Cheng Ding

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 45

Top Topics

Atrial Fibrillation

Top Venues

Publications

Darren Liu, Cheng Ding, Delgersuren Bold, Monique Bouvier, Jiaying Lu, Benjamin Shickel, Craig S. Jabaley, Wenhui Zhang, Soojin Park, Michael J. Young, Mark S. Wainwright, Gilles Clermont, Parisa Rashidi, Eric S. Rosenthal, Laurie Dimisko, Ran Xiao, Joo Heung Yoon, Carl J. Yang, Xiao Hu
Evaluation of General Large Language Models in Contextually Assessing Semantic Concepts Extracted from Adult Critical Care Electronic Health Record Notes. CoRR (2024)
In-Koo Cho, Jonathan A. Libgober, Cheng Ding
Iterative Weak Learnability and Multiclass AdaBoost. KDD (2024)
Runze Yan, Cheng Ding, Ran Xiao, Aleksandr Fedorov, Randall J. Lee, Fadi B. Nahab, Xiao Hu
SQUWA: Signal Quality Aware DNN Architecture for Enhanced Accuracy in Atrial Fibrillation Detection from Noisy PPG Signals. CoRR (2024)
Cheng Ding, Zhicheng Guo, Cynthia Rudin, Ran Xiao, Amit J. Shah, Duc H. Do, Randall J. Lee, Gari D. Clifford, Fadi B. Nahab, Xiao Hu
Learning From Alarms: A Robust Learning Approach for Accurate Photoplethysmography-Based Atrial Fibrillation Detection Using Eight Million Samples Labeled With Imprecise Arrhythmia Alarms. IEEE J. Biomed. Health Informatics 28 (5) (2024)
Cheng Ding, Zhicheng Guo, Zhaoliang Chen, Randall J. Lee, Cynthia Rudin, Xiao Hu
SiamQuality: A ConvNet-Based Foundation Model for Imperfect Physiological Signals. CoRR (2024)
Cheng Ding, Zhi Zheng
Multi-agent cooperative operation based on cross-domain zero-shot learning. Inf. Sci. 659 (2024)
Zhijun Zhang, Cheng Ding, Mingyang Zhang, Yamei Luo, Jiajie Mai
DCDLN: A densely connected convolutional dynamic learning network for malaria disease diagnosis. Neural Networks 176 (2024)
Runze Yan, Neal K. Bhatia, Faisal M. Merchant, Alex Fedorov, Ran Xiao, Cheng Ding, Xiao Hu
Enabling Pre-Shock State Detection using Electrogram Signals from Implantable Cardioverter-Defibrillators. WWW (Companion Volume) (2024)
Cheng Ding, Zhicheng Guo, Cynthia Rudin, Ran Xiao, Fadi B. Nahab, Xiao Hu
Reconsideration on evaluation of machine learning models in continuous monitoring using wearables. CoRR (2023)
Cheng Ding, Jayden Myers, David Lin, Wenqi Shi, May D. Wang, Zewei Lei, Benoit Marteau
Personalized COVID-19 Early Detection Using Wearable Data Based on Self-Reported Records. BIBM (2023)
Zhicheng Guo, Cheng Ding, Duc H. Do, Amit Shah, Randall J. Lee, Xiao Hu, Cynthia Rudin
SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection. CoRR (2023)
Cheng Ding, Ran Xiao, Duc H. Do, David Scott Lee, Randall J. Lee, Shadi Kalantarian, Xiao Hu
Log-Spectral Matching GAN: PPG-Based Atrial Fibrillation Detection can be Enhanced by GAN-Based Data Augmentation With Integration of Spectral Loss. IEEE J. Biomed. Health Informatics 27 (3) (2023)
Zhao Zhang, Cheng Ding, Zhisheng Gao, Chunzhi Xie
ANLPT: Self-Adaptive and Non-Local Patch-Tensor Model for Infrared Small Target Detection. Remote. Sens. 15 (4) (2023)
Sully F. Chen, Zhicheng Guo, Cheng Ding, Xiao Hu, Cynthia Rudin
Learned Kernels for Interpretable and Efficient PPG Signal Quality Assessment and Artifact Segmentation. CoRR (2023)
Cheng Ding, Yuhao Zhang, Ting Ding
A systematic hybrid machine learning approach for stress prediction. PeerJ Comput. Sci. 9 (2023)
Pranay Jain, Cheng Ding, Cynthia Rudin, Xiao Hu
A Self-Supervised Algorithm for Denoising Photoplethysmography Signals for Heart Rate Estimation from Wearables. CoRR (2023)
Cheng Ding, Tânia Pereira, Ran Xiao, Randall J. Lee, Xiao Hu
Impact of Label Noise on the Learning Based Models for a Binary Classification of Physiological Signal. Sensors 22 (19) (2022)
Cheng Ding, Yong Han, Wei Du, Jianhua Wu, Zhenhua Xiong
In Situ Calibration of Six-Axis Force-Torque Sensors for Industrial Robots With Tilting Base. IEEE Trans. Robotics 38 (4) (2022)
Cheng Ding, Fei Ding, Sergey Gorbachev, Dong Yue, Dengyin Zhang
A learnable end-edge-cloud cooperative network for driving emotion sensing. Comput. Electr. Eng. 103 (2022)
Zaifeng Shi, Pumeng Wang, Qingjie Cao, Cheng Ding, Tao Luo
Misalignment-eliminated warping image stitching method with grid-based motion statistics matching. Multim. Tools Appl. 81 (8) (2022)
Ran Xiao, Cheng Ding, Xiao Hu
Time Synchronization of Multimodal Physiological Signals through Alignment of Common Signal Types and Its Technical Considerations in Digital Health. J. Imaging 8 (5) (2022)
Jiachun Feng, Zusheng Zhang, Cheng Ding, Yanghui Rao, Haoran Xie, Fu Lee Wang
Context reinforced neural topic modeling over short texts. Inf. Sci. 607 (2022)
Oliver Zhang, Cheng Ding, Tânia Pereira, Ran Xiao, Kais Gadhoumi, Karl Meisel, Randall J. Lee, Yiran Chen, Xiao Hu
Explainability Metrics of Deep Convolutional Networks for Photoplethysmography Quality Assessment. IEEE Access 9 (2021)
Cheng Ding, Weidong Tian, Chao Geng, Xijing Zhu, Qinmu Peng, Zhongqiu Zhao
Multi-template supervised descent method for face alignment. Cogn. Syst. Res. 65 (2021)
Ziye Chen, Cheng Ding, Yanghui Rao, Haoran Xie, Xiaohui Tao, Gary Cheng, Fu Lee Wang
Hierarchical neural topic modeling with manifold regularization. World Wide Web 24 (6) (2021)
Ziye Chen, Cheng Ding, Zusheng Zhang, Yanghui Rao, Haoran Xie
Tree-Structured Topic Modeling with Nonparametric Neural Variational Inference. ACL/IJCNLP (1) (2021)
Cheng Ding, Liguo Weng, Min Xia, Haifeng Lin
Non-Local Feature Search Network for Building and Road Segmentation of Remote Sensing Image. ISPRS Int. J. Geo Inf. 10 (4) (2021)
Wei Du, Cheng Ding, Jianhua Wu, Zhenhua Xiong
A Feature Reserved Teaching Method for Pick-Place System under Robot Operating System. ROBIO (2021)
Jiachun Feng, Zusheng Zhang, Cheng Ding, Yanghui Rao, Haoran Xie
Context Reinforced Neural Topic Modeling over Short Texts. CoRR (2020)
Cheng Ding, Weidong Tian, Zhong-Qiu Zhao
Image Super-Resolution Network Based on Prior Information Fusion. ICIC (3) (2020)
Cheng Ding, Cheng Wang, Yu Cao, Jianwei Chen
An Spatial and Time Analysis Method of Big Bata of Public Transport Card Base on Classification Statistics and Visualization. CBD (2020)
Ran Xiao, Duc H. Do, Cheng Ding, Karl Meisel, Randall J. Lee, Xiao Hu
Generalizability of SuperAlarm via Cross-Institutional Performance Evaluation. IEEE Access 8 (2020)
Yang Xu, Cheng Ding, Xiaokang Shu, Kai Gui, Yulia Bezsudnova, Xinjun Sheng, Dingguo Zhang
Shared control of a robotic arm using non-invasive brain-computer interface and computer vision guidance. Robotics Auton. Syst. 115 (2019)
Cheng Ding, Siya Xu, Xing-Yu Chen, Guiping Zhou, Peihao Zheng, Yueyue Li
A Delay and Load-balancing based Hierarchical Route Planning Method for Transmission Line IoT Sensing and Monitoring applications. IM (2019)
Tengfei Shan, Cheng Ding, Chao Liu, Chungang Zhuang, Jianhua Wu, Zhenhua Xiong
A Teaching System for Serial Robots Under ROS-I. ICIRA (1) (2018)
Xianyong Fang, Qingqing Guo, Cheng Ding, Linbo Wang, Zhigang Deng
Blur Measurement for Partially Blurred Images with Saliency Constrained Global Refinement. PCM (3) (2018)
Cheng Ding, Jianhua Wu, Zhenhua Xiong, Chao Liu
A Reconfigurable Pick-Place System Under Robot Operating System. ICIRA (2) (2018)
Cheng Ding, Liang Shen, Dianxiong Liu, Kun Xu, Yuhua Xu
A game theoretic learning solution for distributed relay selection on throughput optimization. Wirel. Networks 23 (6) (2017)
Cheng Ding, Fan Xia, Gopakumar Gopalakrishnan, Weining Qian, Aoying Zhou
Online Formation of Large Tree-Structured Team. DASFAA Workshops (2017)
Cheng Ding, Fan Xia, Gopakumar Gopalakrishnan, Weining Qian, Aoying Zhou
TeamGen: An Interactive Team Formation System Based on Professional Social Network. WWW (Companion Volume) (2017)
Yuanhui Zhang, Fei Yang, Chunrong Kan, Tao Zhou, Dianxiong Liu, Cheng Ding
QoE-aware distributed carrier aggregation in cognitive small cell networks: A game-theory approach. WOCC (2016)
Yitao Xu, Dianxiong Liu, Cheng Ding, Yuhua Xu, Zongsheng Zhang
Relay Assignment in Cooperative Communication Networks: Distributed Approaches Based on Matching Theory. KSII Trans. Internet Inf. Syst. 10 (11) (2016)
Cheng Ding, Hong Yang, Liang Shen, Dianxiong Liu
A game theoretic solution for relay selection in dynamic cooperative networks. WOCC (2016)
Qian Zhao, Liang Shen, Cheng Ding
Stochastic MAC-layer interference model for opportunistic spectrum access: A weighted graphical game approach. J. Commun. Networks 18 (3) (2016)
Dianxiong Liu, Yitao Xu, Yiwei Xu, Cheng Ding, Kun Xu, Yuhua Xu
Distributed satisfaction-aware relay assignment: a novel matching-game approach. Trans. Emerg. Telecommun. Technol. 27 (8) (2016)
Junfei Qiu, Cheng Ding, Zhiyong Du, Youming Sun
Resource demand-acquisition matching optimization for small cell networks: A distributed learning approach. ICCC (2015)
Qian Zhao, Liang Shen, Cheng Ding
Dynamic spectrum access with goe-location database: A utility-based distributed learning approach. ChinaSIP (2015)
Cheng Ding, Liang Shen, Dianxiong Liu
Joint relay selection and channel allocation in cooperative communication: A game theoretic learning solution. WCSP (2015)
Cheng Ding, Chennan Gou
Simulation of the Effective Highway Capacity Under Unexpected Traffic Incident. ITITS (1) (2015)
Qi Wang, Xiling Tang, Cheng Ding, Yao He, Yanjun Fang
Automatic alignment system based on center point recognition of analog measuring instruments dial. IECON (2013)
Chennan Gou, Yuzhe Liu, Cheng Ding
Study on gravitation between international inland-port and harbor. ICAL (2012)