Multi-view Clustering via Late Fusion Alignment Maximization. - Siwei Wang 001; Xinwang Liu 002; En Zhu; Chang Tang; Jiyuan Liu 003; Jingtao Hu; Jingyuan Xia; Jianping Yin (IJCAI, 2019)

Multi-View Spectral Clustering with Optimal Neighborhood Laplacian Matrix. - Sihang Zhou 001; Xinwang Liu 002; Jiyuan Liu 003; Xifeng Guo 001; Yawei Zhao; En Zhu; Yongping Zhai; Jianping Yin; Wen Gao 001 (AAAI, 2020)

Image Representation Learning by Transformation Regression. - Xifeng Guo 001; Jiyuan Liu 003; Sihang Zhou 001; En Zhu; Shihao Dong (ICPR, 2020)

SimpleMKKM: Simple Multiple Kernel K-means. - Xinwang Liu 002; En Zhu; Jiyuan Liu 003; Timothy M. Hospedales; Yang Wang 023; Meng Wang 001 (CoRR, 2020)

Hierarchical Multiple Kernel Clustering. - Jiyuan Liu 003; Xinwang Liu 002; Siwei Wang 001; Sihang Zhou 001; Yuexiang Yang (AAAI, 2021)

One-pass Multi-view Clustering for Large-scale Data. - Jiyuan Liu 003; Xinwang Liu 002; Yuexiang Yang; Li Liu 002; Siqi Wang 001; Weixuan Liang; Jiangyong Shi (ICCV, 2021)

Localized Simple Multiple Kernel K-means. - Xinwang Liu 002; Sihang Zhou 001; Li Liu 002; Chang Tang; Siwei Wang 001; Jiyuan Liu 003; Yi Zhang 104 (ICCV, 2021)

One Pass Late Fusion Multi-view Clustering. - Xinwang Liu 002; Li Liu 002; Qing Liao 001; Siwei Wang 001; Yi Zhang 104; Wenxuan Tu; Chang Tang; Jiyuan Liu 003; En Zhu (ICML, 2021)

Self-Representation Subspace Clustering for Incomplete Multi-view Data. - Jiyuan Liu 003; Xinwang Liu 002; Yi Zhang 104; Pei Zhang 008; Wenxuan Tu; Siwei Wang 001; Sihang Zhou 001; Weixuan Liang; Siqi Wang 001; Yuexiang Yang (ACM Multimedia, 2021)

One-Stage Incomplete Multi-view Clustering via Late Fusion. - Yi Zhang 104; Xinwang Liu 002; Siwei Wang 001; Jiyuan Liu 003; Sisi Dai; En Zhu (ACM Multimedia, 2021)

Multi-view Clustering via Deep Matrix Factorization and Partition Alignment. - Chen Zhang; Siwei Wang 001; Jiyuan Liu 003; Sihang Zhou 001; Pei Zhang 008; Xinwang Liu 002; En Zhu; Changwang Zhang (ACM Multimedia, 2021)

Multi-view Deep One-class Classification: A Systematic Exploration. - Siqi Wang 001; Jiyuan Liu 003; Guang Yu; Xinwang Liu 002; Sihang Zhou 001; En Zhu; Yuexiang Yang; Jianping Yin (CoRR, 2021)

Robust Graph-Based Multi-View Clustering. - Weixuan Liang; Xinwang Liu 002; Sihang Zhou 001; Jiyuan Liu 003; Siwei Wang 001; En Zhu (AAAI, 2022)

Fusion Multiple Kernel K-means. - Yi Zhang 104; Xinwang Liu 002; Jiyuan Liu 003; Sisi Dai; Changwang Zhang; Kai Xu 004; En Zhu (AAAI, 2022)

MADDC: Multi-Scale Anomaly Detection, Diagnosis and Correction for Discrete Event Logs. - Xiaolei Wang 003; Lin Yang; Dongyang Li; Linru Ma; Yongzhong He; Junchao Xiao; Jiyuan Liu 003; Yuexiang Yang (ACSAC, 2022)

Highly-efficient Incomplete Largescale Multiview Clustering with Consensus Bipartite Graph. - Siwei Wang 001; Xinwang Liu 002; Li Liu 002; Wenxuan Tu; Xinzhong Zhu; Jiyuan Liu 003; Sihang Zhou 001; En Zhu (CVPR, 2022)

Continual Multi-view Clustering. - Xinhang Wan; Jiyuan Liu 003; Weixuan Liang; Xinwang Liu 002; Yi Wen 001; En Zhu (ACM Multimedia, 2022)

Multiple Kernel Clustering with Dual Noise Minimization. - Junpu Zhang; Liang Li; Siwei Wang 001; Jiyuan Liu 003; Yue Liu 008; Xinwang Liu 002; En Zhu (ACM Multimedia, 2022)

Stability and Generalization of Kernel Clustering: from Single Kernel to Multiple Kernel. - Weixuan Liang; Xinwang Liu 002; Yong Liu 018; Sihang Zhou 001; Jun-Jie Huang 001; Siwei Wang 001; Jiyuan Liu 003; Yi Zhang 104; En Zhu (NeurIPS, 2022)

Spare simple MKKM with semi-infinite linear program optimization. - Yuxin Huang; Miaomiao Li 001; Wenxuan Tu; Jiyuan Liu 003; Jiahao Ying (Int. J. Intell. Syst., 2022)

Optimal Neighborhood Multiple Kernel Clustering With Adaptive Local Kernels. - Jiyuan Liu 003; Xinwang Liu 002; Jian Xiong 002; Qing Liao 001; Sihang Zhou 001; Siwei Wang 001; Yuexiang Yang (IEEE Trans. Knowl. Data Eng., 2022)

Multiview Subspace Clustering via Co-Training Robust Data Representation. - Jiyuan Liu 003; Xinwang Liu 002; Yuexiang Yang; Xifeng Guo 001; Marius Kloft; Liangzhong He (IEEE Trans. Neural Networks Learn. Syst., 2022)

Auto-Weighted Multi-View Clustering for Large-Scale Data. - Xinhang Wan; Xinwang Liu 002; Jiyuan Liu 003; Siwei Wang 001; Yi Wen 001; Weixuan Liang; En Zhu; Zhe Liu 001; Lu Zhou 002 (AAAI, 2023)

Image-based 2D Form-closure Grasping Detection Method. - Peitao Hong; Liucun Zhu; Jiyuan Liu 003; Zhenyu Zhang; Liang Li; Wenhao Bai; Zhanpeng Jing; Shanjun Zhang (ICBASE, 2023)

Scalable Incomplete Multi-View Clustering with Structure Alignment. - Yi Wen 001; Siwei Wang 001; Ke Liang 006; Weixuan Liang; Xinhang Wan; Xinwang Liu 002; Suyuan Liu; Jiyuan Liu 003; En Zhu (ACM Multimedia, 2023)

One-step Multi-view Clustering with Diverse Representation. - Xinhang Wan; Jiyuan Liu 003; Xinwang Liu 002; Siwei Wang 001; Yi Wen 001; Tianjiao Wan; Li Shen 007; En Zhu (CoRR, 2023)

Contrastive Continual Multi-view Clustering with Filtered Structural Fusion. - Xinhang Wan; Jiyuan Liu 003; Ao Li 002; Xinwang Liu 002; En Zhu (CoRR, 2023)

Contrastive Multi-View Kernel Learning. - Jiyuan Liu 003; Xinwang Liu 002; Yuexiang Yang; Qing Liao 001; Yuanqing Xia (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Decouple then Classify: A Dynamic Multi-view Labeling Strategy with Shared and Specific Information. - Xinhang Wan; Jiyuan Liu 003; Xinwang Liu 002; Yi Wen 001; Hao Yu; Siwei Wang 001; Shengju Yu; Tianjiao Wan; Jun Wang 118; En Zhu (ICML, 2024)

Dualswin-Ynet: A Novel Bimodal Fusion Network for Ship Detection in Remote Sensing Images. - Dongdong Chen; Rusheng Ju; Xiaoyang Liu; Jiyuan Liu 003; Jun Zhang 067; Sihang Qiu (ICPR (5), 2024)

A Lightweight Anchor-Based Incremental Framework for Multi-view Clustering. - Qian Qu; Xinhang Wan; Weixuan Liang; Jiyuan Liu 003; Yu Feng; Huiying Xu; Xinwang Liu 002; En Zhu (ACM Multimedia, 2024)

Active-Passive Federated Learning for Vertically Partitioned Multi-view Data. - Jiyuan Liu 003; Xinwang Liu 002; Siqi Wang 001; Xingchen Hu; Qing Liao 001; Xinhang Wan; Yi Zhang 104; Xin Lv; Kunlun He (CoRR, 2024)

Discriminative embedded multi-view fuzzy C-means clustering for feature-redundant and incomplete data. - Yan Li 003; Xingchen Hu; Tuanfei Zhu; Jiyuan Liu 003; Xinwang Liu 002; Zhong Liu 002 (Inf. Sci., 2024)

Fast Continual Multi-View Clustering With Incomplete Views. - Xinhang Wan; Bin Xiao 002; Xinwang Liu 002; Jiyuan Liu 003; Weixuan Liang; En Zhu (IEEE Trans. Image Process., 2024)

Multiview Deep Anomaly Detection: A Systematic Exploration. - Siqi Wang 001; Jiyuan Liu 003; Guang Yu; Xinwang Liu 002; Sihang Zhou 001; En Zhu; Yuexiang Yang; Jianping Yin; Wenjing Yang 002 (IEEE Trans. Neural Networks Learn. Syst., 2024)

An Efficient Federated Multiview Fuzzy C-Means Clustering Method. - Xingchen Hu; Jindong Qin; Yinghua Shen; Witold Pedrycz; Xinwang Liu 002; Jiyuan Liu 003 (IEEE Trans. Fuzzy Syst., 2024)

GDB-YOLOv5s: Improved YOLO-based model for ship detection in SAR images. - Dongdong Chen; Rusheng Ju; Chuangye Tu; Guangwei Long; Xiaoyang Liu; Jiyuan Liu 003 (IET Image Process., 2024)

On the Consistency and Large-Scale Extension of Multiple Kernel Clustering. - Weixuan Liang; Chang Tang; Xinwang Liu 002; Yong Liu 018; Jiyuan Liu 003; En Zhu; Kunlun He (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Incremental Nyström-based Multiple Kernel Clustering. - Yu Feng; Weixuan Liang; Xinhang Wan; Jiyuan Liu 003; Suyuan Liu; Qian Qu; Renxiang Guan; Huiying Xu; Xinwang Liu 002 (AAAI, 2025)

Structure-Adaptive Multi-View Graph Clustering for Remote Sensing Data. - Renxiang Guan; Wenxuan Tu; Siwei Wang 001; Jiyuan Liu 003; Dayu Hu; Chang Tang; Yu Feng; Junhong Li; Baili Xiao; Xinwang Liu 002 (AAAI, 2025)

Large-scale Multi-view Tensor Clustering with Implicit Linear Kernels. - Jiyuan Liu 003; Xinwang Liu 002; Chuankun Li; Xinhang Wan; Hao Tan; Yi Zhang 104; Weixuan Liang; Qian Qu; Yu Feng; Renxiang Guan; Ke Liang 006 (CVPR, 2025)

DLEFT-MKC: Dynamic Late Fusion Multiple Kernel Clustering with Robust Tensor Learning via Min-Max Optimization. - Yi Zhang 104; Siwei Wang 001; Jiyuan Liu 003; Shengju Yu; Zhibin Dong; Suyuan Liu; Xinwang Liu 002; En Zhu (ICLR, 2025)

One-Step Multi-View Clustering With Diverse Representation. - Xinhang Wan; Jiyuan Liu 003; Xinbiao Gan; Xinwang Liu 002; Siwei Wang 001; Yi Wen 001; Tianjiao Wan; En Zhu (IEEE Trans. Neural Networks Learn. Syst., 2025)

Measuring the Impact of Rotation Equivariance on Aerial Object Detection. - Xiuyu Wu; Xinhao Wang; Xiubin Zhu; Lan Yang 007; Jiyuan Liu 003; Xingchen Hu (CoRR, 2025)

Intra-view and Inter-view Correlation Guided Multi-view Novel Class Discovery. - Xinhang Wan; Jiyuan Liu 003; Qian Qu; Suyuan Liu; Chuyu Zhang; Fangdi Wang; Xinwang Liu 002; En Zhu; Kunlun He (CoRR, 2025)

Contrastive Continual Multiview Clustering With Filtered Structural Fusion. - Xinhang Wan; Jiyuan Liu 003; Hao Yu; Qian Qu; Ao Li 002; Xinwang Liu 002; Ke Liang 006; Zhibin Dong; En Zhu (IEEE Trans. Neural Networks Learn. Syst., 2025)