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ORCIDDewen Zeng
2020 – today
- 2024
[c27]Xinrong Hu, Dewen Zeng, Yawen Wu, Xueyang Li, Yiyu Shi:
Enhancing 3D Transformer Segmentation Model for Medical Image with Token-level Representation Learning. BIBM 2024: 3299-3302- [c26]Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Yiyu Shi:
Contrastive Learning with Synthetic Positives. ECCV (37) 2024: 430-447 - [c25]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. MICCAI (10) 2024: 24-34 - [i22]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 abs/2405.04700 (2024) - [i21]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 abs/2405.08681 (2024) - [i20]Xinrong Hu, Dewen Zeng, Yawen Wu, Xueyang Li, Yiyu Shi:
Enhancing 3D Transformer Segmentation Model for Medical Image with Token-level Representation Learning. CoRR abs/2408.05889 (2024) - [i19]Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Yiyu Shi:
Contrastive Learning with Synthetic Positives. CoRR abs/2408.16965 (2024) - 2023
- [j3]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): 4871-4882 (2023) - [c24]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: 2866-2874 - [c23]Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Jingtong Hu, Yiyu Shi:
Additional Positive Enables Better Representation Learning for Medical Images. MICCAI (1) 2023: 119-129 - [i18]Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Jingtong Hu, Yiyu Shi:
Additional Positive Enables Better Representation Learning for Medical Images. CoRR abs/2306.00112 (2023) - [i17]Dewen Zeng, Nan Du, Tao Wang, Yuanzhong Xu, Tao Lei, Zhifeng Chen, Claire Cui:
Learning to Skip for Language Modeling. CoRR abs/2311.15436 (2023) - 2022
- [j2]Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu:
Distributed contrastive learning for medical image segmentation. Medical Image Anal. 81: 102564 (2022) - [c22]Matheus Araújo, Dewen Zeng, João 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: 1-4 - [c21]Yawen Wu, Zhepeng Wang, Dewen Zeng, Meng Li, Yiyu Shi, Jingtong Hu:
Decentralized Unsupervised Learning of Visual Representations. IJCAI 2022: 2326-2333 - [c20]Yawen Wu, Dewen Zeng, Xiaowei Xu, Yiyu Shi, Jingtong Hu:
FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis. MICCAI (1) 2022: 743-753 - [i16]Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu:
Learn by Challenging Yourself: Contrastive Visual Representation Learning with Hard Sample Generation. CoRR abs/2202.06464 (2022) - [i15]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 abs/2202.07470 (2022) - [i14]Yawen Wu, Dewen Zeng, Xiaowei Xu, Yiyu Shi, Jingtong Hu:
FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis. CoRR abs/2203.02110 (2022) - [i13]Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu:
Federated Contrastive Learning for Volumetric Medical Image Segmentation. CoRR abs/2204.10983 (2022) - [i12]Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu:
Distributed Contrastive Learning for Medical Image Segmentation. CoRR abs/2208.03808 (2022) - [i11]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 abs/2208.11278 (2022) - [i10]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 abs/2212.01006 (2022) - 2021
- [c19]Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu:
Enabling On-Device Self-Supervised Contrastive Learning with Selective Data Contrast. DAC 2021: 655-660 - [c18]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: 1339-1342 - [c17]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: 1-7 - [c16]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: 1-7 - [c15]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: 478-491 - [c14]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: 221-230 - [c13]Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu:
Federated Contrastive Learning for Volumetric Medical Image Segmentation. MICCAI (3) 2021: 367-377 - [c12]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: 461-470 - [c11]Xinrong Hu, Dewen Zeng, Xiaowei Xu, Yiyu Shi:
Semi-supervised Contrastive Learning for Label-Efficient Medical Image Segmentation. MICCAI (2) 2021: 481-490 - [i9]Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu:
Enabling On-Device Self-Supervised Contrastive Learning With Selective Data Contrast. CoRR abs/2106.03796 (2021) - [i8]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 abs/2106.09157 (2021) - [i7]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 abs/2106.15597 (2021) - [i6]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 abs/2109.06909 (2021) - [i5]Xinrong Hu, Dewen Zeng, Xiaowei Xu, Yiyu Shi:
Semi-supervised Contrastive Learning for Label-efficient Medical Image Segmentation. CoRR abs/2109.07407 (2021) - [i4]Yawen Wu, Zhepeng Wang, Dewen Zeng, Meng Li, Yiyu Shi, Jingtong Hu:
Distributed Unsupervised Visual Representation Learning with Fused Features. CoRR abs/2111.10763 (2021) - 2020
- [c10]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: 40:1-40:8 - [i3]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 abs/2008.07071 (2020) - [i2]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 abs/2012.14564 (2020)
2010 – 2019
- 2019
- [j1]Xiaowei Xu, Feng Lin, Wenyao Xu, Xinwei 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): 785-797 (2019) - [c9]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: 125-128 - [c8]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: 127-130 - [i1]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 abs/1907.05273 (2019) - 2017
- [c7]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: 58:1-58:6 - 2013
- [c6]Dewen Zeng, Xiaoling Wu, Yanwen Wang, Hainan Chen, Kangkang Liang, Lei Shu:
A Survey on Sensor Deployment in Underwater Sensor Networks. CWSN 2013: 133-143 - [c5]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: 374-378 - 2012
- [c4]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: 342-347 - [c3]Hongwei Xu, Jiafeng He, Qing He, Dewen Zeng, Guan Guan, Bin Leng, Weimin Zheng:
A spectral clustering method combining path with density. ROBIO 2012: 695-698 - [c2]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: 1906-1911 - [c1]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: 2039-2043
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