Jicong Fan

ACM Trans. Knowl. Discov. Data, January, 2024

Progressive Stereo Image Dehazing Network via Cross-View Region Interaction.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2024

Wasserstein Embedding Learning for Deep Clustering: A Generative Approach.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2024

Smooth Tensor Product for Tensor Completion.

[BibT_eX]

[DOI]

Tongle Wu

IEEE Trans. Image Process., 2024

DifFaiRec: Generative Fair Recommender with Conditional Diffusion Model.

[BibT_eX]

[DOI]

Zhenhao Jiang

CoRR, 2024

Graph Classification via Reference Distribution Learning: Theory and Practice.

[BibT_eX]

[DOI]

Zixiao Wang

CoRR, 2024

DA-Flow: Dual Attention Normalizing Flow for Skeleton-based Video Anomaly Detection.

[BibT_eX]

[DOI]

CoRR, 2024

Diving Deep into Regions: Exploiting Regional Information Transformer for Single Image Deraining.

[BibT_eX]

[DOI]

CoRR, 2024

Spectral Clustering for Discrete Distributions.

[BibT_eX]

[DOI]

Zixiao Wang

Dong Qiao

CoRR, 2024

Kernel Readout for Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

LG-FGAD: An Effective Federated Graph Anomaly Detection Framework.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Dual Contrastive Graph-Level Clustering with Multiple Cluster Perspectives Alignment.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Learning Graph Representation via Graph Entropy Maximization.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Deep Orthogonal Hypersphere Compression for Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

MMD Graph Kernel: Effective Metric Learning for Graphs via Maximum Mean Discrepancy.

[BibT_eX]

[DOI]

Yan Sun

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Neuron-Enhanced AutoEncoder Matrix Completion and Collaborative Filtering: Theory and Practice.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Dense Projection for Anomaly Detection.

[BibT_eX]

[DOI]

Dazhi Fu

Zhao Zhang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Long-range zero-shot generative deep network quantization.

[BibT_eX]

[DOI]

Neural Networks, September, 2023

Robust and fast low-rank deep convolutional feature recovery: toward information retention and accelerated convergence.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., March, 2023

Euclidean-Norm-Induced Schatten-p Quasi-Norm Regularization for Low-Rank Tensor Completion and Tensor Robust Principal Component Analysis.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2023

Self-Discriminative Modeling for Anomalous Graph Detection.

[BibT_eX]

[DOI]

Jinyu Cai

Yunhe Zhang

CoRR, 2023

ESMC: Entire Space Multi-Task Model for Post-Click Conversion Rate via Parameter Constraint.

[BibT_eX]

[DOI]

CoRR, 2023

Restricted Generative Projection for One-Class Classification and Anomaly Detection.

[BibT_eX]

[DOI]

Feng Xiao

Ruoyu Sun

CoRR, 2023

Deep Graph-Level Orthogonal Hypersphere Compression for Anomaly Detection.

[BibT_eX]

[DOI]

CoRR, 2023

Boosting Spectral Clustering on Incomplete Data via Kernel Correction and Affinity Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Graph Convolutional Kernel Machine versus Graph Convolutional Networks.

[BibT_eX]

[DOI]

Zhihao Wu

Zhao Zhang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Lovász Principle for Unsupervised Graph Representation Learning.

[BibT_eX]

[DOI]

Ziheng Sun

Chris Ding

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Federated Spectral Clustering via Secure Similarity Reconstruction.

[BibT_eX]

[DOI]

Dong Qiao

Chris Ding

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

FCBoost-Net: A Generative Network for Synthesizing Multiple Collocated Outfits via Fashion Compatibility Boosting.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Decoupled Cross-Scale Cross-View Interaction for Stereo Image Enhancement in the Dark.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

InspirNET: An Unsupervised Generative Adversarial Network with Controllable Fine-grained Texture Disentanglement for Fashion Generation.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

FashionDiff: A Controllable Diffusion Model Using Pairwise Fashion Elements for Intelligent Design.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Arbitrary Virtual Try-on Network: Characteristics Representation and Trade-off between Body and Clothing.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Feature Aggregating Network with Inter-Frame Interaction for Efficient Video Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2023

2022

Kernel-Based Statistical Process Monitoring and Fault Detection in the Presence of Missing Data.

[BibT_eX]

[DOI]

S. Joe Qin

IEEE Trans. Ind. Informatics, 2022

Unsupervised Deep Discriminant Analysis Based Clustering.

[BibT_eX]

[DOI]

Jinyu Cai

Wenzhong Guo

CoRR, 2022

ClusterQ: Semantic Feature Distribution Alignment for Data-Free Quantization.

[BibT_eX]

[DOI]

CoRR, 2022

A Simple Approach to Automated Spectral Clustering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Perturbation Learning Based Anomaly Detection.

[BibT_eX]

[DOI]

Jinyu Cai

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Human-Centered Real-Time Instance Segmentation with Integration with Data Association and SOLO.

[BibT_eX]

[DOI]

Lu Cheng

Mingbo Zhao

Proceedings of the Neural Computing for Advanced Applications, 2022

Robust Attention Deraining Network for Synchronous Rain Streaks and Raindrops Removal.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Fashion Image Search via Anchor-Free Detector.

[BibT_eX]

[DOI]

Proceedings of the ICMR '22: International Conference on Multimedia Retrieval, Newark, NJ, USA, June 27, 2022

Multi-Mode Deep Matrix and Tensor Factorization.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

FineFormer: Fine-Grained Adaptive Object Transformer for Image Captioning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2022

Towards Feature Distribution Alignment and Diversity Enhancement for Data-Free Quantization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2022

Efficient Deep Embedded Subspace Clustering.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Dynamic Nonlinear Matrix Completion for Time-Varying Data Imputation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Robust Non-Linear Matrix Factorization for Dictionary Learning, Denoising, and Clustering.

[BibT_eX]

[DOI]

Chengrun Yang

IEEE Trans. Signal Process., 2021

A scalable sub-graph regularization for efficient content based image retrieval with long-term relevance feedback enhancement.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

EGGS: Eigen-Gap Guided Search Making Subspace Clustering Easy.

[BibT_eX]

[DOI]

CoRR, 2021

Interactive Clothes Image Retrieval via Multi-modal Feature Fusion of Image Representation and Natural Language Feedback.

[BibT_eX]

[DOI]

Proceedings of the Neural Computing for Advanced Applications, 2021

Large-Scale Subspace Clustering via k-Factorization.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Robust Low-rank Deep Feature Recovery in CNNs: Toward Low Information Loss and Fast Convergence.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

2020

Exactly Robust Kernel Principal Component Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Matrix Completion via Sparse Factorization Solved by Accelerated Proximal Alternating Linearized Minimization.

[BibT_eX]

[DOI]

Mingbo Zhao

IEEE Trans. Big Data, 2020

k-Factorization Subspace Clustering.

[BibT_eX]

[DOI]

CoRR, 2020

Low-Rank Tensor Recovery with Euclidean-Norm-Induced Schatten-p Quasi-Norm Regularization.

[BibT_eX]

[DOI]

CoRR, 2020

kFW: A Frank-Wolfe style algorithm with stronger subproblem oracles.

[BibT_eX]

[DOI]

Lijun Ding

CoRR, 2020

Efficient AutoML Pipeline Search with Matrix and Tensor Factorization.

[BibT_eX]

[DOI]

CoRR, 2020

Centrality Graph Convolutional Networks for Skeleton-based Action Recognition.

[BibT_eX]

[DOI]

CoRR, 2020

AutoML Pipeline Selection: Efficiently Navigating the Combinatorial Space.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Polynomial Matrix Completion for Missing Data Imputation and Transductive Learning.

[BibT_eX]

[DOI]

Yuqian Zhang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Fault Detection for Rolling-Element Bearings Using Multivariate Statistical Process Control Methods.

[BibT_eX]

[DOI]

Xiaohang Jin

IEEE Trans. Instrum. Meas., 2019

Factor Group-Sparse Regularization for Efficient Low-Rank Matrix Recovery.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Online High Rank Matrix Completion.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Non-linear matrix completion.

[BibT_eX]

[DOI]

Pattern Recognit., 2018

Nonlinear Dimensionality Reduction for Data with Disconnected Neighborhood Graph.

[BibT_eX]

[DOI]

Neural Process. Lett., 2018

Accelerated low-rank representation for subspace clustering and semi-supervised classification on large-scale data.

[BibT_eX]

[DOI]

Neural Networks, 2018

Matrix completion by deep matrix factorization.

[BibT_eX]

[DOI]

Jieyu Cheng

Neural Networks, 2018

Anchored Projection Based Capped l_2, 1 -Norm Regression for Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018

2017

Matrix completion by least-square, low-rank, and sparse self-representations.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

Sparse subspace clustering for data with missing entries and high-rank matrix completion.

[BibT_eX]

[DOI]

Neural Networks, 2017

Deep learning based matrix completion.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Multi-label classification for images with missing labels.

[BibT_eX]

[DOI]

Jianghong Ma

Wei Wang

Proceedings of the 15th IEEE International Conference on Industrial Informatics, 2017

AutoEncoder based high-dimensional data fault detection system.

[BibT_eX]

[DOI]

Wei Wang

Haijun Zhang

Proceedings of the 15th IEEE International Conference on Industrial Informatics, 2017

2014

Fault detection and diagnosis of non-linear non-Gaussian dynamic processes using kernel dynamic independent component analysis.

[BibT_eX]

[DOI]