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ORCIDJicong Fan
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- affiliation: The Chinese University of Hong Kong, Shenzhen, China
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2020 – today
- 2022
[j15]Jicong Fan
, Tommy W. S. Chow, S. Joe Qin:
Kernel-Based Statistical Process Monitoring and Fault Detection in the Presence of Missing Data. IEEE Trans. Ind. Informatics 18(7): 4477-4487 (2022)- [j14]Yewei Zhang, Kejie Huang, Rui Xiao, Bo Wang, Yanfeng Xu, Jicong Fan, Haibin Shen:
An 8-Bit in Resistive Memory Computing Core With Regulated Passive Neuron and Bitline Weight Mapping. IEEE Trans. Very Large Scale Integr. Syst. 30(4): 379-391 (2022) - [i13]Yangcheng Gao, Zhao Zhang, Richang Hong, Haijun Zhang, Jicong Fan, Shuicheng Yan, Meng Wang:
ClusterQ: Semantic Feature Distribution Alignment for Data-Free Quantization. CoRR abs/2205.00179 (2022) - 2021
- [j13]Mingbo Zhao, Jiao Liu, Zhao Zhang, Jicong Fan:
A scalable sub-graph regularization for efficient content based image retrieval with long-term relevance feedback enhancement. Knowl. Based Syst. 212: 106505 (2021) - [j12]Jicong Fan, Chengrun Yang, Madeleine Udell:
Robust Non-Linear Matrix Factorization for Dictionary Learning, Denoising, and Clustering. IEEE Trans. Signal Process. 69: 1755-1770 (2021) - [c9]Jiahuan Ren, Zhao Zhang, Jicong Fan, Haijun Zhang, Mingliang Xu, Meng Wang:
Robust Low-rank Deep Feature Recovery in CNNs: Toward Low Information Loss and Fast Convergence. ICDM 2021: 529-538 - [c8]Jicong Fan:
Large-Scale Subspace Clustering via k-Factorization. KDD 2021: 342-352 - [i12]Jicong Fan, Yiheng Tu, Zhao Zhang, Mingbo Zhao:
EGGS: Eigen-Gap Guided Search Making Subspace Clustering Easy. CoRR abs/2107.12183 (2021) - 2020
- [j11]Jicong Fan, Mingbo Zhao, Tommy W. S. Chow:
Matrix Completion via Sparse Factorization Solved by Accelerated Proximal Alternating Linearized Minimization. IEEE Trans. Big Data 6(1): 119-130 (2020) - [j10]Jicong Fan, Tommy W. S. Chow:
Exactly Robust Kernel Principal Component Analysis. IEEE Trans. Neural Networks Learn. Syst. 31(3): 749-761 (2020) - [c7]Jicong Fan, Yuqian Zhang, Madeleine Udell:
Polynomial Matrix Completion for Missing Data Imputation and Transductive Learning. AAAI 2020: 3842-3849 - [c6]Chengrun Yang, Jicong Fan, Ziyang Wu, Madeleine Udell:
AutoML Pipeline Selection: Efficiently Navigating the Combinatorial Space. KDD 2020: 1446-1456 - [i11]Jicong Fan, Madeleine Udell:
Online high rank matrix completion. CoRR abs/2002.08934 (2020) - [i10]Dong Yang, Monica Mengqi Li, Hong Fu, Jicong Fan, Howard Leung:
Centrality Graph Convolutional Networks for Skeleton-based Action Recognition. CoRR abs/2003.03007 (2020) - [i9]Jicong Fan, Chengrun Yang, Madeleine Udell:
Robust Non-Linear Matrix Factorization for Dictionary Learning, Denoising, and Clustering. CoRR abs/2005.01317 (2020) - [i8]Chengrun Yang, Jicong Fan, Ziyang Wu, Madeleine Udell:
Efficient AutoML Pipeline Search with Matrix and Tensor Factorization. CoRR abs/2006.04216 (2020) - [i7]Lijun Ding, Jicong Fan, Madeleine Udell:
kFW: A Frank-Wolfe style algorithm with stronger subproblem oracles. CoRR abs/2006.16142 (2020) - [i6]Jicong Fan, Lijun Ding, Chengrun Yang, Madeleine Udell:
Low-Rank Tensor Recovery with Euclidean-Norm-Induced Schatten-p Quasi-Norm Regularization. CoRR abs/2012.03436 (2020) - [i5]Jicong Fan:
k-Factorization Subspace Clustering. CoRR abs/2012.04345 (2020)
2010 – 2019
- 2019
- [j9]Xiaohang Jin, Jicong Fan, Tommy W. S. Chow:
Fault Detection for Rolling-Element Bearings Using Multivariate Statistical Process Control Methods. IEEE Trans. Instrum. Meas. 68(9): 3128-3136 (2019) - [c5]Jicong Fan, Madeleine Udell:
Online High Rank Matrix Completion. CVPR 2019: 8690-8698 - [c4]Jicong Fan, Lijun Ding, Yudong Chen, Madeleine Udell:
Factor Group-Sparse Regularization for Efficient Low-Rank Matrix Recovery. NeurIPS 2019: 5105-5115 - [i4]Jicong Fan, Lijun Ding, Yudong Chen, Madeleine Udell:
Factor Group-Sparse Regularization for Efficient Low-Rank Matrix Recovery. CoRR abs/1911.05774 (2019) - [i3]Jicong Fan, Yuqian Zhang, Madeleine Udell:
Polynomial Matrix Completion for Missing Data Imputation and Transductive Learning. CoRR abs/1912.06989 (2019) - [i2]Yanyan Wei, Zhao Zhang, Jicong Fan, Yang Wang, Shuicheng Yan, Meng Wang:
DerainCycleGAN: An Attention-guided Unsupervised Benchmark for Single Image Deraining and Rainmaking. CoRR abs/1912.07015 (2019) - 2018
- [j8]Jicong Fan, Jieyu Cheng:
Matrix completion by deep matrix factorization. Neural Networks 98: 34-41 (2018) - [j7]Jicong Fan, Zhaoyang Tian, Mingbo Zhao, Tommy W. S. Chow:
Accelerated low-rank representation for subspace clustering and semi-supervised classification on large-scale data. Neural Networks 100: 39-48 (2018) - [j6]Jicong Fan, Tommy W. S. Chow, Mingbo Zhao, John K. L. Ho:
Nonlinear Dimensionality Reduction for Data with Disconnected Neighborhood Graph. Neural Process. Lett. 47(2): 697-716 (2018) - [j5]Jicong Fan, Tommy W. S. Chow:
Non-linear matrix completion. Pattern Recognit. 77: 378-394 (2018) - [c3]Xiaotian Ma, Mingbo Zhao, Zhao Zhang, Jicong Fan, Choujun Zhan:
Anchored Projection Based Capped l_2, 1 -Norm Regression for Super-Resolution. PRICAI 2018: 10-18 - [i1]Jicong Fan, Tommy W. S. Chow:
Exactly Robust Kernel Principal Component Analysis. CoRR abs/1802.10558 (2018) - 2017
- [j4]Jicong Fan, Tommy W. S. Chow:
Deep learning based matrix completion. Neurocomputing 266: 540-549 (2017) - [j3]Jicong Fan, Tommy W. S. Chow:
Sparse subspace clustering for data with missing entries and high-rank matrix completion. Neural Networks 93: 36-44 (2017) - [j2]Jicong Fan, Tommy W. S. Chow:
Matrix completion by least-square, low-rank, and sparse self-representations. Pattern Recognit. 71: 290-305 (2017) - [c2]Jicong Fan, Wei Wang, Haijun Zhang:
AutoEncoder based high-dimensional data fault detection system. INDIN 2017: 1001-1006 - [c1]Jianghong Ma, Jicong Fan, Wei Wang:
Multi-label classification for images with missing labels. INDIN 2017: 1050-1055 - 2014
- [j1]Jicong Fan, Youqing Wang:
Fault detection and diagnosis of non-linear non-Gaussian dynamic processes using kernel dynamic independent component analysis. Inf. Sci. 259: 369-379 (2014)
Coauthor Index
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