Linjian Ma

731 total citations · 1 hit paper
12 papers, 367 citations indexed

About

Linjian Ma is a scholar working on Computational Mathematics, Hardware and Architecture and Artificial Intelligence. According to data from OpenAlex, Linjian Ma has authored 12 papers receiving a total of 367 indexed citations (citations by other indexed papers that have themselves been cited), including 6 papers in Computational Mathematics, 4 papers in Hardware and Architecture and 4 papers in Artificial Intelligence. Recurrent topics in Linjian Ma's work include Tensor decomposition and applications (6 papers), Parallel Computing and Optimization Techniques (4 papers) and Advanced Neural Network Applications (3 papers). Linjian Ma is often cited by papers focused on Tensor decomposition and applications (6 papers), Parallel Computing and Optimization Techniques (4 papers) and Advanced Neural Network Applications (3 papers). Linjian Ma collaborates with scholars based in United States and China. Linjian Ma's co-authors include Amir Gholami, Kurt Keutzer, Michael W. Mahoney, Jiayu Ye, Zhewei Yao, Zhen Dong, Sheng Shen, Hongji Wang, Xiaoyan Zhang and Edgar Solomonik and has published in prestigious journals such as Journal of The Electrochemical Society, SIAM Journal on Scientific Computing and Journal of Vision.

In The Last Decade

Linjian Ma

11 papers receiving 343 citations

Hit Papers

Q-BERT: Hessian Based Ult... 2020 2026 2022 2024 2020 50 100 150 200
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. Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT
    2020 223 citations Sheng Shen, Zhen Dong et al. Proceedings of the AAAI Conference on Artificial Intelligence profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Linjian Ma United States 7 200 165 34 21 20 12 367
Chaoqun Hong China 8 209 1.0× 368 2.2× 30 0.9× 7 0.3× 28 1.4× 16 541
Haoli Bai China 10 229 1.1× 163 1.0× 37 1.1× 5 0.2× 21 1.1× 26 334
Wenlin Wang China 8 79 0.4× 69 0.4× 18 0.5× 45 2.1× 31 1.6× 22 246
Jiazhen Lin China 6 179 0.9× 191 1.2× 56 1.6× 4 0.2× 22 1.1× 14 317
Yifan Fu Australia 7 222 1.1× 92 0.6× 13 0.4× 36 1.7× 19 0.9× 10 338
Jui-Hsin Lai Taiwan 3 317 1.6× 417 2.5× 33 1.0× 7 0.3× 3 0.1× 6 484
Chong Peng United States 10 210 1.1× 315 1.9× 17 0.5× 20 1.0× 46 2.3× 17 461
Yoonsik Choe South Korea 9 44 0.2× 253 1.5× 53 1.6× 10 0.5× 8 0.4× 89 373
Hailin Zhang China 10 188 0.9× 166 1.0× 30 0.9× 2 0.1× 45 2.3× 28 349
Yue Ruan China 9 166 0.8× 38 0.2× 36 1.1× 2 0.1× 21 1.1× 22 302

Countries citing papers authored by Linjian Ma

Since Specialization
Citations

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

Fields of papers citing papers by Linjian Ma

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Linjian Ma

This figure shows the co-authorship network connecting the top 25 collaborators of Linjian Ma. A scholar is included among the top collaborators of Linjian 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 Linjian Ma. Linjian Ma is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

12 of 12 papers shown
1.
Ma, Linjian, Matthew Fishman, E. Miles Stoudenmire, & Edgar Solomonik. (2024). Approximate Contraction of Arbitrary Tensor Networks with a Flexible and Efficient Density Matrix Algorithm. Quantum. 8. 1580–1580.
2.
Ma, Linjian, et al.. (2024). Does Leveraging the Human Ventral Visual Stream Improve Neural Network Robustness?. Journal of Vision. 24(10). 277–277. 2 indexed citations
3.
Cao, Shan, Qingfeng Wu, & Linjian Ma. (2023). TongueSAM: An Universal Tongue Segmentation Model Based on SAM with Zero-Shot. 4520–4526. 11 indexed citations
4.
Ma, Linjian & Edgar Solomonik. (2022). Accelerating alternating least squares for tensor decomposition by pairwise perturbation. Numerical Linear Algebra with Applications. 29(4). 6 indexed citations
5.
Ma, Linjian & Chao Yang. (2022). Low rank approximation in simulations of quantum algorithms. Journal of Computational Science. 59. 101561–101561. 3 indexed citations
6.
Ma, Linjian & Edgar Solomonik. (2021). Efficient parallel CP decomposition with pairwise perturbation and multi-sweep dimension tree. 412–421. 3 indexed citations
7.
Ma, Linjian, et al.. (2021). Comparison of Accuracy and Scalability of Gauss--Newton and Alternating Least Squares for CANDECOMC/PARAFAC Decomposition. SIAM Journal on Scientific Computing. 43(4). C290–C311. 6 indexed citations
8.
Ma, Linjian, Jiayu Ye, & Edgar Solomonik. (2020). AutoHOOT. 125–137. 7 indexed citations
9.
Shen, Sheng, Zhen Dong, Jiayu Ye, et al.. (2020). Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT. Proceedings of the AAAI Conference on Artificial Intelligence. 34(5). 8815–8821. 223 indexed citations breakdown →
10.
Ma, Linjian, Jiayu Ye, Zhewei Yao, et al.. (2020). Inefficiency of K-FAC for Large Batch Size Training. Proceedings of the AAAI Conference on Artificial Intelligence. 34(4). 5053–5060. 8 indexed citations
11.
Wang, Hongji, et al.. (2019). A real-time object detection algorithm for video. Computers & Electrical Engineering. 77. 398–408. 79 indexed citations
12.
Ma, Linjian, et al.. (2018). A Multiscale Model for Electrochemical Reactions in LSCF Based Solid Oxide Cells. Journal of The Electrochemical Society. 165(14). F1232–F1241. 19 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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