Jicong Fan
About me
Publications
Publications
Type
Conference paper
Journal article
Preprint
Date
2020
2019
2018
2017
Jicong Fan
(2020).
k-Factorization Subspace Clustering
. arxiv.
PDF
Code
Jicong Fan
,
Lijun Ding
,
Chengrun Yang
,
Madeleine Udell
(2020).
Low-Rank Tensor Recovery with Euclidean-Norm-Induced Schatten-p Quasi-Norm Regularization
. arxiv.
PDF
Code
Chengrun Yang
,
Jicong Fan
,
Ziyang Wu
,
Madeleine Udell
(2020).
AutoML Pipeline Selection: Efficiently Navigating the Combinatorial Space
. Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD 2020).
PDF
Code
Lijun Ding
,
Jicong Fan
,
Madeleine Udell
(2020).
$k$FW: A Frank-Wolfe style algorithm with stronger subproblem oracles
. arxiv.
PDF
Code
Chengrun Yang
,
Jicong Fan
,
Ziyang Wu
,
Madeleine Udell
(2020).
Efficient AutoML Pipeline Search with Matrix and Tensor Factorization
. arxiv.
PDF
Code
Jicong Fan
,
Chengrun Yang
,
Madeleine Udell
(2020).
Robust Non-Linear Matrix Factorization for Dictionary Learning, Denoising, and Clustering
. arxiv.
PDF
Code
Jicong Fan
,
Yuqian Zhang
,
Madeleine Udell
(2019).
Polynomial Matrix Completion for Missing Data Imputation and Transductive Learning
. AAAI 2020 (oral).
PDF
Code
Poster
Jicong Fan
,
Lijun Ding
,
Yudong Chen
,
Madeleine Udell
(2019).
Factor group sparse regularization for efficient low-rank matrix recovery
. NeurIPS 2019.
PDF
Code
Poster
Jicong Fan
,
Madeleine Udell
(2019).
Online high-rank matrix completion
. CVPR 2019 (oral).
PDF
Code
Poster
Jicong Fan
,
Tommy W.S. Chow
(2019).
Exactly robust kernel principal component analysis
. IEEE Transactions on Neural Networks and Learning System.
PDF
Code
Xiaohang Jin
,
Jicong Fan
,
Tommy W.S. Chow
(2018).
Fault Detection for Rolling-Element Bearings Using Multivariate Statistical Process Control Methods
. IEEE Transactions on Instrumentation and Measurement.
PDF
Jicong Fan
,
Mingbo Zhao
,
Tommy W.S. Chow
(2018).
Matrix completion via sparse factorization solved by accelerated proximal alternating linearized minimization
. IEEE Transactions on Big Data.
PDF
Jicong Fan
,
Tommy W.S. Chow
,
Mingbo Zhao
,
John K. L. Ho
(2018).
Nonlinear Dimensionality Reduction for Data with Disconnected Neighborhood Graph
. Neural Processing Letters.
PDF
Jicong Fan
,
Zhaoyang Tian
,
Mingbo Zhao
,
Tommy WS Chow
(2018).
Accelerated low-rank representation for subspace clustering and semi-supervised classification on large-scale data
. Neural Networks.
PDF
Jicong Fan
,
Jieyu cheng
(2018).
Matrix completion by deep matrix factorization
. Neural Networks.
PDF
Code
Jicong Fan
,
Tommy W.S. Chow
(2017).
Matrix completion by least-square, low-rank, and sparse self-representations
. Pattern Recognition.
PDF
Junling Gao
,
Jicong Fan
,
Bonnie W Wu
,
Georgios T Halkias
,
Maggie Chau
,
Peter C Fung
,
Chunqi Chang
,
Zhiguo Zhang
,
Yeung-Sam Hung
,
Hinhung Sik
(2017).
Repetitive religious chanting modulates the late-stage brain response to fear-and stress-provoking pictures
. Frontiers in Physiology.
PDF
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