Si Wu

4.5k citations

106 papers · 2.5k · 1 hit paper · h-index 23

Impact in

Computer Vision and Pattern Recognition top 1%
- Face and Expression Recognition
- Video Surveillance and Tracking Methods
- Advanced Neural Network Applications
Artificial Intelligence top 1%
- Anomaly Detection Techniques and Applications
- Domain Adaptation and Few-Shot Learning
- Advanced Clustering Algorithms Research
- Neural Networks and Applications
- Machine Learning and ELM

Papers in

Computer Vision and Pattern Recognition 67
- Generative Adversarial Networks and Image Synthesis 24
- Video Surveillance and Tracking Methods 18
- Advanced Neural Network Applications 16
- Advanced Image and Video Retrieval Techniques 11
- Face and Expression Recognition 9
- Human Pose and Action Recognition 8
Artificial Intelligence 51
- Domain Adaptation and Few-Shot Learning 29
- Machine Learning and ELM 11

Co-authors: Шун-ичи Амари (4 shared papers)Hau−San Wong (69 shared papers)Zhiwen Yu (29 shared papers)Cheng Liu (21 shared papers)K. Y. Michael Wong (3 shared papers)Seong Soo A. An (1 shared paper)Bo Li (1 shared paper)John Hulme (1 shared paper)
Journals: Pattern Recognition (11 papers)IEEE Transactions on Image Processing (5 papers)Knowledge-Based Systems (5 papers)IEEE Transactions on Multimedia (5 papers)IEEE Transactions on Neural Networks and Learning Systems (5 papers)
Partner nations: China Hong Kong United Kingdom

In The Last Decade

Si Wu

103 papers receiving 2.4k citations

Si Wu's Hit Papers

align trajectories log scale

Improving support vector machine classifiers by modifying kernel functions 1999 · 667 citations

Peers

Countries citing papers authored by Si Wu

Since Specialization

Citations

This map shows the geographic impact of Si Wu'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 Si Wu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Si Wu more than expected).

Fields of papers citing papers by Si Wu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Si Wu. 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 Si Wu. The network helps show where Si Wu may publish in the future.

Co-authors

The 25 scholars most cited alongside Si Wu, 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 Si Wu Line = papers co-authored together Si Wu 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 106 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Improving support vector machine classifiers by modifying kernel functions Neural Networks ·Шун-ичи Амари, Si Wu Hit paper breakdown →	1999	667
2	Gut Microbiota and Their Neuroinflammatory Implications in Alzheimer’s Disease Nutrients ·Vo Van Giau, Si Wu, Angelo Jamerlan, Seong Soo A. An, SangYun Kim, John Hulme	2018	189
3	Incremental Semi-Supervised Clustering Ensemble for High Dimensional Data Clustering IEEE Transactions on Knowledge and Data Engineering ·Zhiwen Yu, Peinan Luo, Jane You, Hau−San Wong, Hareton Leung, Si Wu, Jun Zhang, Guoqiang Han	2015	147
4	Adaptive activation functions in convolutional neural networks Neurocomputing ·Sheng Qian, Liu Hua, Cheng Liu, Si Wu, Hau−San Wong	2017	126
5	A dynamic call admission policy with precision QoS guarantee using stochastic control for mobile wireless networks IEEE/ACM Transactions on Networking ·Si Wu, K. Y. Michael Wong, Bo Li	2002	97
6	A Bayesian Model for Crowd Escape Behavior Detection IEEE Transactions on Circuits and Systems for Video Technology ·Si Wu, Hau−San Wong, Zhiwen Yu	2013	76
7	Cluster Analysis of Gene Expression Data Based on Self-Splitting and Merging Competitive Learning IEEE Transactions on Information Technology in Biomedicine ·Si Wu, Alan Wee‐Chung Liew, Hong Yan, Mengsu Yang	2004	64
8	Conformal Transformation of Kernel Functions: A Data-Dependent Way to Improve Support Vector Machine Classifiers Neural Processing Letters ·Si Wu, Шун-ичи Амари	2002	63
9	Self-Supervised Graph Completion for Incomplete Multi-View Clustering IEEE Transactions on Knowledge and Data Engineering ·Cheng Liu, Si Wu, Rui Li, Dazhi Jiang, Hau−San Wong	2023	59
10	Sequential support vector classifiers and regression Sethu Vijayakumar, Si Wu	1999	55
11	Progressive subspace ensemble learning Pattern Recognition ·Zhiwen Yu, Daxing Wang, Jane You, Hau−San Wong, Si Wu, Jun Zhang, Guoqiang Han	2016	41
12	Crowd Motion Partitioning in a Scattered Motion Field IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) ·Si Wu, Hau−San Wong	2012	37
13	Solving the inverse problem of noise-driven dynamic networks Physical Review E ·Zhaoyang Zhang, Zhigang Zheng, Haijing Niu, Yuanyuan Mi, Si Wu, Guang Hu	2015	36
14	Self-Guided Partial Graph Propagation for Incomplete Multiview Clustering IEEE Transactions on Neural Networks and Learning Systems ·Cheng Liu, Rui Li, Si Wu, Hangjun Che, Dazhi Jiang, Zhiwen Yu, Hau−San Wong	2023	36
15	Mutual Learning of Complementary Networks via Residual Correction for Improving Semi-Supervised Classification Si Wu, Jichang Li, Cheng Liu, Zhiwen Yu, Hau−San Wong	2019	33
16	Multiobjective Semisupervised Classifier Ensemble IEEE Transactions on Cybernetics ·Zhiwen Yu, Yidong Zhang, C. L. Philip Chen, Jane You, Hau−San Wong, Dan Dai, Si Wu, Jun Zhang	2018	32
17	Semi-Supervised Image Classification With Self-Paced Cross-Task Networks IEEE Transactions on Multimedia ·Si Wu, Qiujia Ji, Shufeng Wang, Hau−San Wong, Zhiwen Yu, Yong Xu	2017	30
18	Semi-Supervised Deep Coupled Ensemble Learning With Classification Landmark Exploration IEEE Transactions on Image Processing ·Jichang Li, Si Wu, Cheng Liu, Zhiwen Yu, Hau−San Wong	2019	27
19	Enhancing TripleGAN for Semi-Supervised Conditional Instance Synthesis and Classification Si Wu, Guangchang Deng, Jichang Li, Rui Li, Zhiwen Yu, Hau−San Wong	2019	26
20	A fuzzy minimax clustering model and its applications Information Sciences ·Xiang Li, Hau−San Wong, Si Wu	2011	25

About Si Wu

Si Wu is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Molecular Biology, Ocean Engineering and Signal Processing, having authored 106 papers that have together received 2.5k indexed citations. Recurring topics across this work include Domain Adaptation and Few-Shot Learning (29 papers), Generative Adversarial Networks and Image Synthesis (24 papers), Video Surveillance and Tracking Methods (18 papers), Advanced Neural Network Applications (16 papers), Machine Learning and ELM (11 papers), Advanced Image and Video Retrieval Techniques (11 papers), Face and Expression Recognition (9 papers) and Human Pose and Action Recognition (8 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (1.0k citations), Artificial Intelligence (1.1k citations), Biological Psychiatry (70 citations), Computational Mathematics (12 citations) and Signal Processing (169 citations). Si Wu has collaborated with scholars based in China, Hong Kong and United Kingdom. Frequent co-authors include Шун-ичи Амари, Hau−San Wong, Zhiwen Yu, Cheng Liu, K. Y. Michael Wong, Seong Soo A. An, Bo Li, John Hulme, Rui Li and SangYun Kim. Their work appears in journals such as Pattern Recognition, IEEE Transactions on Image Processing, Knowledge-Based Systems, IEEE Transactions on Multimedia and IEEE Transactions on Neural Networks and Learning Systems.

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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Si Wu

Si Wu's Hit Papers

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About Si Wu

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