| 2026 | AAAI | Ripple Shapley: Data Influence Attribution in One Federated Training Run. | Dewen Zeng, Wenlong Tian, Haozhao Wang, Jianfeng Lu, Weijun Xiao, Zhiyong Xu |
| 2024 | ECCV | Contrastive Learning with Synthetic Positives. | Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Yiyu Shi |
| 2024 | ICCAD | Robust Implementation of Retrieval-Augmented Generation on Edge-based Computing-in-Memory Architectures. | Ruiyang Qin, Zheyu Yan, Dewen Zeng, Zhenge Jia, Dancheng Liu, Jianbo Liu, Ahmed Abbasi, Zhi Zheng, Ningyuan Cao, Kai Ni, Jinjun Xiong, Yiyu Shi |
| 2024 | MICCAI | Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis. | Qingpeng Kong, Ching-Hao Chiu, Dewen Zeng, Yu-Jen Chen, Tsung-Yi Ho, Jingtong Hu, Yiyu Shi |
| 2023 | AAAI | Synthetic Data Can Also Teach: Synthesizing Effective Data for Unsupervised Visual Representation Learning. | Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu |
| 2023 | MICCAI | Additional Positive Enables Better Representation Learning for Medical Images. | Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Jingtong Hu, Yiyu Shi |
| 2022 | IJCAI | Decentralized Unsupervised Learning of Visual Representations. | Yawen Wu, Zhepeng Wang, Dewen Zeng, Meng Li, Yiyu Shi, Jingtong Hu |
| 2022 | MICCAI | FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis. | Yawen Wu, Dewen Zeng, Xiaowei Xu, Yiyu Shi, Jingtong Hu |
| 2021 | DAC | Enabling On-Device Self-Supervised Contrastive Learning with Selective Data Contrast. | Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu |
| 2021 | DAC | 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 |
| 2021 | ICCAD | 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 |
| 2021 | ICCAD | 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 |
| 2021 | MICCAI | 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 |
| 2021 | MICCAI | Semi-supervised Contrastive Learning for Label-Efficient Medical Image Segmentation. | Xinrong Hu, Dewen Zeng, Xiaowei Xu, Yiyu Shi |
| 2021 | MICCAI | Federated Contrastive Learning for Volumetric Medical Image Segmentation. | Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu |
| 2021 | MICCAI | 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 |
| 2020 | ICCAD | 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 |
| 2017 | DAC | An Efficient Memristor-based Distance Accelerator for Time Series Data Mining on Data Centers. | Xiaowei Xu, Dewen Zeng, Wenyao Xu, Yiyu Shi, Yu Hu |