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ORCIDJicong Fan 0001
Person information
- affiliation: Chinese University of Hong Kong, Shenzhen, China
- affiliation: Shenzhen Research Institute of Big Data, China
- affiliation (2018 - 2020): Cornell University, Ithaca, NY, USA
- affiliation (PhD 2018): City University of Hong Kong, Department of Electronic Engineering, Hong Kong
- affiliation (former): Beijing University of Chemical Technology, College of Information Science and Technology, China
Other persons with the same name
- Jicong Fan 0002
![[0009-0003-0378-3370]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0009-0003-0378-3370")
— China Electronics Technology Group Corporation, Wuxi, China
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2020 – today
- 2025
[j24]Feng Xiao, Jianfeng Zhou, Kunpeng Han, Haoyuan Hu, Jicong Fan:
Unsupervised anomaly detection using inverse generative adversarial networks. Inf. Sci. 689: 121435 (2025)- 2024
- [j23]Jinyu Cai, Yi Han, Wenzhong Guo, Jicong Fan:
Deep graph-level clustering using pseudo-label-guided mutual information maximization network. Neural Comput. Appl. 36(16): 9551-9566 (2024) - [j22]Zhao Zhang, Huan Zheng, Richang Hong, Jicong Fan, Yi Yang, Shuicheng Yan:
FRC-Net: A Simple Yet Effective Architecture for Low-Light Image Enhancement. IEEE Trans. Consumer Electron. 70(1): 3332-3340 (2024) - [j21]Yan Sun, Yi Han, Jicong Fan:
Laplacian-based Cluster-Contractive t-SNE for High-Dimensional Data Visualization. ACM Trans. Knowl. Discov. Data 18(1): 19:1-19:22 (2024) - [j20]Junhu Wang, Yanyan Wei, Zhao Zhang, Jicong Fan, Yang Zhao, Yi Yang, Meng Wang:
Progressive Stereo Image Dehazing Network via Cross-View Region Interaction. IEEE Trans. Multim. 26: 7490-7502 (2024) - [j19]Jinyu Cai, Yunhe Zhang, Shiping Wang, Jicong Fan, Wenzhong Guo:
Wasserstein Embedding Learning for Deep Clustering: A Generative Approach. IEEE Trans. Multim. 26: 7567-7580 (2024) - [j18]Tongle Wu, Bin Gao, Jicong Fan, Jize Xue, Wai Lok Woo:
Low-Rank Tensor Completion Based on Self-Adaptive Learnable Transforms. IEEE Trans. Neural Networks Learn. Syst. 35(7): 8826-8838 (2024) - [c35]Dazhi Fu, Zhao Zhang, Jicong Fan:
Dense Projection for Anomaly Detection. AAAI 2024: 8398-8408 - [c34]Jicong Fan, Rui Chen, Zhao Zhang, Chris Ding:
Neuron-Enhanced AutoEncoder Matrix Completion and Collaborative Filtering: Theory and Practice. ICLR 2024 - [c33]Yan Sun, Jicong Fan:
MMD Graph Kernel: Effective Metric Learning for Graphs via Maximum Mean Discrepancy. ICLR 2024 - [c32]Yunhe Zhang, Yan Sun, Jinyu Cai, Jicong Fan:
Deep Orthogonal Hypersphere Compression for Anomaly Detection. ICLR 2024 - [c31]Ziheng Sun, Xudong Wang, Chris Ding, Jicong Fan:
Learning Graph Representation via Graph Entropy Maximization. ICML 2024 - [i25]Zixiao Wang, Dong Qiao, Jicong Fan:
Spectral Clustering for Discrete Distributions. CoRR abs/2401.13913 (2024) - [i24]Baiang Li, Zhao Zhang, Huan Zheng, Xiaogang Xu, Yanyan Wei, Jingyi Zhang, Jicong Fan, Meng Wang:
Diving Deep into Regions: Exploiting Regional Information Transformer for Single Image Deraining. CoRR abs/2402.16033 (2024) - [i23]Ruituo Wu, Yang Chen, Jian Xiao, Bing Li, Jicong Fan, Frédéric Dufaux, Ce Zhu, Yipeng Liu:
DA-Flow: Dual Attention Normalizing Flow for Skeleton-based Video Anomaly Detection. CoRR abs/2406.02976 (2024) - [i22]Zixiao Wang, Jicong Fan:
Graph Classification via Reference Distribution Learning: Theory and Practice. CoRR abs/2408.11370 (2024) - 2023
- [j17]Jiahuan Ren, Zhao Zhang, Jicong Fan, Haijun Zhang, Mingliang Xu, Meng Wang:
Robust and fast low-rank deep convolutional feature recovery: toward information retention and accelerated convergence. Knowl. Inf. Syst. 65(3): 1287-1315 (2023) - [j16]Yan Luo, Yangcheng Gao, Zhao Zhang, Jicong Fan, Haijun Zhang, Mingliang Xu:
Long-range zero-shot generative deep network quantization. Neural Networks 166: 683-691 (2023) - [j15]Jicong Fan, Lijun Ding, Chengrun Yang, Zhao Zhang, Madeleine Udell:
Euclidean-Norm-Induced Schatten-p Quasi-Norm Regularization for Low-Rank Tensor Completion and Tensor Robust Principal Component Analysis. Trans. Mach. Learn. Res. 2023 (2023) - [c30]Yawei Li, Zhao Zhang, Suiyi Zhao, Jicong Fan, Haijun Zhang, Mingliang Xu:
Feature Aggregating Network with Inter-Frame Interaction for Efficient Video Super-Resolution. ICDM 2023: 329-338 - [c29]Yu Liu, Mingbo Zhao, Zhao Zhang, Jicong Fan, Yang Lou, Shuicheng Yan:
Arbitrary Virtual Try-on Network: Characteristics Representation and Trade-off between Body and Clothing. ICLR 2023 - [c28]Han Yan, Haijun Zhang, Xiangyu Mu, Jicong Fan, Zhao Zhang:
FashionDiff: A Controllable Diffusion Model Using Pairwise Fashion Elements for Intelligent Design. ACM Multimedia 2023: 1401-1411 - [c27]Huan Zheng, Zhao Zhang, Jicong Fan, Richang Hong, Yi Yang, Shuicheng Yan:
Decoupled Cross-Scale Cross-View Interaction for Stereo Image Enhancement in the Dark. ACM Multimedia 2023: 1475-1484 - [c26]Han Yan, Haijun Zhang, Jie Hou, Jicong Fan, Zhao Zhang:
InspirNET: An Unsupervised Generative Adversarial Network with Controllable Fine-grained Texture Disentanglement for Fashion Generation. ACM Multimedia 2023: 7194-7204 - [c25]Dongliang Zhou, Haijun Zhang, Jianghong Ma, Jicong Fan, Zhao Zhang:
FCBoost-Net: A Generative Network for Synthesizing Multiple Collocated Outfits via Fashion Compatibility Boosting. ACM Multimedia 2023: 7881-7889 - [c24]Dong Qiao, Chris Ding, Jicong Fan:
Federated Spectral Clustering via Secure Similarity Reconstruction. NeurIPS 2023 - [c23]Ziheng Sun, Chris Ding, Jicong Fan:
Lovász Principle for Unsupervised Graph Representation Learning. NeurIPS 2023 - [c22]Zhihao Wu, Zhao Zhang, Jicong Fan:
Graph Convolutional Kernel Machine versus Graph Convolutional Networks. NeurIPS 2023 - [c21]Fangchen Yu, Runze Zhao, Zhan Shi, Yiwen Lu, Jicong Fan, Yicheng Zeng, Jianfeng Mao, Wenye Li:
Boosting Spectral Clustering on Incomplete Data via Kernel Correction and Affinity Learning. NeurIPS 2023 - [i21]Jinyu Cai, Yi Han, Wenzhong Guo, Jicong Fan:
Deep Graph-Level Clustering Using Pseudo-Label-Guided Mutual Information Maximization Network. CoRR abs/2302.02369 (2023) - [i20]Yunhe Zhang, Yan Sun, Jinyu Cai, Jicong Fan:
Deep Graph-Level Orthogonal Hypersphere Compression for Anomaly Detection. CoRR abs/2302.06430 (2023) - [i19]Feng Xiao, Ruoyu Sun, Jicong Fan:
Restricted Generative Projection for One-Class Classification and Anomaly Detection. CoRR abs/2307.04097 (2023) - [i18]Zhenhao Jiang, Biao Zeng, Hao Feng, Jin Liu, Jicong Fan, Jie Zhang, Jia Jia, Ning Hu, Xingyu Chen, Xuguang Lan:
ESMC: Entire Space Multi-Task Model for Post-Click Conversion Rate via Parameter Constraint. CoRR abs/2307.09193 (2023) - [i17]Jinyu Cai, Yunhe Zhang, Jicong Fan:
Self-Discriminative Modeling for Anomalous Graph Detection. CoRR abs/2310.06261 (2023) - 2022
- [j14]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) - [c20]Jicong Fan:
Dynamic Nonlinear Matrix Completion for Time-Varying Data Imputation. AAAI 2022: 6587-6596 - [c19]Jinyu Cai, Jicong Fan, Wenzhong Guo, Shiping Wang, Yunhe Zhang, Zhao Zhang:
Efficient Deep Embedded Subspace Clustering. CVPR 2022: 21-30 - [c18]Yangcheng Gao, Zhao Zhang, Richang Hong, Haijun Zhang, Jicong Fan, Shuicheng Yan:
Towards Feature Distribution Alignment and Diversity Enhancement for Data-Free Quantization. ICDM 2022: 141-150 - [c17]Bo Wang, Zhao Zhang, Jicong Fan, Mingbo Zhao, Choujun Zhan, Mingliang Xu:
FineFormer: Fine-Grained Adaptive Object Transformer for Image Captioning. ICDM 2022: 508-517 - [c16]Jicong Fan:
Multi-Mode Deep Matrix and Tensor Factorization. ICLR 2022 - [c15]Shanchuan Gao, Fankai Zeng, Lu Cheng, Jicong Fan, Mingbo Zhao:
Fashion Image Search via Anchor-Free Detector. ICMR 2022: 416-425 - [c14]Yanyan Wei, Zhao Zhang, Mingliang Xu, Richang Hong, Jicong Fan, Shuicheng Yan:
Robust Attention Deraining Network for Synchronous Rain Streaks and Raindrops Removal. ACM Multimedia 2022: 6464-6472 - [c13]Lu Cheng, Mingbo Zhao, Jicong Fan:
Human-Centered Real-Time Instance Segmentation with Integration with Data Association and SOLO. NCAA (1) 2022: 367-377 - [c12]Jinyu Cai, Jicong Fan:
Perturbation Learning Based Anomaly Detection. NeurIPS 2022 - [c11]Jicong Fan, Yiheng Tu, Zhao Zhang, Mingbo Zhao, Haijun Zhang:
A Simple Approach to Automated Spectral Clustering. NeurIPS 2022 - [i16]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) - [i15]Jinyu Cai, Jicong Fan:
Perturbation Learning Based Anomaly Detection. CoRR abs/2206.02704 (2022) - [i14]Jinyu Cai, Wenzhong Guo, Jicong Fan:
Unsupervised Deep Discriminant Analysis Based Clustering. CoRR abs/2206.04686 (2022) - [i13]Yan Sun, Yi Han, Jicong Fan:
Laplacian-based Cluster-Contractive t-SNE for High Dimensional Data Visualization. CoRR abs/2207.12214 (2022) - [i12]Huan Zheng, Zhao Zhang, Jicong Fan, Richang Hong, Yi Yang, Shuicheng Yan:
Decoupled Cross-Scale Cross-View Interaction for Stereo Image Enhancement in The Dark. CoRR abs/2211.00859 (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) - [c10]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 - [c9]Jicong Fan:
Large-Scale Subspace Clustering via k-Factorization. KDD 2021: 342-352 - [c8]Xianrui Li, Yu Rong, Mingbo Zhao, Jicong Fan:
Interactive Clothes Image Retrieval via Multi-modal Feature Fusion of Image Representation and Natural Language Feedback. NCAA 2021: 578-589 - [i11]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 - [i10]Jicong Fan, Madeleine Udell:
Online high rank matrix completion. CoRR abs/2002.08934 (2020) - [i9]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) - [i8]Jicong Fan, Chengrun Yang, Madeleine Udell:
Robust Non-Linear Matrix Factorization for Dictionary Learning, Denoising, and Clustering. CoRR abs/2005.01317 (2020) - [i7]Chengrun Yang, Jicong Fan, Ziyang Wu, Madeleine Udell:
Efficient AutoML Pipeline Search with Matrix and Tensor Factorization. CoRR abs/2006.04216 (2020) - [i6]Lijun Ding, Jicong Fan, Madeleine Udell:
kFW: A Frank-Wolfe style algorithm with stronger subproblem oracles. CoRR abs/2006.16142 (2020) - [i5]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) - [i4]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 - [i3]Jicong Fan, Lijun Ding, Yudong Chen, Madeleine Udell:
Factor Group-Sparse Regularization for Efficient Low-Rank Matrix Recovery. CoRR abs/1911.05774 (2019) - [i2]Jicong Fan, Yuqian Zhang, Madeleine Udell:
Polynomial Matrix Completion for Missing Data Imputation and Transductive Learning. CoRR abs/1912.06989 (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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