Dewen Zeng

According to our database, Dewen Zeng authored at least 35 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Self-Supervised On-Device Federated Learning From Unlabeled Streams.

Jiahe Shi, Yawen Wu, Dewen Zeng, Jun Tao, Jingtong Hu, Yiyu Shi

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., December, 2023

Learning to Skip for Language Modeling.

Dewen Zeng, Nan Du, Tao Wang, Yuanzhong Xu, Tao Lei, Zhifeng Chen, Claire Cui

CoRR, 2023

Additional Positive Enables Better Representation Learning for Medical Images.

Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Jingtong Hu, Yiyu Shi

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Synthetic Data Can Also Teach: Synthesizing Effective Data for Unsupervised Visual Representation Learning.

Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Distributed contrastive learning for medical image segmentation.

Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu

Medical Image Anal., 2022

FedCoCo: A Memory Efficient Federated Self-supervised Framework for On-Device Visual Representation Learning.

Jiahe Shi, Yawen Wu, Dewen Zeng, Jingtong Hu, Yiyu Shi

CoRR, 2022

Federated Self-Supervised Contrastive Learning and Masked Autoencoder for Dermatological Disease Diagnosis.

Yawen Wu, Dewen Zeng, Zhepeng Wang, Yi Sheng, Lei Yang, Alaina J. James, Yiyu Shi, Jingtong Hu

CoRR, 2022

Federated Contrastive Learning for Dermatological Disease Diagnosis via On-device Learning.

Yawen Wu, Dewen Zeng, Zhepeng Wang, Yi Sheng, Lei Yang, Alaina J. James, Yiyu Shi, Jingtong Hu

CoRR, 2022

Learn by Challenging Yourself: Contrastive Visual Representation Learning with Hard Sample Generation.

Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu

CoRR, 2022

FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis.

Yawen Wu, Dewen Zeng, Xiaowei Xu, Yiyu Shi, Jingtong Hu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Decentralized Unsupervised Learning of Visual Representations.

Yawen Wu, Zhepeng Wang, Dewen Zeng, Meng Li, Yiyu Shi, Jingtong Hu

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Maiby's Algorithm: A Two-Stage Deep Learning Approach for Murmur Detection in Mel Spectrograms for Automatic Auscultation of Congenital Heart Disease.

Matheus Araújo, Dewen Zeng, João Palotti, Xirong Xi, Yiyu Shi, Lee Pyles, Quan Ni

Proceedings of the Computing in Cardiology, 2022

2021

Distributed Unsupervised Visual Representation Learning with Fused Features.

Yawen Wu, Zhepeng Wang, Dewen Zeng, Meng Li, Yiyu Shi, Jingtong Hu

CoRR, 2021

Hardware-aware Real-time Myocardial Segmentation Quality Control in Contrast Echocardiography.

Dewen Zeng, Yukun Ding, Haiyun Yuan, Meiping Huang, Xiaowei Xu, Jian Zhuang, Jingtong Hu, Yiyu Shi

CoRR, 2021

Positional Contrastive Learning for Volumetric Medical Image Segmentation.

Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Federated Contrastive Learning for Volumetric Medical Image Segmentation.

Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Semi-supervised Contrastive Learning for Label-Efficient Medical Image Segmentation.

Xinrong Hu, Dewen Zeng, Xiaowei Xu, Yiyu Shi

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Towards Efficient Human-Machine Collaboration: Real-Time Correction Effort Prediction for Ultrasound Data Acquisition.

Yukun Ding, Dewen Zeng, Mingqi Li, Hongwen Fei, Haiyun Yuan, Meiping Huang, Jian Zhuang, Yiyu Shi

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Segmentation with Multiple Acceptable Annotations: A Case Study of Myocardial Segmentation in Contrast Echocardiography.

Dewen Zeng, Mingqi Li, Yukun Ding, Xiaowei Xu, Qiu Xie, Ruixue Xu, Hongwen Fei, Meiping Huang, Jian Zhuang, Yiyu Shi

Proceedings of the Information Processing in Medical Imaging, 2021

Contrastive Learning with Temporal Correlated Medical Images: A Case Study using Lung Segmentation in Chest X-Rays (Invited Paper).

Dewen Zeng, John N. Kheir, Peng Zeng, Yiyu Shi

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

Federated Contrastive Learning for Dermatological Disease Diagnosis via On-device Learning (Invited Paper).

Yawen Wu, Dewen Zeng, Zhepeng Wang, Yi Sheng, Lei Yang, Alaina J. James, Yiyu Shi, Jingtong Hu

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

Invited: Hardware-aware Real-time Myocardial Segmentation Quality Control in Contrast Echocardiography.

Dewen Zeng, Yukun Ding, Haiyun Yuan, Meiping Huang, Xiaowei Xu, Jian Zhuang, Jingtong Hu, Yiyu Shi

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

Enabling On-Device Self-Supervised Contrastive Learning with Selective Data Contrast.

Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

2020

Myocardial Segmentation of Cardiac MRI Sequences with Temporal Consistency for Coronary Artery Disease Diagnosis.

Yutian Chen, Xiaowei Xu, Dewen Zeng, Yiyu Shi, Haiyun Yuan, Jian Zhuang, Yuhao Dong, Qianjun Jia, Meiping Huang

CoRR, 2020

Towards Cardiac Intervention Assistance: Hardware-aware Neural Architecture Exploration for Real-Time 3D Cardiac Cine MRI Segmentation.

Dewen Zeng, Weiwen Jiang, Tianchen Wang, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020

2019

MDA: A Reconfigurable Memristor-Based Distance Accelerator for Time Series Mining on Data Centers.

Xiaowei Xu, Feng Lin, Wenyao Xu, Xinwei Yao, Yiyu Shi, Dewen Zeng, Yu Hu

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2019

Accurate Congenital Heart Disease Model Generation for 3D Printing.

Xiaowei Xu, Tianchen Wang, Dewen Zeng, Yiyu Shi, Qianjun Jia, Haiyun Yuan, Meiping Huang, Jian Zhuang

Proceedings of the 2019 IEEE International Workshop on Signal Processing Systems, 2019

Efficacy of N-acetyl-L-cysteine and Budesonide/Formoterol Combination for the Treatment of Patients with BCO from China.

Dewen Zeng, Suqun Liao

Proceedings of the ICBBE '19: 2019 6th International Conference on Biomedical and Bioinformatics Engineering, 2019

2017

An Efficient Memristor-based Distance Accelerator for Time Series Data Mining on Data Centers.

Xiaowei Xu, Dewen Zeng, Wenyao Xu, Yiyu Shi, Yu Hu

Proceedings of the 54th Annual Design Automation Conference, 2017

2013

Study of intelligent bio-feedback therapy system based on transcutaneous electrical nerve stimulation and surface EMG signals.

Dewen Zeng, Youpan Hu, Qing He, Bin Leng, Haibin Wang, Hehui Zou, Wenkai Wu

Proceedings of the IEEE International Conference on Information and Automation, 2013

A Survey on Sensor Deployment in Underwater Sensor Networks.

Dewen Zeng, Xiaoling Wu, Yanwen Wang, Hainan Chen, Kangkang Liang, Lei Shu

Proceedings of the Advances in Wireless Sensor Networks, 2013

2012

An improved ant colony optimization algorithm based on dynamically adjusting ant number.

Dewen Zeng, Qing He, Bin Leng, Weimin Zheng, Hongwei Xu, Yiyu Wang, Guan Guan

Proceedings of the 2012 IEEE International Conference on Robotics and Biomimetics, 2012

A spectral clustering method combining path with density.

Hongwei Xu, Jiafeng He, Qing He, Dewen Zeng, Guan Guan, Bin Leng, Weimin Zheng

Proceedings of the 2012 IEEE International Conference on Robotics and Biomimetics, 2012

An electrical muscle simulator based on functional electrical stimulation.

Haibin Wang, Guan Guan, Qing He, Dewen Zeng, Bin Leng, Hongwei Xu, Weiming Zheng

Proceedings of the 2012 IEEE International Conference on Robotics and Biomimetics, 2012

Moving target detection based on the properties of corners.

Bin Leng, Qing He, Dewen Zeng, Jian Cao, Guan Guan, Hongwei Xu, Xiaoling Wu, Weimin Zheng

Proceedings of the 2012 IEEE International Conference on Robotics and Biomimetics, 2012