Shiqing Ma

5.0k total citations · 1 hit paper
61 papers, 2.5k citations indexed

About

Shiqing Ma is a scholar working on Artificial Intelligence, Signal Processing and Computer Networks and Communications. According to data from OpenAlex, Shiqing Ma has authored 61 papers receiving a total of 2.5k indexed citations (citations by other indexed papers that have themselves been cited), including 38 papers in Artificial Intelligence, 20 papers in Signal Processing and 15 papers in Computer Networks and Communications. Recurrent topics in Shiqing Ma's work include Adversarial Robustness in Machine Learning (26 papers), Advanced Malware Detection Techniques (20 papers) and Software Testing and Debugging Techniques (12 papers). Shiqing Ma is often cited by papers focused on Adversarial Robustness in Machine Learning (26 papers), Advanced Malware Detection Techniques (20 papers) and Software Testing and Debugging Techniques (12 papers). Shiqing Ma collaborates with scholars based in United States, China and Netherlands. Shiqing Ma's co-authors include Xiangyu Zhang, Yingqi Liu, Wen‐Chuan Lee, Juan Zhai, Yousra Aafer, Xiangyu Zhang, Weihang Wang, Guanhong Tao, Dongyan Xu and Ananth Grama and has published in prestigious journals such as Advanced Functional Materials, Water Research and Chemical Engineering Journal.

In The Last Decade

Shiqing Ma

57 papers receiving 2.5k citations

Hit Papers

Trojaning Attack on Neural Networks 2018 2026 2020 2023 2018 200 400 600
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. Trojaning Attack on Neural Networks
    2018 611 citations Yingqi Liu, Shiqing Ma et al. View profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Shiqing Ma United States 26 1.7k 867 699 545 385 61 2.5k
Ming Gong China 18 1.7k 1.0× 368 0.4× 270 0.4× 1.1k 2.0× 682 1.8× 51 2.7k
Marcus Fontoura United States 23 748 0.5× 377 0.4× 1.0k 1.5× 1.1k 2.0× 166 0.4× 53 1.9k
Antonio Carzaniga Switzerland 24 602 0.4× 281 0.3× 2.7k 3.9× 955 1.8× 150 0.4× 79 3.1k
Jiaheng Lu China 23 892 0.5× 957 1.1× 1.1k 1.5× 725 1.3× 248 0.6× 96 2.0k
Erik Poll Netherlands 15 931 0.6× 213 0.2× 265 0.4× 367 0.7× 50 0.1× 58 1.4k
Shimin Chen China 26 594 0.4× 321 0.4× 1.4k 2.0× 585 1.1× 167 0.4× 86 2.0k
Erez Zadok United States 33 695 0.4× 349 0.4× 2.6k 3.7× 1.3k 2.4× 157 0.4× 131 3.0k
Xiaodong Gu China 17 573 0.3× 242 0.3× 199 0.3× 899 1.6× 244 0.6× 36 1.5k
Leonardo Aniello Italy 14 437 0.3× 442 0.5× 984 1.4× 1.0k 1.9× 80 0.2× 39 1.4k
Shinsaku Kiyomoto Japan 18 695 0.4× 191 0.2× 424 0.6× 628 1.2× 129 0.3× 134 1.3k

Countries citing papers authored by Shiqing Ma

Since Specialization
Citations

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

Fields of papers citing papers by Shiqing Ma

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Shiqing Ma

This figure shows the co-authorship network connecting the top 25 collaborators of Shiqing Ma. A scholar is included among the top collaborators of Shiqing Ma based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Shiqing Ma. Shiqing Ma is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Li, Tianlin, Yihao Huang, Xiaojun Jia, et al.. (2025). JailGuard : A Universal Detection Framework for Prompt-based Attacks on LLM Systems. ACM Transactions on Software Engineering and Methodology. 35(1). 1–40. 2 indexed citations
2.
3.
Ma, Shiqing, Le Li, Keying Chen, et al.. (2025). Photosensitive small intestinal submucosal hydrogels loaded with the KR-12-a5 peptide promote periodontal osteogenesis and antimicrobial activity. Journal of Nanobiotechnology. 23(1). 637–637. 1 indexed citations
4.
Wang, Zhenting, Shiyu Zhao, Zhuowei Li, et al.. (2025). MLLM-as-a-Judge for Image Safety without Human Labeling. 14657–14666.
5.
Zhai, Juan, et al.. (2024). Merlin: Multi-tier Optimization of eBPF Code for Performance and Compactness. 639–653. 7 indexed citations
6.
Zhong, Yi, Shiqing Ma, Daimei Chen, et al.. (2024). Ultrathin BiOCl-OV/CoAl-LDH S-scheme heterojunction for efficient photocatalytic peroxymonosulfate activation to boost Co (IV)=O generation. Water Research. 258. 121774–121774. 75 indexed citations
7.
Zhai, Juan, et al.. (2024). COSTELLO: Contrastive Testing for Embedding-Based Large Language Model as a Service Embeddings. Proceedings of the ACM on software engineering.. 1(FSE). 906–928.
8.
An, Shengwei, Kaiyuan Zhang, Guanhong Tao, et al.. (2024). Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift. Proceedings of the AAAI Conference on Artificial Intelligence. 38(10). 10847–10855. 6 indexed citations
9.
Zhu, Rui, Di Tang, Siyuan Tang, et al.. (2024). Gradient Shaping: Enhancing Backdoor Attack Against Reverse Engineering. 1 indexed citations
10.
Ma, Shiqing, Daimei Chen, Yi Zhong, et al.. (2023). Oxygen vacancy simultaneously inducing peroxymonosulfate activation and photocatalytic reaction for highly efficient ciprofloxacin degradation. Chemical Engineering Journal. 467. 143385–143385. 80 indexed citations
11.
Tian, Yongqiang, Ming Wen, Shing-Chi Cheung, et al.. (2023). Finding Deviated Behaviors of the Compressed DNN Models for Image Classifications. ACM Transactions on Software Engineering and Methodology. 32(5). 1–32. 3 indexed citations
12.
Tao, Guanhong, Yingqi Liu, Shengwei An, et al.. (2023). BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense. 8 indexed citations
13.
Mei, Kai, et al.. (2023). NOTABLE: Transferable Backdoor Attacks Against Prompt-based NLP Models. Figshare. 15551–15565. 9 indexed citations
14.
Zhai, Juan, et al.. (2023). CILIATE: Towards Fairer Class-Based Incremental Learning by Dataset and Training Refinement. 16. 475–487. 1 indexed citations
15.
Liu, Yingqi, et al.. (2022). Piccolo: Exposing Complex Backdoors in NLP Transformer Models. 2025–2042. 33 indexed citations
16.
Zhai, Juan, et al.. (2021). {ELISE}: A Storage Efficient Logging System Powered by Redundancy Reduction and Representation Learning. USENIX Security Symposium. 3023–3040. 4 indexed citations
17.
Liu, Yingqi, et al.. (2021). Backdoor Scanning for Deep Neural Networks through K-Arm Optimization. International Conference on Machine Learning. 9525–9536. 21 indexed citations
18.
Nan, Yuhong, Shiqing Ma, Le Yu, et al.. (2021). {ATLAS}: A Sequence-based Learning Approach for Attack Investigation. USENIX Security Symposium. 3005–3022. 39 indexed citations
19.
Zhai, Juan, Yu Shi, Minxue Pan, et al.. (2020). C2S: translating natural language comments to formal program specifications. 25–37. 27 indexed citations
20.
Lee, Kyu Hyoung, Xiangyu Zhang, Dongyan Xu, et al.. (2017). MPI: multiple perspective attack investigation with semantics aware execution partitioning. View. 1111–1128. 31 indexed citations

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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