الباحثون

Xiaoyang Huang

المنشورات 2

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NeurDuo-EEG: A Long-Sequence EEG Foundation Model with Persistent State and Explicit Memory

Yifan Wang, Haiping Liu, Yang Cui وآخرون · 2026

Electroencephalography (EEG) is recorded continuously over hours, with relevant dynamics spanning timescales from milliseconds to hours. Most EEG foundation models nevertheless process fixed windows independently, limiting their ability to capture information encoded in long-timescale dynamics. State-space architecture …

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Geometry as Address: Routing Attention to Visual Memory for Long-Horizon Camera-Controlled Video Generation

Zesong Yang, Weikai Chen, Liyuan Cui وآخرون · 2026

Long-horizon camera-controlled video generation requires recovering previously observed content from an ever-growing visual history. Existing approaches either search historical context implicitly or reconstruct it into persistent 3D memory, facing inefficient memory access or accumulated geometric errors. Our key insi …

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