on a model-harness system. While an ideal harness system should align with human design priors and accumulate reusable experience through empirical exploration to dr...

Yaxin Luo, Hao-Bin Jiang, Jialv Zou et al. · 6 citations

Preprint Aug 2026

How Much Regularization Survives Averaging? Update Masking in Federated Learning

It is proved that when each client draws its own mask, federated averaging weakens that charge by exactly the cohort size, and that giving every client the same mask brings it back by a factor equal to the inverse gradient diversity of the cohort.

Wenhao Yan, Fu Kuroda, Yu-Cheng Jin et al. · 0 citations

Jul 2026

VideoCoCo: Code-as-CoT for Physically-Consistent Video Generation via an Agentic Dual-Engine System

VideoCoCo, an agentic dual-engine framework in which executable Blender code serves as a process-level chain of thought, demonstrates that executable code provides an effective, controllable, and inspectable intermediate representation for physically consistent video generation.

Haodong Li, Tianfei Ren, Xiaoxiao Ma et al. · arXiv.org · 8 citations