Siwei Wang

7.7k citations

204 papers · 5.0k · 5 hit papers · h-index 41

Impact in

Computational Mathematics top 1%
Computer Vision and Pattern Recognition top 0.2%
- Face and Expression Recognition
- Video Surveillance and Tracking Methods
- Advanced Image and Video Retrieval Techniques

Papers in

Artificial Intelligence 82
- Advanced Clustering Algorithms Research 40
- Advanced Graph Neural Networks 22
- Text and Document Classification Technologies 17
Computer Vision and Pattern Recognition 72
- Face and Expression Recognition 44
- Video Surveillance and Tracking Methods 16
- Advanced Image and Video Retrieval Techniques 13

Co-authors: Xinwang Liu (79 shared papers)En Zhu (61 shared papers)Sihang Zhou (28 shared papers)Jiyuan Liu (12 shared papers)Wenxuan Tu (14 shared papers)Pei Zhang (6 shared papers)Suyuan Liu (18 shared papers)Fanglin Chen (16 shared papers)
Journals: IEEE Transactions on Neural Networks and Learning Systems (15 papers)Journal of Membrane Science (8 papers)IEEE Transactions on Knowledge and Data Engineering (6 papers)IEEE Access (4 papers)Optics Letters (4 papers)
Partner nations: China United States France

In The Last Decade

Siwei Wang

184 papers receiving 5.0k citations

Siwei Wang's Hit Papers

5 papers align trajectories log scale

A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multi-Modal 2024 · 94 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2024 IEEE Transactions on Pattern Analysis and Machine Intelligence
2024 IEEE Transactions on Neural Networks and Learning Systems
2023 IEEE Transactions on Neural Networks and Learning Systems
2021 IEEE Transactions on Image Processing
2021 Scalable Multi-view Subspace Clustering with Unified Anchors

Peers

Countries citing papers authored by Siwei Wang

Since Specialization

Citations

This map shows the geographic impact of Siwei Wang's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Siwei Wang with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Siwei Wang more than expected).

Fields of papers citing papers by Siwei Wang

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Siwei Wang. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Siwei Wang. The network helps show where Siwei Wang may publish in the future.

Co-authors

The 25 scholars most cited alongside Siwei Wang, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Siwei Wang Line = papers co-authored together Siwei Wang links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 204 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Fast Parameter-Free Multi-View Subspace Clustering With Consensus Anchor Guidance IEEE Transactions on Image Processing ·Siwei Wang, Xinwang Liu, Xinzhong Zhu, Pei Zhang, Yi Zhang, Feng Gao, En Zhu Hit paper breakdown →	2021	323
2	Multi-view Clustering via Late Fusion Alignment Maximization Siwei Wang, Xinwang Liu, En Zhu, Chang Tang, Jiyuan Liu, Jingtao Hu, Jingyuan Xia, Jianping Yin	2019	184
3	CBNet: A Novel Composite Backbone Network Architecture for Object Detection Proceedings of the AAAI Conference on Artificial Intelligence ·Yudong Liu, Yongtao Wang, Siwei Wang, Tingting Liang, Qijie Zhao, Zhi Tang, Haibin Ling	2020	183
4	Scalable Multi-view Subspace Clustering with Unified Anchors Mengjing Sun, Pei Zhang, Siwei Wang, Sihang Zhou, Wenxuan Tu, Xinwang Liu, En Zhu, Changjian Wang Hit paper breakdown →	2021	178
5	Low temperature solid oxide fuel cells with hierarchically porous cathode nano-network Nano Energy ·Yu Chen, Ye Lin, Yanxiang Zhang, Siwei Wang, Dong Su, Zhibin Yang, Minfang Han, Fanglin Chen	2014	158
6	Efficient One-Pass Multi-View Subspace Clustering with Consensus Anchors Proceedings of the AAAI Conference on Artificial Intelligence ·Suyuan Liu, Siwei Wang, Pei Zhang, Kai Xu, Xinwang Liu, Changwang Zhang, Feng Gao	2022	130
7	Highly-efficient Incomplete Largescale Multiview Clustering with Consensus Bipartite Graph 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) ·Siwei Wang, Xinwang Liu, Li Liu, Wenxuan Tu, Xinzhong Zhu, Jiyuan Liu, Sihang Zhou, En Zhu	2022	113
8	Simple Contrastive Graph Clustering IEEE Transactions on Neural Networks and Learning Systems ·Yue Liu, Xihong Yang, Sihang Zhou, Xinwang Liu, Siwei Wang, Ke Liang, Wenxuan Tu, Liang Li Hit paper breakdown →	2023	109
9	A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multi-Modal IEEE Transactions on Pattern Analysis and Machine Intelligence ·Ke Liang, Lingyuan Meng, Meng Liu, Yue Liu, Wenxuan Tu, Siwei Wang, Sihang Zhou, Xinwang Liu, Fuchun Sun, Kunlun He Hit paper breakdown →	2024	94
10	Late Fusion Multiple Kernel Clustering With Proxy Graph Refinement IEEE Transactions on Neural Networks and Learning Systems ·Siwei Wang, Xinwang Liu, Li Liu, Sihang Zhou, En Zhu	2021	86
11	Fast Incomplete Multi-View Clustering With View-Independent Anchors IEEE Transactions on Neural Networks and Learning Systems ·Suyuan Liu, Xinwang Liu, Siwei Wang, Xin Niu, En Zhu	2022	82
12	A new image encryption scheme based on coupling map lattices with mixed multi-chaos Scientific Reports ·Xingyuan Wang, Nana Guan, Hongyu Zhao, Siwei Wang, Yingqian Zhang	2020	81
13	Improved autoencoder for unsupervised anomaly detection International Journal of Intelligent Systems ·Zhen Cheng, Siwei Wang, Pei Zhang, Siqi Wang, Xinwang Liu, En Zhu	2021	78
14	Cluster-Guided Contrastive Graph Clustering Network Proceedings of the AAAI Conference on Artificial Intelligence ·Xihong Yang, Yue Liu, Sihang Zhou, Siwei Wang, Wenxuan Tu, Qun Zheng, Xinwang Liu, Liming Fang, En Zhu	2023	76
15	Multi-view Clustering via Deep Matrix Factorization and Partition Alignment Chen Zhang, Siwei Wang, Jiyuan Liu, Sihang Zhou, Pei Zhang, Xinwang Liu, En Zhu, Changwang Zhang	2021	75
16	Self-Representation Subspace Clustering for Incomplete Multi-view Data Jiyuan Liu, Xinwang Liu, Yi Zhang, Pei Zhang, Wenxuan Tu, Siwei Wang, Sihang Zhou, Weixuan Liang, Siqi Wang, Yuexiang Yang	2021	74
17	Graph Anomaly Detection via Multi-Scale Contrastive Learning Networks with Augmented View Proceedings of the AAAI Conference on Artificial Intelligence ·Jingcan Duan, Siwei Wang, Pei Zhang, En Zhu, Jingtao Hu, Hu Jin, Yue Liu, Zhibin Dong	2023	71
18	DealMVC: Dual Contrastive Calibration for Multi-view Clustering Xihong Yang, Jiaqi Jin, Siwei Wang, Ke Liang, Yue Liu, Yi Wen, Suyuan Liu, Sihang Zhou, Xinwang Liu, En Zhu	2023	67
19	K-Means Clustering With Incomplete Data IEEE Access ·Siwei Wang, Miaomiao Li, Ning Hu, En Zhu, Jingtao Hu, Xinwang Liu, Jianping Yin	2019	60
20	Multi-View Spectral Clustering with High-Order Optimal Neighborhood Laplacian Matrix IEEE Transactions on Knowledge and Data Engineering ·Weixuan Liang, Sihang Zhou, Jian Xiong, Xinwang Liu, Siwei Wang, En Zhu, Zhiping Cai, Xin Xu	2020	60

About Siwei Wang

Siwei Wang is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Materials Chemistry, Electrical and Electronic Engineering and Statistical and Nonlinear Physics, having authored 204 papers that have together received 5.0k indexed citations. Recurring topics across this work include Face and Expression Recognition (44 papers), Advanced Clustering Algorithms Research (40 papers), Advanced Graph Neural Networks (22 papers), Text and Document Classification Technologies (17 papers), Complex Network Analysis Techniques (16 papers), Video Surveillance and Tracking Methods (16 papers), Advancements in Solid Oxide Fuel Cells (14 papers) and Advanced Image and Video Retrieval Techniques (13 papers). The work is most often cited by research in Computational Mathematics (123 citations), Computer Vision and Pattern Recognition (2.5k citations), Artificial Intelligence (2.3k citations), Urban Studies (305 citations) and Media Technology (375 citations). Siwei Wang has collaborated with scholars based in China, United States and France. Frequent co-authors include Xinwang Liu, En Zhu, Sihang Zhou, Jiyuan Liu, Wenxuan Tu, Pei Zhang, Suyuan Liu, Fanglin Chen, Xinzhong Zhu and Yue Liu. Their work appears in journals such as IEEE Transactions on Neural Networks and Learning Systems, Journal of Membrane Science, IEEE Transactions on Knowledge and Data Engineering, IEEE Access and Optics Letters.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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About Siwei Wang

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