Back Shape Measurement and Three-Dimensional Reconstruction of Spinal Shape Using One Kinect Sensor. - Zhenda Xu; Yong Zhang; Chunyang Fu; Limin Liu; Cong Chen; Wenchao Xu 001; Song Guo 001 (ISBI, 2020)

Octo: INT8 Training with Loss-aware Compensation and Backward Quantization for Tiny On-device Learning. - Qihua Zhou; Song Guo 001; Zhihao Qu; Jingcai Guo; Zhenda Xu; Jiewei Zhang; Tao Guo 004; Boyuan Luo; Jingren Zhou 001 (USENIX ATC, 2021)

On-Device Learning Systems for Edge Intelligence: A Software and Hardware Synergy Perspective. - Qihua Zhou; Zhihao Qu; Song Guo 001; Boyuan Luo; Jingcai Guo; Zhenda Xu; Rajendra Akerkar (IEEE Internet Things J., 2021)

2D Photogrammetry Image of Adolescent Idiopathic Scoliosis Screening Using Deep Learning. - Zhenda Xu; Jiazi Ouyang; Qiang Gao; Aiqian Gan; Qihua Zhou; Jiahao Hu; Song Guo 001 (ISBRA, 2022)

Hierarchical Channel-spatial Encoding for Communication-efficient Collaborative Learning. - Qihua Zhou; Song Guo 001; Yi Liu 057; Jie Zhang 076; Jiewei Zhang; Tao Guo 004; Zhenda Xu; Xun Liu; Zhihao Qu (NeurIPS, 2022)

CaDM: Codec-aware Diffusion Modeling for Neural-enhanced Video Streaming. - Qihua Zhou; Ruibin Li; Song Guo 001; Yi Liu 057; Jingcai Guo; Zhenda Xu (CoRR, 2022)

PASS: Patch Automatic Skip Scheme for Efficient Real-Time Video Perception on Edge Devices. - Qihua Zhou; Song Guo 001; Jun Pan; Jiacheng Liang; Zhenda Xu; Jingren Zhou 001 (AAAI, 2023)

Development of Deep Learning Algorithms for Automated Scoliosis and Abnormal Posture Screening Using 2D Back Image. - Zhenda Xu; Jiahao Hu; Qiang Gao; Donghua Hang; Qihua Zhou; Song Guo 001; Aiqian Gan (ICME, 2023)

On the Robustness of Neural-Enhanced Video Streaming against Adversarial Attacks. - Qihua Zhou; Jingcai Guo; Song Guo 001; Ruibin Li; Jie Zhang 076; Bingjie Wang; Zhenda Xu (AAAI, 2024)

PASS: Patch Automatic Skip Scheme for Efficient On-Device Video Perception. - Qihua Zhou; Song Guo 001; Jun Pan; Jiacheng Liang; Jingcai Guo; Zhenda Xu; Jingren Zhou 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

DeNC: Unleash Neural Codecs in Video Streaming with Diffusion Enhancement. - Qihua Zhou; Ruibin Li; Jingcai Guo; Yaodong Huang; Zhenda Xu; Laizhong Cui; Song Guo 001 (AAAI, 2025)