Generative adversarial network based scalable on-chip noise sensor placement. - Jinglan Liu; Yukun Ding; Jianlei Yang 001; Ulf Schlichtmann; Yiyu Shi 001 (SoCC, 2017)

Optimizing Boiler Control in Real-Time with Machine Learning for Sustainability. - Yukun Ding; Jinglan Liu; Jinjun Xiong; Meng Jiang 001; Yiyu Shi 001 (CIKM, 2018)

On the Universal Approximability of Quantized ReLU Neural Networks. - Yukun Ding; Jinglan Liu; Yiyu Shi 001 (CoRR, 2018)

PBGAN: Partial Binarization of Deconvolution Based Generators. - Jinglan Liu; Jiaxin Zhang 014; Yukun Ding; Xiaowei Xu 004; Meng Jiang 001; Yiyu Shi 001 (CoRR, 2018)

On the Universal Approximability and Complexity Bounds of Quantized ReLU Neural Networks. - Yukun Ding; Jinglan Liu; Jinjun Xiong; Yiyu Shi 001 (ICLR (Poster), 2019)

Evaluation of Neural Network Uncertainty Estimation with Application to Resource-Constrained Platforms. - Yukun Ding; Jinglan Liu; Jinjun Xiong; Yiyu Shi 001 (CoRR, 2019)

Real-Time Boiler Control Optimization with Machine Learning. - Yukun Ding; Yiyu Shi 001 (CoRR, 2019)

Revisiting the Evaluation of Uncertainty Estimation and Its Application to Explore Model Complexity-Uncertainty Trade-Off. - Yukun Ding; Jinglan Liu; Jinjun Xiong; Yiyu Shi 001 (CVPR Workshops, 2020)

Multi-Cycle-Consistent Adversarial Networks for CT Image Denoising. - Jinglan Liu; Yukun Ding; Jinjun Xiong; Qianjun Jia; Meiping Huang; Jian Zhuang; Bike Xie; Chun-Chen Liu; Yiyu Shi 001 (ISBI, 2020)

Uncertainty-Aware Training of Neural Networks for Selective Medical Image Segmentation. - Yukun Ding; Jinglan Liu; Xiaowei Xu 004; Meiping Huang; Jian Zhuang; Jinjun Xiong; Yiyu Shi 001 (MIDL, 2020)

Improving the Reconstruction of Disentangled Representation Learners via Multi-Stage Modelling. - Akash Srivastava; Yamini Bansal; Yukun Ding; Cole L. Hurwitz; Kai Xu 016; Bernhard Egger 001; Prasanna Sattigeri; Josh Tenenbaum 001; David D. Cox; Dan Gutfreund (CoRR, 2020)

Binarizing Weights Wisely for Edge Intelligence: Guide for Partial Binarization of Deconvolution-Based Generators. - Jinglan Liu; Jiaxin Zhang 014; Yukun Ding; Xiaowei Xu 004; Meng Jiang 001; Yiyu Shi 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

Invited: Hardware-aware Real-time Myocardial Segmentation Quality Control in Contrast Echocardiography. - Dewen Zeng; Yukun Ding; Haiyun Yuan; Meiping Huang; Xiaowei Xu 004; Jian Zhuang; Jingtong Hu; Yiyu Shi 001 (DAC, 2021)

Segmentation with Multiple Acceptable Annotations: A Case Study of Myocardial Segmentation in Contrast Echocardiography. - Dewen Zeng; Mingqi Li; Yukun Ding; Xiaowei Xu 004; Qiu Xie; Ruixue Xu; Hongwen Fei; Meiping Huang; Jian Zhuang; Yiyu Shi 001 (IPMI, 2021)

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 001 (MICCAI (1), 2021)

Hardware-aware Real-time Myocardial Segmentation Quality Control in Contrast Echocardiography. - Dewen Zeng; Yukun Ding; Haiyun Yuan; Meiping Huang; Xiaowei Xu 004; Jian Zhuang; Jingtong Hu; Yiyu Shi 001 (CoRR, 2021)

Multi-Cycle-Consistent Adversarial Networks for Edge Denoising of Computed Tomography Images. - Xiaowei Xu 004; Jiawei Zhang; Jinglan Liu; Yukun Ding; Tianchen Wang; Hailong Qiu; Haiyun Yuan; Jian Zhuang; Wen Xie; Yuhao Dong; Qianjun Jia; Meiping Huang; et al. (ACM J. Emerg. Technol. Comput. Syst., 2021)

An Iterative Spike Compression Method Based on Wavelet Transform and Heuristic Algorithm. - Yukun Ding; Yirui Liu; Xiao Liu (BioCAS, 2024)

A Lossless Neural Recording SoC for Epilepsy Monitoring with up to 84.9-dB Dynamic Range and Rail-to-Rail Stimulation Artifact Tolerance. - Yirui Liu; Yukun Ding; Xiao Liu (ISCAS, 2024)

A 0.04 mm2/Channel Neural Amplifier with An Input-Referred Noise of 4.6 µVrms and Power Consumption of 3 µW. - Huiyong Zheng; Yukun Ding; Xiao Liu (ISCAS, 2024)

A Deep Reinforcement Learning Based Cooperative Adaptive Cruise Control for Connected and Autonomous Vehicle by Considering Preceding Vehicle Properties. - Xinxin Wang; Siyuan Gong; Lu Zeng; Yukun Ding; Jiakai Yin (SMC, 2024)