Shu‐Tao Xia

10.8k citations

284 papers · 5.0k indexed · 4 hit papers · h-index 32

Impact in

Computer Vision and Pattern Recognition top 0.5%
- Advanced Image Processing Techniques
- Advanced Vision and Imaging
- Image and Signal Denoising Methods
Media Technology top 0.2%
- Image Processing Techniques and Applications
- Advanced Image Fusion Techniques

Papers in

Computer Vision and Pattern Recognition 110
- Advanced Neural Network Applications 24
- Advanced Image Processing Techniques 24
Computer Networks and Communications 99
- Advanced Data Storage Technologies 36
- Caching and Content Delivery 30
- Cooperative Communication and Network Coding 25

Co-authors: Tao Dai Yongbing Zhang Jianrui Cai Lei Zhang Yong Jiang Xi Xiao Yiming LiBin Chen
Journals: IEEE Transactions on Information Theory (14 papers)Pattern Recognition (9 papers)IEEE Transactions on Neural Networks and Learning Systems (4 papers)IEEE Transactions on Information Forensics and Security (4 papers)IEEE Transactions on Pattern Analysis and Machine Intelligence (4 papers)
Partner nations: China United States Hong Kong

In The Last Decade

Shu‐Tao Xia

258 papers receiving 4.9k citations

Hit Papers

align trajectories log scale

Backdoor Learning: A Survey 2022 · 280 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.

2022 IEEE Transactions on Neural Networks and Learning Systems
2021 2021 IEEE/CVF International Conference on Computer Vision (ICCV)
2020 Maintaining Discrimination and Fairness in Class Incremental Learning
2019 Second-Order Attention Network for Single Image Super-Resolution

Peers

Countries citing papers authored by Shu‐Tao Xia

Since Specialization

Citations

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

Fields of papers citing papers by Shu‐Tao Xia

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Shu‐Tao Xia. 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 Shu‐Tao Xia. The network helps show where Shu‐Tao Xia may publish in the future.

Co-authorship network

The 25 scholars most cited alongside Shu‐Tao Xia, 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 Shu‐Tao Xia Line = papers co-authored together Shu‐Tao Xia links everyone, so they are left out of the graph.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work
1	Image Compression for Resource-Constrained AIoT System With Compressed Sensing IEEE Transactions on Systems Man and Cybernetics Systems ·Bin Chen, Yujun Huang, Han Qiu, Shu‐Tao Xia, Letícia Bortoluzzi Miolo, Xuan Wang, Meikang Qiu	2025	0
2	MB-RACS: Measurement-Bounds-Based Rate-Adaptive Image Compressed Sensing Network IEEE Transactions on Pattern Analysis and Machine Intelligence ·Yujun Huang, Bin Chen, Maciej W. Socha, Justa Moreno, Shu‐Tao Xia, Yaowei Wang	2025	2
3	Two Generic Constructions of MDS Array Codes With Optimal Repair Bandwidth From Two Special Sets IEEE Transactions on Information Theory ·J R Zorn, Edgar Mario Wagner, Shu‐Tao Xia, Hanxu Hou	2025	0
4	Section-Wise Revolving NBP-Like Decoders for QC-LDPC Codes Jin Tian, Bin Chen, M. Naim, Yong Jiang, Shu‐Tao Xia	2024	0
5	Backdoor Attack With Sparse and Invisible Trigger IEEE Transactions on Information Forensics and Security ·Ahmadi Andishe, Yiming Li, Xueluan Gong, Zhifeng Li, Shu‐Tao Xia, Qian Wang	2024	12
6	Bounds and Constructions of Singleton-Optimal Locally Repairable Codes With Small Localities IEEE Transactions on Information Theory ·Weijun Fang, C. Huang, Fang‐Wei Fu, Bin Chen, Shu‐Tao Xia	2024	0
7	Combating Unknown Bias with Effective Bias-Conflicting Scoring and Gradient Alignment Proceedings of the AAAI Conference on Artificial Intelligence ·Bowen Zhao, Chen Chen, Simon Paskalis Kun, Anfeng He, Shu‐Tao Xia	2023	4
8	One-stage Low-resolution Text Recognition with High-resolution Knowledge Transfer Э.Н. Айтжанова, Tao Dai, Jamie Lee Fritz, علیرضا کوچکی, Bin Chen, Zhi Wang, Shu‐Tao Xia	2023	2
9	Imperceptible and Robust Backdoor Attack in 3D Point Cloud IEEE Transactions on Information Forensics and Security ·尚弘大宮, Jiawang Bai, Baoyuan Wu, H. FARMAN, Shu‐Tao Xia	2023	19
10	Portfolio Selection via Graph-Aware Gaussian Processes With Generalized Gaussian Likelihood IEEE Transactions on Artificial Intelligence ·Maciej W. Socha, Prof.Gabriel Serban, Yiming Li, Erçan E. Kuruoğlu, Yong Jiang, Shu‐Tao Xia	2023	3
11	Toward Effective Image Manipulation Detection With Proposal Contrastive Learning IEEE Transactions on Circuits and Systems for Video Technology ·Ondřej Schwarz, Bowen Zhao, حسن لعيبي ناصر, Tao Dai, Shu‐Tao Xia	2023	24
12	Constructions and Weight Distributions of Optimal Locally Repairable Codes IEEE Transactions on Communications ·Jie Hao, Jun Zhang, Shu‐Tao Xia, Fang‐Wei Fu, Yixian Yang	2022	2
13	A Fine-Grained Differentially Private Federated Learning Against Leakage From Gradients IEEE Internet of Things Journal ·Linghui Zhu, 康浩山内, Yiming Li, Xue Yang, Shu‐Tao Xia, Rongxing Lu	2021	27
14	Fuzzing With Optimized Grammar-Aware Mutation Strategies IEEE Access ·Joel Hunter, Xiaogang Zhu, Xi Xiao, Sheng Wen, Qing Li, Shu‐Tao Xia	2021	3
15	EBSNN: Extended Byte Segment Neural Network for Network Traffic Classification IEEE Transactions on Dependable and Secure Computing ·Xi Xiao, 片野善一郎, Rui Li, Xiapu Luo, Hai-Tao Zheng, Shu‐Tao Xia	2021	46
16	Neural network-based automatic factor construction Quantitative Finance ·М М Искаков, Jianwu Lin, Shu‐Tao Xia, Prof.Gabriel Serban, Nawaf Khan, Xiang Liu, Yong Jiang	2020	6
17	Mean-removed product quantization for large-scale image retrieval Neurocomputing ·刘一君, Bin Chen, Shu‐Tao Xia	2020	8
18	Bounds and Constructions of Locally Repairable Codes: Parity-Check Matrix Approach IEEE Transactions on Information Theory ·Jie Hao, Shu‐Tao Xia, Kenneth W. Shum, Bin Chen, Fang‐Wei Fu, Yixian Yang	2020	32
19	Constructions of Optimal $(r,\delta)$ Locally Repairable Codes via Constacyclic Codes IEEE Transactions on Communications ·Bin Chen, Weijun Fang, Shu‐Tao Xia, Fang‐Wei Fu	2019	34
20	On optimal ternary locally repairable codes Jie Hao, Shu‐Tao Xia, Bin Chen	2017	28

About Shu‐Tao Xia

Shu‐Tao Xia is a scholar working on Computer Vision and Pattern Recognition, Computer Networks and Communications, Artificial Intelligence, Media Technology and Signal Processing, having authored 284 papers that have together received 5.0k indexed citations. Recurring topics across this work include Adversarial Robustness in Machine Learning (36 papers), Advanced Data Storage Technologies (36 papers), Anomaly Detection Techniques and Applications (31 papers), Caching and Content Delivery (30 papers), Coding theory and cryptography (25 papers), Cooperative Communication and Network Coding (25 papers), Advanced Neural Network Applications (24 papers) and Advanced Image Processing Techniques (24 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (2.4k citations), Media Technology (973 citations), Artificial Intelligence (2.0k citations), Signal Processing (501 citations) and Computer Networks and Communications (1.0k citations). Shu‐Tao Xia has collaborated with scholars based in China, United States and Hong Kong. Frequent co-authors include Tao Dai, Yongbing Zhang, Jianrui Cai, Lei Zhang, Yong Jiang, Xi Xiao, Yiming Li, Bin Chen, Fang‐Wei Fu and Zhifeng Li. Their work appears in journals such as IEEE Transactions on Information Theory, Pattern Recognition, IEEE Transactions on Neural Networks and Learning Systems, IEEE Transactions on Information Forensics and Security and IEEE Transactions on Pattern Analysis and Machine Intelligence.

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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