Yicong He

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 22

Top Topics

Compressive Sensing

Quadratic Optimization

Tensor Factorization

Top Venues

Signal Process.

IEEE Trans. Cybern.

Publications

Yicong He, George K. Atia
Coarse to Fine Two-Stage Approach to Robust Tensor Completion of Visual Data. IEEE Trans. Cybern. 54 (1) (2024)
Yicong He, George K. Atia
Scalable and robust tensor ring decomposition for large-scale data. UAI (2023)
Yicong He, George K. Atia
Scalable and Robust Tensor Ring Decomposition for Large-scale Data. CoRR (2023)
Yicong He, George K. Atia
Robust and Parallelizable Tensor Completion Based on Tensor Factorization and Maximum Correntropy Criterion. ICASSP (2023)
Yicong He, George K. Atia
Multi-Mode Tensor Space Clustering Based on Low-Tensor-Rank Representation. AAAI (2022)
Yicong He, George K. Atia
Patch Tracking-Based Streaming Tensor Ring Completion for Visual Data Recovery. IEEE Trans. Circuits Syst. Video Technol. 32 (12) (2022)
Yicong He, George K. Atia
Non-local Patch-based Low-rank Tensor Ring Completion for Visual Data. CoRR (2021)
Yicong He, George K. Atia
Robust M-estimation-based Tensor Ring Completion: a Half-quadratic Minimization Approach. CoRR (2021)
Yicong He, Andre Beckus, George K. Atia
Scalable Community Detection in the Degree-Corrected Stochastic Block Model. MLSP (2021)
Yicong He, George K. Atia
Robust Low-tubal-rank Tensor Completion based on Tensor Factorization and Maximum Correntopy Criterion. CoRR (2020)
Yicong He, Fei Wang, Shiyuan Wang, Badong Chen
Diffusion adaptation framework for compressive sensing reconstruction. Signal Process. 176 (2020)
Yicong He, George K. Atia
Scalable Direction-Search-Based Approach to Subspace Clustering. ICPR (2020)
Yicong He, Fei Wang, Yingsong Li, Jing Qin, Badong Chen
Robust Matrix Completion via Maximum Correntropy Criterion and Half-Quadratic Optimization. IEEE Trans. Signal Process. 68 (2020)
Yicong He, Fei Wang, Yingsong Li, Jing Qin, Badong Chen
Robust Matrix Completion via Maximum Correntropy Criterion and Half Quadratic Optimization. CoRR (2019)
Yicong He, Fei Wang, Shiyuan Wang, Jiuwen Cao, Badong Chen
Maximum correntropy adaptation approach for robust compressive sensing reconstruction. Inf. Sci. 480 (2019)
Yicong He, Fei Wang, Shiyuan Wang, Pengju Ren, Badong Chen
Maximum Total Correntropy Diffusion Adaptation Over Networks With Noisy Links. IEEE Trans. Circuits Syst. II Express Briefs (2) (2019)
Yicong He, Fei Wang, Shiyuan Wang, Pengju Ren, Badong Chen
Maximum Total Correntropy Diffusion Adaptation over Networks with Noisy Links. CoRR (2018)
Fei Wang, Yicong He, Shiyuan Wang, Badong Chen
Maximum total correntropy adaptive filtering against heavy-tailed noises. Signal Process. 141 (2017)
Yicong He, Fei Wang, Shiyuan Wang, Jiuwen Cao, Badong Chen
Maximum Correntropy Adaptive Filtering Approach for Robust Compressive Sensing Reconstruction. CoRR (2017)
Yicong He, Fei Wang, Shiyuan Wang, Badong Chen
Diffusion Adaptation Framework for Compressive Sensing Reconstruction. CoRR (2017)
Weidong Wang, Fei Wang, Pengyu Liu, Yicong He, Xuetao Zhang
A monovision-based 3D pose estimation system for vehicle behavior prediction. ICVES (2016)
Yicong He, Fei Wang, Jing Yang, Hai-Jun Rong, Badong Chen
Kernel adaptive filtering under generalized Maximum Correntropy Criterion. IJCNN (2016)
Pengyu Liu, Fei Wang, Yicong He, Hang Dong, Haiwei Yang, Yang Yang
Pose Estimation for Vehicles Based on Binocular Stereo Vision in Urban Traffic. ICIC (1) (2015)
Haiwei Yang, Fei Wang, Lei Chen, Yicong He, Yongjian He
Robust Pose Estimation Algorithm for Approximate Coplanar Targets. ICIC (2) (2014)