Jicong Fan

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 72

Top Topics

Subspace Clustering

Principal Component Analysis

Fault Detection

Dimensional Data

Top Venues

Neural Networks

Publications

Zixiao Wang, Dong Qiao, Jicong Fan
Spectral Clustering for Discrete Distributions. CoRR (2024)
Yan Sun, Yi Han, Jicong Fan
Laplacian-based Cluster-Contractive t-SNE for High-Dimensional Data Visualization. ACM Trans. Knowl. Discov. Data 18 (1) (2024)
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)
Yunhe Zhang, Yan Sun, Jinyu Cai, Jicong Fan
Deep Graph-Level Orthogonal Hypersphere Compression for Anomaly Detection. CoRR (2023)
Dong Qiao, Chris Ding, Jicong Fan
Federated Spectral Clustering via Secure Similarity Reconstruction. NeurIPS (2023)
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)
Yan Luo, Yangcheng Gao, Zhao Zhang, Jicong Fan, Haijun Zhang, Mingliang Xu
Long-range zero-shot generative deep network quantization. Neural Networks 166 (2023)
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) (2023)
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)
Rui Xiao, Yewei Zhang, Bo Wang, Yanfeng Xu, Jicong Fan, Haibin Shen, Kejie Huang
A Low-Power In-Memory Multiplication and Accumulation Array With Modified Radix-4 Input and Canonical Signed Digit Weights. IEEE Trans. Very Large Scale Integr. Syst. 31 (11) (2023)
Zhihao Wu, Zhao Zhang, Jicong Fan
Graph Convolutional Kernel Machine versus Graph Convolutional Networks. NeurIPS (2023)
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)
Jinyu Cai, Yunhe Zhang, Jicong Fan
Self-Discriminative Modeling for Anomalous Graph Detection. CoRR (2023)
Jinyu Cai, Yi Han, Wenzhong Guo, Jicong Fan
Deep Graph-Level Clustering Using Pseudo-Label-Guided Mutual Information Maximization Network. CoRR (2023)
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)
Feng Xiao, Ruoyu Sun, Jicong Fan
Restricted Generative Projection for One-Class Classification and Anomaly Detection. CoRR (2023)
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)
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 (2023)
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)
Ziheng Sun, Chris Ding, Jicong Fan
Lovász Principle for Unsupervised Graph Representation Learning. NeurIPS (2023)
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)
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)
Jicong Fan
Dynamic Nonlinear Matrix Completion for Time-Varying Data Imputation. AAAI (2022)
Bo Wang, Zhao Zhang, Jicong Fan, Mingbo Zhao, Choujun Zhan, Mingliang Xu
FineFormer: Fine-Grained Adaptive Object Transformer for Image Captioning. ICDM (2022)
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) (2022)
Jicong Fan, Yiheng Tu, Zhao Zhang, Mingbo Zhao, Haijun Zhang
A Simple Approach to Automated Spectral Clustering. NeurIPS (2022)
Yangcheng Gao, Zhao Zhang, Richang Hong, Haijun Zhang, Jicong Fan, Shuicheng Yan, Meng Wang
ClusterQ: Semantic Feature Distribution Alignment for Data-Free Quantization. CoRR (2022)
Jinyu Cai, Wenzhong Guo, Jicong Fan
Unsupervised Deep Discriminant Analysis Based Clustering. CoRR (2022)
Huan Zheng, Zhao Zhang, Jicong Fan, Richang Hong, Yi Yang, Shuicheng Yan
SufrinNet: Toward Sufficient Cross-View Interaction for Stereo Image Enhancement in The Dark. CoRR (2022)
Lu Cheng, Mingbo Zhao, Jicong Fan
Human-Centered Real-Time Instance Segmentation with Integration with Data Association and SOLO. NCAA (1) (2022)
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) (2022)
Jinyu Cai, Jicong Fan
Perturbation Learning Based Anomaly Detection. CoRR (2022)
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)
Jinyu Cai, Jicong Fan
Perturbation Learning Based Anomaly Detection. NeurIPS (2022)
Shanchuan Gao, Fankai Zeng, Lu Cheng, Jicong Fan, Mingbo Zhao
Fashion Image Search via Anchor-Free Detector. ICMR (2022)
Jicong Fan
Multi-Mode Deep Matrix and Tensor Factorization. ICLR (2022)
Yan Sun, Yi Han, Jicong Fan
Laplacian-based Cluster-Contractive t-SNE for High Dimensional Data Visualization. CoRR (2022)
Jinyu Cai, Jicong Fan, Wenzhong Guo, Shiping Wang, Yunhe Zhang, Zhao Zhang
Efficient Deep Embedded Subspace Clustering. CVPR (2022)
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 (2021)
Jicong Fan, Yiheng Tu, Zhao Zhang, Mingbo Zhao
EGGS: Eigen-Gap Guided Search Making Subspace Clustering Easy. CoRR (2021)
Jicong Fan
Large-Scale Subspace Clustering via k-Factorization. KDD (2021)
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)
Jicong Fan, Chengrun Yang, Madeleine Udell
Robust Non-Linear Matrix Factorization for Dictionary Learning, Denoising, and Clustering. IEEE Trans. Signal Process. 69 (2021)
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)
Lijun Ding, Jicong Fan, Madeleine Udell
kFW: A Frank-Wolfe style algorithm with stronger subproblem oracles. CoRR (2020)
Chengrun Yang, Jicong Fan, Ziyang Wu, Madeleine Udell
AutoML Pipeline Selection: Efficiently Navigating the Combinatorial Space. KDD (2020)
Jicong Fan, Madeleine Udell
Online high rank matrix completion. CoRR (2020)
Jicong Fan, Tommy W. S. Chow
Exactly Robust Kernel Principal Component Analysis. IEEE Trans. Neural Networks Learn. Syst. 31 (3) (2020)
Dong Yang, Monica Mengqi Li, Hong Fu, Jicong Fan, Howard Leung
Centrality Graph Convolutional Networks for Skeleton-based Action Recognition. CoRR (2020)
Jicong Fan, Chengrun Yang, Madeleine Udell
Robust Non-Linear Matrix Factorization for Dictionary Learning, Denoising, and Clustering. CoRR (2020)
Chengrun Yang, Jicong Fan, Ziyang Wu, Madeleine Udell
Efficient AutoML Pipeline Search with Matrix and Tensor Factorization. CoRR (2020)
Jicong Fan, Lijun Ding, Chengrun Yang, Madeleine Udell
Low-Rank Tensor Recovery with Euclidean-Norm-Induced Schatten-p Quasi-Norm Regularization. CoRR (2020)
Jicong Fan
k-Factorization Subspace Clustering. CoRR (2020)
Jicong Fan, Yuqian Zhang, Madeleine Udell
Polynomial Matrix Completion for Missing Data Imputation and Transductive Learning. AAAI (2020)
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) (2020)
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 (2019)
Jicong Fan, Lijun Ding, Yudong Chen, Madeleine Udell
Factor Group-Sparse Regularization for Efficient Low-Rank Matrix Recovery. CoRR (2019)
Jicong Fan, Madeleine Udell
Online High Rank Matrix Completion. CVPR (2019)
Jicong Fan, Lijun Ding, Yudong Chen, Madeleine Udell
Factor Group-Sparse Regularization for Efficient Low-Rank Matrix Recovery. NeurIPS (2019)
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) (2019)
Jicong Fan, Yuqian Zhang, Madeleine Udell
Polynomial Matrix Completion for Missing Data Imputation and Transductive Learning. CoRR (2019)
Xiaotian Ma, Mingbo Zhao, Zhao Zhang, Jicong Fan, Choujun Zhan
Anchored Projection Based Capped l_2, 1 -Norm Regression for Super-Resolution. PRICAI (2018)
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) (2018)
Jicong Fan, Tommy W. S. Chow
Non-linear matrix completion. Pattern Recognit. 77 (2018)
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 (2018)
Jicong Fan, Tommy W. S. Chow
Exactly Robust Kernel Principal Component Analysis. CoRR (2018)
Jicong Fan, Jieyu Cheng
Matrix completion by deep matrix factorization. Neural Networks 98 (2018)
Jicong Fan, Tommy W. S. Chow
Matrix completion by least-square, low-rank, and sparse self-representations. Pattern Recognit. 71 (2017)
Jicong Fan, Tommy W. S. Chow
Sparse subspace clustering for data with missing entries and high-rank matrix completion. Neural Networks 93 (2017)
Jicong Fan, Tommy W. S. Chow
Deep learning based matrix completion. Neurocomputing 266 (2017)
Jicong Fan, Wei Wang, Haijun Zhang
AutoEncoder based high-dimensional data fault detection system. INDIN (2017)
Jianghong Ma, Jicong Fan, Wei Wang
Multi-label classification for images with missing labels. INDIN (2017)
Jicong Fan, Youqing Wang
Fault detection and diagnosis of non-linear non-Gaussian dynamic processes using kernel dynamic independent component analysis. Inf. Sci. 259 (2014)