Yawen Wu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 56

Top Topics

Visual Representation

Disease Diagnosis

Reinforcement Learning

Top Venues

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

Publications

Ching-Hao Chiu, Yu-Jen Chen, Yawen Wu, Yiyu Shi, Tsung-Yi Ho
Achieve Fairness without Demographics for Dermatological Disease Diagnosis. CoRR (2024)
Ching-Hao Chiu, Yu-Jen Chen, Yawen Wu, Yiyu Shi, Tsung-Yi Ho
Achieve fairness without demographics for dermatological disease diagnosis. Medical Image Anal. 95 (2024)
Yawen Wu, Liming Ling, Yubin Huang
A failure-informed multi-stage training algorithm for three-component nonlinear Schrödinger equation. Comput. Math. Appl. 169 (2024)
Sheng Li, Geng Yuan, Yawen Wu, Yue Dai, Chao Wu, Alex K. Jones, Jingtong Hu, Yanzhi Wang, Xulong Tang
EdgeOL: Efficient in-situ Online Learning on Edge Devices. 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)
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)
Yawen Wu, Yingli Zuo, Qi Zhu, Jianpeng Sheng, Daoqiang Zhang, Wei Shao
Transfer Learning-Assisted Survival Analysis of Breast Cancer Relying on the Spatial Interaction Between Tumor-Infiltrating Lymphocytes and Tumors. MICCAI (6) (2023)
Wei Shao, Yingli Zuo, Yangyang Shi, Yawen Wu, Jiao Tang, Junyong Zhao, Liang Sun, Zixiao Lu, Jianpeng Sheng, Qi Zhu, Daoqiang Zhang
Characterizing the Survival-Associated Interactions Between Tumor-Infiltrating Lymphocytes and Tumors From Pathological Images and Multi-Omics Data. IEEE Trans. Medical Imaging 42 (10) (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)
Kacper Wardega, Wenchao Li, Hyoseung Kim, Yawen Wu, Zhenge Jia, Jingtong Hu
Opportunistic Communication with Latency Guarantees for Intermittently-Powered Devices. DATE (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)
Yingli Zuo, Yawen Wu, Zixiao Lu, Qi Zhu, Kun Huang, Daoqiang Zhang, Wei Shao
Identify Consistent Imaging Genomic Biomarkers for Characterizing the Survival-Associated Interactions Between Tumor-Infiltrating Lymphocytes and Tumors. MICCAI (2) (2022)
Yi Sheng, Junhuan Yang, Yawen Wu, Kevin Mao, Yiyu Shi, Jingtong Hu, Weiwen Jiang, Lei Yang
The Larger The Fairer? Small Neural Networks Can Achieve Fairness for Edge Devices. CoRR (2022)
Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu
Federated Contrastive Learning for Volumetric Medical Image Segmentation. CoRR (2022)
Yawen Wu, Saba J. Al-Jumaili, Dhiya Al-Jumeily, Haiyi Bian
Prediction of the Nitrogen Content of Rice Leaf Using Multi-Spectral Images Based on Hybrid Radial Basis Function Neural Network and Partial Least-Squares Regression. Sensors 22 (22) (2022)
Yuyang Li, Yawen Wu, Xincheng Zhang, Jingtong Hu, Inhee Lee
Energy-Aware Adaptive Multi-Exit Neural Network Inference Implementation for a Millimeter-Scale Sensing System. IEEE Trans. Very Large Scale Integr. Syst. 30 (7) (2022)
Yi Sheng, Junhuan Yang, Yawen Wu, Kevin Mao, Yiyu Shi, Jingtong Hu, Weiwen Jiang, Lei Yang
The larger the fairer?: small neural networks can achieve fairness for edge devices. DAC (2022)
Yawen Wu, Zhenge Jia, Fei Fang, Jingtong Hu
Cooperative Communication Between Two Transiently Powered Sensor Nodes by Reinforcement Learning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (1) (2022)
Yue Tang, Yawen Wu, Peipei Zhou, Jingtong Hu
Enabling Weakly-Supervised Temporal Action Localization from On-Device Learning of the Video Stream. CoRR (2022)
Yawen Wu, Jingtong Hu
Towards Independent On-device Artificial Intelligence. ISVLSI (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)
Yue Tang, Yawen Wu, Peipei Zhou, Jingtong Hu
Enabling Weakly Supervised Temporal Action Localization From On-Device Learning of the Video Stream. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (11) (2022)
Gelei Xu, Yawen Wu, Jingtong Hu, Yiyu Shi
Achieving Fairness in Dermatological Disease Diagnosis through Automatic Weight Adjusting Federated Learning and Personalization. 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)
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)
Xinyi Zhang, Yawen Wu, Peipei Zhou, Xulong Tang, Jingtong Hu
Algorithm-hardware Co-design of Attention Mechanism on FPGA Devices. ACM Trans. Embed. Comput. Syst. 20 (5s) (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)
Zhepeng Wang, Yawen Wu, Zhenge Jia, Yiyu Shi, Jingtong Hu
Lightweight Run-Time Working Memory Compression for Deployment of Deep Neural Networks on Resource-Constrained MCUs. ASP-DAC (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)
Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu
Enabling On-Device Self-Supervised Contrastive Learning With Selective Data Contrast. CoRR (2021)
Yuyang Li, Yawen Wu, Xincheng Zhang, Ehab Hamed, Jingtong Hu, Inhee Lee
Developing a Miniature Energy-Harvesting-Powered Edge Device with Multi-Exit Neural Network. ISCAS (2021)
Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu
Federated Contrastive Learning for Volumetric Medical Image Segmentation. MICCAI (3) (2021)
Yawen Wu, Jingjing Wu, Gensheng Hu
MMFS: A grape disease recognition method based on multi-feature fusion and SVM. ICCBDC (2020)
Yawen Wu, Zhepeng Wang, Zhenge Jia, Yiyu Shi, Jingtong Hu
Intermittent Inference with Nonuniformly Compressed Multi-Exit Neural Network for Energy Harvesting Powered Devices. CoRR (2020)
Yawen Wu, Zhepeng Wang, Zhenge Jia, Yiyu Shi, Jingtong Hu
Intermittent Inference with Nonuniformly Compressed Multi-Exit Neural Network for Energy Harvesting Powered Devices. DAC (2020)
Yawen Wu, Zhepeng Wang, Yiyu Shi, Jingtong Hu
Enabling On-Device CNN Training by Self-Supervised Instance Filtering and Error Map Pruning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (11) (2020)
Yawen Wu, Zhepeng Wang, Yiyu Shi, Jingtong Hu
Enabling On-Device CNN Training by Self-Supervised Instance Filtering and Error Map Pruning. CoRR (2020)
Liyan Sun, Yawen Wu, Binglin Shu, Xinghao Ding, Congbo Cai, Yue Huang, John W. Paisley
A dual-domain deep lattice network for rapid MRI reconstruction. Neurocomputing 397 (2020)
Yawen Wu, Zhenge Jia, Fei Fang, Jingtong Hu
Cooperative communication between two transiently powered sensors by reinforcement learning: work-in-progress. CODES+ISSS (2019)
Jun Jiao, Wenzhou Wang, Yutong He, Yawen Wu, Feng Zhang, Lichuan Gu
Adaptive Fuzzy Sliding Mode-Based Steering Control of Agricultural Tracked Robot. FSDM (2019)
Mimi Xie, Yawen Wu, Zhenge Jia, Jingtong Hu
In-memory AES Implementation for Emerging Non-Volatile Main Memory. ISVLSI (2019)
Yutong He, Lichuan Gu, Yawen Wu, Jun Jiao, Jialong Zhao, Shuanglong Zhang
Image Restoration Of Reflective Area In Organs Of Diseased Pigs Based On Improved Criminisi Algorithm. CISP-BMEI (2019)
Fei Li, Hongyu Huang, Yawen Wu, Congbo Cai, Yue Huang, Xinghao Ding
Lung Nodule Detection with a 3D ConvNet via IoU Self-normalization and Maxout Unit. ICASSP (2019)
Zhenge Jia, Yawen Wu, Jingtong Hu
Q-learning based routing for transiently powered wireless sensor network: work-in-progress. CODES+ISSS (2019)
Huafeng Wu, Yawen Wu, Liyan Sun, Congbo Cai, Yue Huang, Xinghao Ding
A Deep Ensemble Network for Compressed Sensing MRI. ICONIP (1) (2018)
Yawen Wu, Yinan Sun, Zhenge Jia, Lefan Zhang, Yongpan Liu, Jingtong Hu
Prototyping Energy Harvesting Powered Systems with Nonvolatile Processor (Invited Paper). RSP (2018)
Chao Wang, Yawen Wu, Xinghao Ding, Yue Huang, Congbo Cai
High Efficient Reconstruction of Single-Shot Magnetic Resonance T_2 Mapping Through Overlapping Echo Detachment and DenseNet. ICONIP (6) (2018)