Yukun Ding

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 22

Top Topics

Image Denoising

Quality Control

Top Venues

Publications

Huiyong Zheng, Yukun Ding, Xiao Liu
/Channel Neural Amplifier with An Input-Referred Noise of 4.6 µVrms and Power Consumption of 3 µW. ISCAS (2024)
Yirui Liu, Yukun Ding, Xiao Liu
A Lossless Neural Recording SoC for Epilepsy Monitoring with up to 84.9-dB Dynamic Range and Rail-to-Rail Stimulation Artifact Tolerance. ISCAS (2024)
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)
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)
Xiaowei Xu, Jiawei Zhang, Jinglan Liu, Yukun Ding, Tianchen Wang, Hailong Qiu, Haiyun Yuan, Jian Zhuang, Wen Xie, Yuhao Dong, Qianjun Jia, Meiping Huang, Yiyu Shi
Multi-Cycle-Consistent Adversarial Networks for Edge Denoising of Computed Tomography Images. CoRR (2021)
Xiaowei Xu, Jiawei Zhang, Jinglan Liu, Yukun Ding, Tianchen Wang, Hailong Qiu, Haiyun Yuan, Jian Zhuang, Wen Xie, Yuhao Dong, Qianjun Jia, Meiping Huang, Yiyu Shi
Multi-Cycle-Consistent Adversarial Networks for Edge Denoising of Computed Tomography Images. ACM J. Emerg. Technol. Comput. Syst. 17 (4) (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)
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)
Yukun Ding, Jinglan Liu, Xiaowei Xu, Meiping Huang, Jian Zhuang, Jinjun Xiong, Yiyu Shi
Uncertainty-Aware Training of Neural Networks for Selective Medical Image Segmentation. MIDL (2020)
Yukun Ding, Jinglan Liu, Jinjun Xiong, Yiyu Shi
Revisiting the Evaluation of Uncertainty Estimation and Its Application to Explore Model Complexity-Uncertainty Trade-Off. CVPR Workshops (2020)
Akash Srivastava, Yamini Bansal, Yukun Ding, Cole L. Hurwitz, Kai Xu, Bernhard Egger, Prasanna Sattigeri, Josh Tenenbaum, David D. Cox, Dan Gutfreund
Improving the Reconstruction of Disentangled Representation Learners via Multi-Stage Modelling. CoRR (2020)
Jinglan Liu, Jiaxin Zhang, Yukun Ding, Xiaowei Xu, Meng Jiang, Yiyu Shi
Binarizing Weights Wisely for Edge Intelligence: Guide for Partial Binarization of Deconvolution-Based Generators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (12) (2020)
Jinglan Liu, Yukun Ding, Jinjun Xiong, Qianjun Jia, Meiping Huang, Jian Zhuang, Bike Xie, Chun-Chen Liu, Yiyu Shi
Multi-Cycle-Consistent Adversarial Networks for CT Image Denoising. ISBI (2020)
Jinglan Liu, Yukun Ding, Jinjun Xiong, Qianjun Jia, Meiping Huang, Jian Zhuang, Bike Xie, Chun-Chen Liu, Yiyu Shi
Multi-Cycle-Consistent Adversarial Networks for CT Image Denoising. CoRR (2020)
Yukun Ding, Jinglan Liu, Jinjun Xiong, Yiyu Shi
On the Universal Approximability and Complexity Bounds of Quantized ReLU Neural Networks. ICLR (Poster) (2019)
Yukun Ding, Yiyu Shi
Real-Time Boiler Control Optimization with Machine Learning. CoRR (2019)
Yukun Ding, Jinglan Liu, Jinjun Xiong, Yiyu Shi
Evaluation of Neural Network Uncertainty Estimation with Application to Resource-Constrained Platforms. CoRR (2019)
Jinglan Liu, Jiaxin Zhang, Yukun Ding, Xiaowei Xu, Meng Jiang, Yiyu Shi
PBGAN: Partial Binarization of Deconvolution Based Generators. CoRR (2018)
Yukun Ding, Jinglan Liu, Jinjun Xiong, Meng Jiang, Yiyu Shi
Optimizing Boiler Control in Real-Time with Machine Learning for Sustainability. CIKM (2018)
Yukun Ding, Jinglan Liu, Yiyu Shi
On the Universal Approximability of Quantized ReLU Neural Networks. CoRR (2018)
Jinglan Liu, Yukun Ding, Jianlei Yang, Ulf Schlichtmann, Yiyu Shi
Generative adversarial network based scalable on-chip noise sensor placement. SoCC (2017)