Jiyuan Liu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 37

Top Topics

Anomaly Detection

Image Representation

Subspace Clustering

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Yan Li, Xingchen Hu, Tuanfei Zhu, Jiyuan Liu, Xinwang Liu, Zhong Liu
Discriminative embedded multi-view fuzzy C-means clustering for feature-redundant and incomplete data. Inf. Sci. 677 (2024)
Siqi Wang, Jiyuan Liu, Guang Yu, Xinwang Liu, Sihang Zhou, En Zhu, Yuexiang Yang, Jianping Yin, Wenjing Yang
Multiview Deep Anomaly Detection: A Systematic Exploration. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Xinhang Wan, Bin Xiao, Xinwang Liu, Jiyuan Liu, Weixuan Liang, En Zhu
Fast Continual Multi-View Clustering With Incomplete Views. IEEE Trans. Image Process. 33 (2024)
Xingchen Hu, Jindong Qin, Yinghua Shen, Witold Pedrycz, Xinwang Liu, Jiyuan Liu
An Efficient Federated Multiview Fuzzy C-Means Clustering Method. IEEE Trans. Fuzzy Syst. 32 (4) (2024)
Xinhang Wan, Jiyuan Liu, Jue Wang, Xinwang Liu, Siwei Wang, Yi Wen, Tianjiao Wan, En Zhu
One-step Multi-view Clustering with Diverse Representation. CoRR (2023)
Yi Wen, Siwei Wang, Ke Liang, Weixuan Liang, Xinhang Wan, Xinwang Liu, Suyuan Liu, Jiyuan Liu, En Zhu
Scalable Incomplete Multi-View Clustering with Structure Alignment. CoRR (2023)
Xinhang Wan, Jiyuan Liu, Ao Li, Xinwang Liu, En Zhu
Contrastive Continual Multi-view Clustering with Filtered Structural Fusion. CoRR (2023)
Xinhang Wan, Xinwang Liu, Jiyuan Liu, Siwei Wang, Yi Wen, Weixuan Liang, En Zhu, Zhe Liu, Lu Zhou
Auto-weighted Multi-view Clustering for Large-scale Data. CoRR (2023)
Jiyuan Liu, Xinwang Liu, Yuexiang Yang, Qing Liao, Yuanqing Xia
Contrastive Multi-View Kernel Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (8) (2023)
Peitao Hong, Liucun Zhu, Jiyuan Liu, Zhenyu Zhang, Liang Li, Wenhao Bai, Zhanpeng Jing, Shanjun Zhang
Image-based 2D Form-closure Grasping Detection Method. ICBASE (2023)
Xinhang Wan, Xinwang Liu, Jiyuan Liu, Siwei Wang, Yi Wen, Weixuan Liang, En Zhu, Zhe Liu, Lu Zhou
Auto-Weighted Multi-View Clustering for Large-Scale Data. AAAI (2023)
Xinhang Wan, Bin Xiao, Xinwang Liu, Jiyuan Liu, Weixuan Liang, En Zhu
Fast Continual Multi-View Clustering with Incomplete Views. CoRR (2023)
Yi Wen, Siwei Wang, Ke Liang, Weixuan Liang, Xinhang Wan, Xinwang Liu, Suyuan Liu, Jiyuan Liu, En Zhu
Scalable Incomplete Multi-View Clustering with Structure Alignment. ACM Multimedia (2023)
Yi Zhang, Xinwang Liu, Jiyuan Liu, Sisi Dai, Changwang Zhang, Kai Xu, En Zhu
Fusion Multiple Kernel K-means. AAAI (2022)
Weixuan Liang, Xinwang Liu, Sihang Zhou, Jiyuan Liu, Siwei Wang, En Zhu
Robust Graph-Based Multi-View Clustering. AAAI (2022)
Xinhang Wan, Jiyuan Liu, Weixuan Liang, Xinwang Liu, Yi Wen, En Zhu
Continual Multi-view Clustering. ACM Multimedia (2022)
Junpu Zhang, Liang Li, Siwei Wang, Jiyuan Liu, Yue Liu, Xinwang Liu, En Zhu
Multiple Kernel Clustering with Dual Noise Minimization. CoRR (2022)
Yuxin Huang, Miaomiao Li, Wenxuan Tu, Jiyuan Liu, Jiahao Ying
Spare simple MKKM with semi-infinite linear program optimization. Int. J. Intell. Syst. 37 (2) (2022)
Jiyuan Liu, Xinwang Liu, Jian Xiong, Qing Liao, Sihang Zhou, Siwei Wang, Yuexiang Yang
Optimal Neighborhood Multiple Kernel Clustering With Adaptive Local Kernels. IEEE Trans. Knowl. Data Eng. 34 (6) (2022)
Siwei Wang, Xinwang Liu, Li Liu, Wenxuan Tu, Xinzhong Zhu, Jiyuan Liu, Sihang Zhou, En Zhu
Highly-efficient Incomplete Largescale Multiview Clustering with Consensus Bipartite Graph. CVPR (2022)
Weixuan Liang, Xinwang Liu, Yong Liu, Sihang Zhou, Jun-Jie Huang, Siwei Wang, Jiyuan Liu, Yi Zhang, En Zhu
Stability and Generalization of Kernel Clustering: from Single Kernel to Multiple Kernel. NeurIPS (2022)
Junpu Zhang, Liang Li, Siwei Wang, Jiyuan Liu, Yue Liu, Xinwang Liu, En Zhu
Multiple Kernel Clustering with Dual Noise Minimization. ACM Multimedia (2022)
Jiyuan Liu, Xinwang Liu, Yuexiang Yang, Xifeng Guo, Marius Kloft, Liangzhong He
Multiview Subspace Clustering via Co-Training Robust Data Representation. IEEE Trans. Neural Networks Learn. Syst. 33 (10) (2022)
Xiaolei Wang, Lin Yang, Dongyang Li, Linru Ma, Yongzhong He, Junchao Xiao, Jiyuan Liu, Yuexiang Yang
MADDC: Multi-Scale Anomaly Detection, Diagnosis and Correction for Discrete Event Logs. ACSAC (2022)
Yi Zhang, Xinwang Liu, Siwei Wang, Jiyuan Liu, Sisi Dai, En Zhu
One-Stage Incomplete Multi-view Clustering via Late Fusion. ACM Multimedia (2021)
Chen Zhang, Siwei Wang, Jiyuan Liu, Sihang Zhou, Pei Zhang, Xinwang Liu, En Zhu, Changwang Zhang
Multi-view Clustering via Deep Matrix Factorization and Partition Alignment. ACM Multimedia (2021)
Jiyuan Liu, Xinwang Liu, Yuexiang Yang, Li Liu, Siqi Wang, Weixuan Liang, Jiangyong Shi
One-pass Multi-view Clustering for Large-scale Data. ICCV (2021)
Chen Zhang, Siwei Wang, Jiyuan Liu, Sihang Zhou, Pei Zhang, Xinwang Liu, En Zhu, Changwang Zhang
Multi-view Clustering via Deep Matrix Factorization and Partition Alignment. CoRR (2021)
Jiyuan Liu, Xinwang Liu, Siwei Wang, Sihang Zhou, Yuexiang Yang
Hierarchical Multiple Kernel Clustering. AAAI (2021)
Xinwang Liu, Li Liu, Qing Liao, Siwei Wang, Yi Zhang, Wenxuan Tu, Chang Tang, Jiyuan Liu, En Zhu
One Pass Late Fusion Multi-view Clustering. ICML (2021)
Jiyuan Liu, Xinwang Liu, Yi Zhang, Pei Zhang, Wenxuan Tu, Siwei Wang, Sihang Zhou, Weixuan Liang, Siqi Wang, Yuexiang Yang
Self-Representation Subspace Clustering for Incomplete Multi-view Data. ACM Multimedia (2021)
Siqi Wang, Jiyuan Liu, Guang Yu, Xinwang Liu, Sihang Zhou, En Zhu, Yuexiang Yang, Jianping Yin
Multi-view Deep One-class Classification: A Systematic Exploration. CoRR (2021)
Xinwang Liu, Sihang Zhou, Li Liu, Chang Tang, Siwei Wang, Jiyuan Liu, Yi Zhang
Localized Simple Multiple Kernel K-means. ICCV (2021)
Xinwang Liu, En Zhu, Jiyuan Liu, Timothy M. Hospedales, Yang Wang, Meng Wang
SimpleMKKM: Simple Multiple Kernel K-means. CoRR (2020)
Sihang Zhou, Xinwang Liu, Jiyuan Liu, Xifeng Guo, Yawei Zhao, En Zhu, Yongping Zhai, Jianping Yin, Wen Gao
Multi-View Spectral Clustering with Optimal Neighborhood Laplacian Matrix. AAAI (2020)
Xifeng Guo, Jiyuan Liu, Sihang Zhou, En Zhu, Shihao Dong
Image Representation Learning by Transformation Regression. ICPR (2020)
Siwei Wang, Xinwang Liu, En Zhu, Chang Tang, Jiyuan Liu, Jingtao Hu, Jingyuan Xia, Jianping Yin
Multi-view Clustering via Late Fusion Alignment Maximization. IJCAI (2019)