Edge segmentation: Empowering mobile telemedicine with compressed cellular neural networks. - Xiaowei Xu 004; Qing Lu 001; Tianchen Wang; Jinglan Liu; Cheng Zhuo; Xiaobo Sharon Hu; Yiyu Shi 001 (ICCAD, 2017)

Efficient hardware implementation of cellular neural networks with powers-of-two based incremental quantization. - Xiaowei Xu 004; Qing Lu 001; Tianchen Wang; Jinglan Liu; Yu Hu 002; Yiyu Shi 001 (NCS, 2017)

Quantization of Fully Convolutional Networks for Accurate Biomedical Image Segmentation. - Xiaowei Xu 004; Qing Lu 001; Lin Yang 003; Xiaobo Sharon Hu; Danny Z. Chen; Yu Hu 002; Yiyu Shi 001 (CVPR, 2018)

Resource constrained cellular neural networks for real-time obstacle detection using FPGAs. - Xiaowei Xu 004; Tianchen Wang; Qing Lu 001; Yiyu Shi 001 (ISQED, 2018)

Efficient Hardware Implementation of Cellular Neural Networks with Incremental Quantization and Early Exit. - Xiaowei Xu 004; Qing Lu 001; Tianchen Wang; Yu Hu 002; Chen Zhuo; Jinglan Liu; Yiyu Shi 001 (ACM J. Emerg. Technol. Comput. Syst., 2018)

Accelerating Dynamic Time Warping With Memristor-Based Customized Fabrics. - Xiaowei Xu 004; Feng Lin 004; Aosen Wang; Xinwei Yao 001; Qing Lu 001; Wenyao Xu; Yiyu Shi 001; Yu Hu 002 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018)

On Neural Architecture Search for Resource-Constrained Hardware Platforms. - Qing Lu 001; Weiwen Jiang; Xiaowei Xu 004; Yiyu Shi 001; Jingtong Hu (CoRR, 2019)

NASS: Optimizing Secure Inference via Neural Architecture Search. - Song Bian 001; Weiwen Jiang; Qing Lu 001; Yiyu Shi 001; Takashi Sato 001 (ECAI, 2020)

A mining pool solution for novel proof-of-neural-architecture consensus. - Boyang Li 003; Qing Lu 001; Weiwen Jiang; Taeho Jung; Yiyu Shi 001 (IEEE ICBC, 2021)

Quantization of Deep Neural Networks for Accurate EdgeComputing. - Wentao Chen; Hailong Qiu; Jian Zhuang; Chutong Zhang; Yu Hu 002; Qing Lu 001; Tianchen Wang; Yiyu Shi 001; Meiping Huang; Xiaowei Xu 004 (CoRR, 2021)

Quantization of Deep Neural Networks for Accurate Edge Computing. - Wentao Chen; Hailong Qiu; Jian Zhuang; Chutong Zhang; Yu Hu 002; Qing Lu 001; Tianchen Wang; Yiyu Shi 001; Meiping Huang; Xiaowei Xu 004 (ACM J. Emerg. Technol. Comput. Syst., 2021)

ImageALCAPA: A 3D Computed Tomography Image Dataset for Automatic Segmentation of Anomalous Left Coronary Artery from Pulmonary Artery. - An Zeng; Chenxi Mi; Dan Pan 001; Qing Lu 001; Xiaowei Xu 004 (BIBM, 2022)

ICD-BAS: Detecting Ventricular Arrhythmia using Binary Architecture Search for Implantable Cardioverter Defibrillators. - Qing Lu 001; Zhenge Jia; Jingtong Hu; Yiyu Shi 001 (CHASE, 2022)

Hardware/Software Co-Exploration for Graph Neural Architectures on FPGAs. - Qing Lu 001; Weiwen Jiang; Meng Jiang 001; Jingtong Hu; Yiyu Shi 001 (ISVLSI, 2022)

RT-DNAS: Real-Time Constrained Differentiable Neural Architecture Search for 3D Cardiac Cine MRI Segmentation. - Qing Lu 001; Xiaowei Xu 004; Shunjie Dong; Cong Hao; Lei Yang 018; Cheng Zhuo; Yiyu Shi 001 (MICCAI (5), 2022)

A Collaboration Strategy in the Mining Pool for Proof-of-Neural-Architecture Consensus. - Boyang Li 003; Qing Lu 001; Weiwen Jiang; Taeho Jung; Yiyu Shi 001 (CoRR, 2022)

Quantization through Search: A Novel Scheme to Quantize Convolutional Neural Networks in Finite Weight Space. - Qing Lu 001; Weiwen Jiang; Xiaowei Xu 004; Jingtong Hu; Yiyu Shi 001 (ASP-DAC, 2023)

Proof-of-Federated-Learning-Subchain: Free Partner Selection Subchain Based on Federated Learning. - Boyang Li 003; Bingyu Shen 001; Qing Lu 001; Taeho Jung; Yiyu Shi 001 (BCCA, 2023)

Enhance Regional Wall Segmentation by Style Transfer for Regional Wall Motion Assessment. - Kaikai Liu; Yiyu Shi 001; Jian Zhuang; Meiping Huang; Hongwen Fei; Boyang Li 003; Jin Hong; Qing Lu 001; Erlei Zhang; Xiaowei Xu 004 (BMVC, 2023)

Automatic Segment-Level Assessment of Regional Wall Motion Abnormality From Echocardiography Images. - Kaikai Liu; Xiaoshan Li; Qing Lu 001; Yiyu Shi 001; Jian Zhuang; Hongwen Fei; Erlei Zhang; Xiaowei Xu 004 (ISBI, 2024)

Domain knowledge based comprehensive segmentation of Type-A aortic dissection with clinically-oriented evaluation. - Shanshan Song; Hailong Qiu; Meiping Huang; Jian Zhuang; Qing Lu 001; Yiyu Shi 001; Xiaomeng Li 001; Wen Xie; Guang Tong; Xiaowei Xu 004 (Medical Image Anal., 2025)