Publications

A noise-tolerant human–machine interface based on deep learning-enhanced wearable sensors

Authors: Xiangjun Chen, Zhiyuan Lou, Xiaoxiang Gao, Lu Yin, Siyu Qin, Muyang Lin, Fangao Zhang, Yi Lu, Shichao Ding, Ruixiao Liu, Selene Tang, Sai Zhou, Dennis T. Dang, Xinyi Yang, Zihan Wu, Ziyang Zhang, et al.

Published in Nature Sensors, 1, 39–51, 2026

G-Buffer Supported Neural Screen-space Refraction Baking for Real-Time Global Illumination

Authors: Ziyang Zhang, Edgar Simo-Serra

Published in Conference in Computer Vision and Pattern Recognition Workshops (CVPRW), 2025

Self-Supervised Neural Global Illumination for Stereo-Rendering

Authors: Ziyang Zhang, Edgar Simo-Serra

Published in Pacific Graphics Conference Papers, Posters, and Demos, 2025

CrystalNet: Texture-Aware Neural Refraction Baking for Global Illumination

Authors: Ziyang Zhang, Edgar Simo-Serra

Published in Computer Graphics Forum (Pacific Graphics), 2024

Neural scene baking for permutation invariant transparency rendering with real-time global illumination.

Authors: Ziyang Zhang, Edgar Simo-Serra

Published in Computational Visual Media, 2024

In Press.

A fully integrated wearable ultrasound system to monitor deep tissues in moving subjects

Authors: Muyang Lin*, Ziyang Zhang*, Xiaoxiang Gao*, Yizhou Bian, Ray S. Wu, Geonho Park, Zhiyuan Lou, Zhuorui Zhang, Xiangchen Xu, Xiangjun Chen, Andrea Kang, Xinyi Yang, Wentong Yue, Lu Yin, Chonghe Wang, Baiyan Qi, Sai Zhou, Hongjie Hu, Hao Huang, Mohan Li, Yue Gu, Jing Mu, Albert Yang, Amer Yaghi, Yimu Chen, Yusheng Lei, Chengchangfeng Lu, Ruotao Wang, Joseph Wang, Shu Xiang, Erik B. Kistler, Nuno Vasconcelos & Sheng Xu

Published in Nature Biotechnology, 2023

Muyang Lin, Ziyang Zhang, and Xiaoxiang Gao* contributed equally to this work.

VirtualForce: Simulating writing and sketching on a 2D-surface in virtual reality

Authors: Ziyang Zhang, Jürgen P Schulze

Published in Electronic Imaging, 2022