Jia Huang — accepted AI-conference papers

2026

Stylos: Multi-View 3D Stylization with Single-Forward Gaussian Splatting

Hanzhou Liu, Jia Huang, Mi Lu, Srikanth Saripalli, Peng Jiang

ICLR 2026poster

We present Stylos, a single-forward 3D Gaussian framework for 3D style transfer that operates on unposed content, from a single image to a multi-view collection, conditioned on a separate reference style image. Stylos synthesizes a stylized 3D Gaussian scene without per-scene optimization or precomp…

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2023

Exploiting CCTV Cameras for Hand Hygiene Recognition in ICU

Weijun Huang, Jia Huang, Guowei Wang, Hongzhou Lu, Min He, Wenjin Wang

ICASSP 2023accepted

The monitoring of hand hygiene activities can effectively reduce infection and contamination in the Intensive Care Unit (ICU). In this paper, we created a clinical dataset using CCTV cameras installed in ICU to explore the feasibility of recognizing the hand-washing steps of clinicians. A video proc…

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