Siwei Ma

15.8k total citations · 2 hit papers
525 papers, 10.6k citations indexed

About

Siwei Ma is a scholar working on Computer Vision and Pattern Recognition, Signal Processing and Media Technology. According to data from OpenAlex, Siwei Ma has authored 525 papers receiving a total of 10.6k indexed citations (citations by other indexed papers that have themselves been cited), including 460 papers in Computer Vision and Pattern Recognition, 245 papers in Signal Processing and 58 papers in Media Technology. Recurrent topics in Siwei Ma's work include Video Coding and Compression Technologies (229 papers), Advanced Vision and Imaging (198 papers) and Advanced Image Processing Techniques (193 papers). Siwei Ma is often cited by papers focused on Video Coding and Compression Technologies (229 papers), Advanced Vision and Imaging (198 papers) and Advanced Image Processing Techniques (193 papers). Siwei Ma collaborates with scholars based in China, Hong Kong and United States. Siwei Ma's co-authors include Wen Gao, Shiqi Wang, Shanshe Wang, Xinfeng Zhang, Wen Gao, Debin Zhao, Ruiqin Xiong, Jian Zhang, Chuanmin Jia and Weisi Lin and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Research Policy and IEEE Transactions on Geoscience and Remote Sensing.

In The Last Decade

Siwei Ma

480 papers receiving 10.3k citations

Hit Papers

Pre-Trained Image Processing Transformer 2019 2026 2021 2023 2021 2019 400 800 1.2k
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. Pre-Trained Image Processing Transformer
    2021 1.3k citations Siwei Ma, Wen Gao et al. profile →
  2. Image and Video Compression With Neural Networks: A Review
    2019 310 citations Siwei Ma, Xinfeng Zhang et al. IEEE Transactions on Circuits and Systems for Video Technology profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Siwei Ma China 48 9.0k 3.5k 1.9k 871 693 525 10.6k
Shiqi Wang China 52 9.6k 1.1× 2.5k 0.7× 2.5k 1.3× 373 0.4× 451 0.7× 484 12.0k
Yi Ma China 14 5.6k 0.6× 1.5k 0.4× 1.6k 0.9× 2.5k 2.8× 522 0.8× 41 8.3k
Houqiang Li China 60 12.2k 1.4× 2.2k 0.6× 1.5k 0.8× 479 0.5× 673 1.0× 546 15.2k
Lin Zhang China 43 5.1k 0.6× 1.4k 0.4× 2.0k 1.1× 243 0.3× 349 0.5× 309 7.7k
Zhenan Sun China 53 7.7k 0.9× 4.0k 1.2× 894 0.5× 714 0.8× 238 0.3× 260 10.6k
Alex C. Kot Singapore 47 8.1k 0.9× 1.8k 0.5× 1.1k 0.6× 336 0.4× 680 1.0× 348 10.5k
Wen Gao China 44 7.0k 0.8× 1.9k 0.5× 1.4k 0.8× 286 0.3× 302 0.4× 261 8.3k
Yanwei Pang China 50 6.5k 0.7× 742 0.2× 1.4k 0.8× 254 0.3× 390 0.6× 260 8.8k
Jiwen Lu China 71 13.7k 1.5× 2.4k 0.7× 1.4k 0.7× 1.6k 1.9× 379 0.5× 387 16.7k
Chia‐Wen Lin Taiwan 47 6.7k 0.7× 1.1k 0.3× 1.8k 1.0× 172 0.2× 446 0.6× 262 8.2k

Countries citing papers authored by Siwei Ma

Since Specialization
Citations

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

Fields of papers citing papers by Siwei Ma

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Siwei Ma

This figure shows the co-authorship network connecting the top 25 collaborators of Siwei Ma. A scholar is included among the top collaborators of Siwei 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 Siwei Ma. Siwei 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.
2.
Wang, Meng, Xiaotong Li, & Siwei Ma. (2025). Beyond linear: Hybrid neuron network for coherent noise suppression. Geophysics. 90(4). V389–V403. 1 indexed citations
3.
Yang, Fangshu & Siwei Ma. (2025). Gabor wavelet-activation implicit neural learning for full-waveform inversion. Geophysics. 90(3). R71–R87. 1 indexed citations
4.
Ma, Siwei, Mehrdad Mokhtari, Ribwar Ahmadi, et al.. (2025). Closed-loop, machine learning–driven optimization of reactor yields in reactive carbon electrolyzers. ChemRxiv.
5.
Zhang, Xiaoli, et al.. (2024). An interpretable bilateral detail optimization deep unfolding network for pansharpening. Neurocomputing. 620. 129212–129212.
6.
Zhang, Huijie, Bin Wang, Siwei Ma, et al.. (2024). MnO2@rGO modified stainless steel mesh as cathode membrane in MFC-MBR for enhanced bioelectricity generation and membrane fouling mitigation. Journal of Water Process Engineering. 66. 106111–106111. 2 indexed citations
7.
8.
He, Wenxuan, Chuanmin Jia, Junru Li, et al.. (2024). A Neural-network Enhanced Video Coding Framework beyond ECM. 605–605.
9.
Wang, Shanshe, et al.. (2023). SVT-AVS3: An Open-Source High-Performance AVS3 Encoder With Scalable Video Technology. IEEE Transactions on Multimedia. 26. 3291–3301. 1 indexed citations
10.
Wang, Meng, et al.. (2023). Compressed Screen Content Image Super Resolution. ACM Transactions on Multimedia Computing Communications and Applications. 19(6). 1–20. 7 indexed citations
11.
Wang, Jianping, et al.. (2023). FL-SDUAN: A Fuzzy Logic-Based Routing Scheme for Software-Defined Underwater Acoustic Networks. Applied Sciences. 13(2). 944–944. 6 indexed citations
12.
Jia, Chuanmin, et al.. (2022). DMVC: Decomposed Motion Modeling for Learned Video Compression. IEEE Transactions on Circuits and Systems for Video Technology. 33(7). 3502–3515. 32 indexed citations
13.
Wang, Meng, et al.. (2022). Scalable Intra Coding Optimization for Video Coding. IEEE Transactions on Circuits and Systems for Video Technology. 32(10). 7092–7106. 5 indexed citations
14.
Chang, Zheng, Xinfeng Zhang, Shanshe Wang, Siwei Ma, & Wen Gao. (2022). STAM: A SpatioTemporal Attention Based Memory for Video Prediction. IEEE Transactions on Multimedia. 25. 2354–2367. 17 indexed citations
15.
Jia, Chuanmin, et al.. (2021). Spatio-Temporal Correlation Guided Geometric Partitioning for Versatile Video Coding. IEEE Transactions on Image Processing. 31. 30–42. 7 indexed citations
16.
Ma, Siwei, Xinfeng Zhang, Chuanmin Jia, et al.. (2019). Image and Video Compression With Neural Networks: A Review. IEEE Transactions on Circuits and Systems for Video Technology. 30(6). 1683–1698. 310 indexed citations breakdown →
17.
Wang, Shanshe, et al.. (2019). Overview of the Second Generation AVS Video Coding Standard (AVS2). ZTE communications. 14(1). 3–11. 3 indexed citations
18.
Fang, Zhijun, et al.. (2018). Depth Estimation of Video Sequences With Perceptual Losses. IEEE Access. 6. 30536–30546. 17 indexed citations
19.
Wang, Shanshe, et al.. (2017). Hybrid Laplace Distribution-Based Low Complexity Rate-Distortion Optimized Quantization. IEEE Transactions on Image Processing. 26(8). 3802–3816. 22 indexed citations
20.
Zhao, Chen, Siwei Ma, Jian Zhang, Ruiqin Xiong, & Wen Gao. (2016). Video Compressive Sensing Reconstruction via Reweighted Residual Sparsity. IEEE Transactions on Circuits and Systems for Video Technology. 27(6). 1182–1195. 91 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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