Dewen Zeng

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 41

Top Topics

Disease Diagnosis

Visual Representation

Medical Image Segmentation

Top Venues

Publications

Ruiyang Qin, Zheyu Yan, Dewen Zeng, Zhenge Jia, Dancheng Liu, Jianbo Liu, Zhi Zheng, Ningyuan Cao, Kai Ni, Jinjun Xiong, Yiyu Shi
Robust Implementation of Retrieval-Augmented Generation on Edge-based Computing-in-Memory Architectures. CoRR (2024)
Qingpeng Kong, Ching-Hao Chiu, Dewen Zeng, Yu-Jen Chen, Tsung-Yi Ho, Jingtong Hu, Yiyu Shi
Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis. CoRR (2024)
Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Jingtong Hu, Yiyu Shi
Additional Positive Enables Better Representation Learning for Medical Images. CoRR (2023)
Dewen Zeng, Nan Du, Tao Wang, Yuanzhong Xu, Tao Lei, Zhifeng Chen, Claire Cui
Learning to Skip for Language Modeling. CoRR (2023)
Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu
Synthetic Data Can Also Teach: Synthesizing Effective Data for Unsupervised Visual Representation Learning. AAAI (2023)
Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Jingtong Hu, Yiyu Shi
Additional Positive Enables Better Representation Learning for Medical Images. MICCAI (1) (2023)
Jiahe Shi, Yawen Wu, Dewen Zeng, Jun Tao, Jingtong Hu, Yiyu Shi
Self-Supervised On-Device Federated Learning From Unlabeled Streams. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (12) (2023)
Matheus Araujo, Dewen Zeng, Joao Palotti, Xirong Xi, Yiyu Shi, Lee Pyles, Quan Ni
Maiby's Algorithm: A Two-Stage Deep Learning Approach for Murmur Detection in Mel Spectrograms for Automatic Auscultation of Congenital Heart Disease. CinC (2022)
Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu
Distributed Contrastive Learning for Medical Image Segmentation. CoRR (2022)
Yawen Wu, Dewen Zeng, Zhepeng Wang, Yi Sheng, Lei Yang, Alaina J. James, Yiyu Shi, Jingtong Hu
Federated Contrastive Learning for Dermatological Disease Diagnosis via On-device Learning. CoRR (2022)
Yawen Wu, Dewen Zeng, Xiaowei Xu, Yiyu Shi, Jingtong Hu
FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis. CoRR (2022)
Yawen Wu, Dewen Zeng, Xiaowei Xu, Yiyu Shi, Jingtong Hu
FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis. MICCAI (1) (2022)
Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu
Learn by Challenging Yourself: Contrastive Visual Representation Learning with Hard Sample Generation. CoRR (2022)
Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu
Federated Contrastive Learning for Volumetric Medical Image Segmentation. CoRR (2022)
Yawen Wu, Zhepeng Wang, Dewen Zeng, Meng Li, Yiyu Shi, Jingtong Hu
Decentralized Unsupervised Learning of Visual Representations. IJCAI (2022)
Jiahe Shi, Yawen Wu, Dewen Zeng, Jingtong Hu, Yiyu Shi
FedCoCo: A Memory Efficient Federated Self-supervised Framework for On-Device Visual Representation Learning. CoRR (2022)
Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu
Distributed contrastive learning for medical image segmentation. Medical Image Anal. 81 (2022)
Yawen Wu, Dewen Zeng, Zhepeng Wang, Yi Sheng, Lei Yang, Alaina J. James, Yiyu Shi, Jingtong Hu
Federated Self-Supervised Contrastive Learning and Masked Autoencoder for Dermatological Disease Diagnosis. CoRR (2022)
Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi
Positional Contrastive Learning for Volumetric Medical Image Segmentation. MICCAI (2) (2021)
Xinrong Hu, Dewen Zeng, Xiaowei Xu, Yiyu Shi
Semi-supervised Contrastive Learning for Label-efficient Medical Image Segmentation. CoRR (2021)
Yawen Wu, Zhepeng Wang, Dewen Zeng, Meng Li, Yiyu Shi, Jingtong Hu
Distributed Unsupervised Visual Representation Learning with Fused Features. CoRR (2021)
Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu
Enabling On-Device Self-Supervised Contrastive Learning with Selective Data Contrast. DAC (2021)
Dewen Zeng, Mingqi Li, Yukun Ding, Xiaowei Xu, Qiu Xie, Ruixue Xu, Hongwen Fei, Meiping Huang, Jian Zhuang, Yiyu Shi
Segmentation with Multiple Acceptable Annotations: A Case Study of Myocardial Segmentation in Contrast Echocardiography. CoRR (2021)
Dewen Zeng, Yukun Ding, Haiyun Yuan, Meiping Huang, Xiaowei Xu, Jian Zhuang, Jingtong Hu, Yiyu Shi
Invited: Hardware-aware Real-time Myocardial Segmentation Quality Control in Contrast Echocardiography. DAC (2021)
Dewen Zeng, John N. Kheir, Peng Zeng, Yiyu Shi
Contrastive Learning with Temporal Correlated Medical Images: A Case Study using Lung Segmentation in Chest X-Rays (Invited Paper). ICCAD (2021)
Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi
Positional Contrastive Learning for Volumetric Medical Image Segmentation. CoRR (2021)
Xinrong Hu, Dewen Zeng, Xiaowei Xu, Yiyu Shi
Semi-supervised Contrastive Learning for Label-Efficient Medical Image Segmentation. MICCAI (2) (2021)
Yukun Ding, Dewen Zeng, Mingqi Li, Hongwen Fei, Haiyun Yuan, Meiping Huang, Jian Zhuang, Yiyu Shi
Towards Efficient Human-Machine Collaboration: Real-Time Correction Effort Prediction for Ultrasound Data Acquisition. MICCAI (1) (2021)
Yawen Wu, Dewen Zeng, Zhepeng Wang, Yi Sheng, Lei Yang, Alaina J. James, Yiyu Shi, Jingtong Hu
Federated Contrastive Learning for Dermatological Disease Diagnosis via On-device Learning (Invited Paper). ICCAD (2021)
Dewen Zeng, Mingqi Li, Yukun Ding, Xiaowei Xu, Qiu Xie, Ruixue Xu, Hongwen Fei, Meiping Huang, Jian Zhuang, Yiyu Shi
Segmentation with Multiple Acceptable Annotations: A Case Study of Myocardial Segmentation in Contrast Echocardiography. IPMI (2021)
Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu
Enabling On-Device Self-Supervised Contrastive Learning With Selective Data Contrast. CoRR (2021)
Dewen Zeng, Yukun Ding, Haiyun Yuan, Meiping Huang, Xiaowei Xu, Jian Zhuang, Jingtong Hu, Yiyu Shi
Hardware-aware Real-time Myocardial Segmentation Quality Control in Contrast Echocardiography. CoRR (2021)
Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu
Federated Contrastive Learning for Volumetric Medical Image Segmentation. MICCAI (3) (2021)
Dewen Zeng, Weiwen Jiang, Tianchen Wang, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi
Towards Cardiac Intervention Assistance: Hardware-aware Neural Architecture Exploration for Real-Time 3D Cardiac Cine MRI Segmentation. CoRR (2020)
Yutian Chen, Xiaowei Xu, Dewen Zeng, Yiyu Shi, Haiyun Yuan, Jian Zhuang, Yuhao Dong, Qianjun Jia, Meiping Huang
Myocardial Segmentation of Cardiac MRI Sequences with Temporal Consistency for Coronary Artery Disease Diagnosis. CoRR (2020)
Dewen Zeng, Weiwen Jiang, Tianchen Wang, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi
Towards Cardiac Intervention Assistance: Hardware-aware Neural Architecture Exploration for Real-Time 3D Cardiac Cine MRI Segmentation. ICCAD (2020)
Xiaowei Xu, Feng Lin, Wenyao Xu, Xin-Wei Yao, Yiyu Shi, Dewen Zeng, Yu Hu
MDA: A Reconfigurable Memristor-Based Distance Accelerator for Time Series Mining on Data Centers. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38 (5) (2019)
Xiaowei Xu, Tianchen Wang, Dewen Zeng, Yiyu Shi, Qianjun Jia, Haiyun Yuan, Meiping Huang, Jian Zhuang
Accurate Congenital Heart Disease Model Generation for 3D Printing. SiPS (2019)
Dewen Zeng, Suqun Liao
Efficacy of N-acetyl-L-cysteine and Budesonide/Formoterol Combination for the Treatment of Patients with BCO from China. ICBBE (2019)
Xiaowei Xu, Tianchen Wang, Dewen Zeng, Yiyu Shi, Qianjun Jia, Haiyun Yuan, Meiping Huang, Jian Zhuang
Accurate Congenital Heart Disease Model Generation for 3D Printing. CoRR (2019)
Xiaowei Xu, Dewen Zeng, Wenyao Xu, Yiyu Shi, Yu Hu
An Efficient Memristor-based Distance Accelerator for Time Series Data Mining on Data Centers. DAC (2017)
Dewen Zeng, Youpan Hu, Qing He, Bin Leng, Haibin Wang, Hehui Zou, Wenkai Wu
Study of intelligent bio-feedback therapy system based on transcutaneous electrical nerve stimulation and surface EMG signals. ICIA (2013)
Dewen Zeng, Xiaoling Wu, Yanwen Wang, Hainan Chen, Kangkang Liang, Lei Shu
A Survey on Sensor Deployment in Underwater Sensor Networks. CWSN (2013)
Haibin Wang, Guan Guan, Qing He, Dewen Zeng, Bin Leng, Hongwei Xu, Weiming Zheng
An electrical muscle simulator based on functional electrical stimulation. ROBIO (2012)
Dewen Zeng, Qing He, Bin Leng, Weimin Zheng, Hongwei Xu, Yiyu Wang, Guan Guan
An improved ant colony optimization algorithm based on dynamically adjusting ant number. ROBIO (2012)
Hongwei Xu, Jiafeng He, Qing He, Dewen Zeng, Guan Guan, Bin Leng, Weimin Zheng
A spectral clustering method combining path with density. ROBIO (2012)
Bin Leng, Qing He, Dewen Zeng, Jian Cao, Guan Guan, Hongwei Xu, Xiaoling Wu, Weimin Zheng
Moving target detection based on the properties of corners. ROBIO (2012)