Qi Yi

487 total citations · 1 hit paper
29 papers, 226 citations indexed

About

Qi Yi is a scholar working on Artificial Intelligence, Biomedical Engineering and Computer Vision and Pattern Recognition. According to data from OpenAlex, Qi Yi has authored 29 papers receiving a total of 226 indexed citations (citations by other indexed papers that have themselves been cited), including 9 papers in Artificial Intelligence, 8 papers in Biomedical Engineering and 5 papers in Computer Vision and Pattern Recognition. Recurrent topics in Qi Yi's work include Adversarial Robustness in Machine Learning (6 papers), Spectroscopy Techniques in Biomedical and Chemical Research (4 papers) and Photoacoustic and Ultrasonic Imaging (4 papers). Qi Yi is often cited by papers focused on Adversarial Robustness in Machine Learning (6 papers), Spectroscopy Techniques in Biomedical and Chemical Research (4 papers) and Photoacoustic and Ultrasonic Imaging (4 papers). Qi Yi collaborates with scholars based in China, Singapore and United Kingdom. Qi Yi's co-authors include Jitao Sang, Renzhe Bi, Malini Olivo, Shuyan Zhang, Ruochong Zhang, Xingyu Zhao, Wei Huang, Saddek Bensalem, Wenjie Ruan and Peipei Xu and has published in prestigious journals such as Analytical Chemistry, Optics Express and IEEE Transactions on Biomedical Engineering.

In The Last Decade

Qi Yi

25 papers receiving 219 citations

Hit Papers

align trajectories

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.

A survey of safety and trustworthiness of large language models through the lens of verification and validation

2024 43 citations Qi Yi et al. profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Qi Yi China	8	83	43	30	28	22	29	226
Xiu Susie Fang China	9	89 1.1×	26 0.6×	21 0.7×	10 0.4×	15 0.7×	22	249
S. Lakshmi India	7	45 0.5×	32 0.7×	85 2.8×	7 0.3×	19 0.9×	43	276
Jianqiang Du China	10	29 0.3×	31 0.7×	14 0.5×	6 0.2×	16 0.7×	64	325
Jiajin Zhang China	13	88 1.1×	65 1.5×	10 0.3×	7 0.3×	18 0.8×	32	366
Wensheng Guo China	9	29 0.3×	34 0.8×	17 0.6×	5 0.2×	16 0.7×	37	294
Zhiqiang Zou China	11	59 0.7×	36 0.8×	34 1.1×	5 0.2×	5 0.2×	48	332
Kei Hirose Japan	10	38 0.5×	39 0.9×	28 0.9×	3 0.1×	16 0.7×	34	338
Mir Mohammad Azad Bangladesh	11	43 0.5×	36 0.8×	30 1.0×	6 0.2×	7 0.3×	37	325
Xuan Xu United States	10	77 0.9×	25 0.6×	106 3.5×	25 0.9×	1 0.0×	31	230

Countries citing papers authored by Qi Yi

Since Specialization

Citations

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

Fields of papers citing papers by Qi Yi

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Qi Yi

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

All Works

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

20 of 20 papers shown

1.

Wang, Quan, Renzhe Bi, Shuier Zheng, et al.. (2025). Fiber-Based Ultra-High-Speed Diffuse Speckle Contrast Analysis System for Deep Blood Flow Sensing Using a Large SPAD Camera. Biosensors. 15(8). 514–514.

2.

Bi, Renzhe, et al.. (2024). A portable optical pulsatile flowmetry demonstrates strong clinical relevance for diabetic foot perfusion assessment. APL Bioengineering. 8(1). 16109–16109. 8 indexed citations

3.

Gong, Jianfeng, et al.. (2024). Deep-learning-based demand response optimization and prediction model. 59–59.

4.

Zhang, Ruochong, Xiuting Li, Ghayathri Balasundaram, et al.. (2024). Navigating challenges and solutions in quantitative photoacoustic imaging. Applied Physics Reviews. 11(3). 6 indexed citations

5.

Zhang, Rui, Yuxuan Guo, Zidong Du, et al.. (2024). Emergent Communication for Numerical Concepts Generalization. Proceedings of the AAAI Conference on Artificial Intelligence. 38(16). 17609–17617.

6.

Yi, Qi, Ruochong Zhang, Shuyan Zhang, et al.. (2023). Simultaneous Dual-Wavelength Source Raman Spectroscopy with a Handheld Confocal Probe for Analysis of the Chemical Composition of In Vivo Human Skin. Analytical Chemistry. 95(12). 5240–5247. 9 indexed citations

7.

Liu, Chengwen, et al.. (2023). TDI-like multi-slit hyperspectral imaging for enhanced throughput via the Kalman filter. Optics Express. 31(12). 19293–19293. 1 indexed citations

8.

Yi, Qi, et al.. (2023). High-throughput doubly-encoded single-pixel spectrometer with an extended aperture. Optics Express. 31(15). 24768–24768. 1 indexed citations

9.

Zhang, Ruochong, Xiuting Li, Ghayathri Balasundaram, et al.. (2023). Hybrid Photoacoustic Ultrasound Imaging System for Cold-Induced Vasoconstriction and Vasodilation Monitoring. IEEE Transactions on Biomedical Engineering. 71(2). 712–716. 5 indexed citations

10.

Zhang, Shuyan, et al.. (2023). Molecular Fingerprint Detection Using Raman and Infrared Spectroscopy Technologies for Cancer Detection: A Progress Review. Biosensors. 13(5). 557–557. 50 indexed citations

11.

Yi, Qi, Rui Zhang, Jiaming Guo, et al.. (2023). Learning controllable elements oriented representations for reinforcement learning. Neurocomputing. 549. 126455–126455. 2 indexed citations

12.

Ma, Xingjun, et al.. (2023). Unlearnable Clusters: Towards Label-Agnostic Unlearnable Examples. 3984–3993. 3 indexed citations

13.

Sang, Jitao, et al.. (2023). ImageNet Pre-training Also Transfers Non-robustness. Proceedings of the AAAI Conference on Artificial Intelligence. 37(3). 3436–3444. 2 indexed citations

14.

Yi, Qi, et al.. (2022). Metal-Polyphenol Network-Mediated Protein Encapsulation Strategy Facilitating the Separation of Proteins and Metabolites in Biospecimens. Analytical Chemistry. 95(2). 581–586. 5 indexed citations

15.

Yi, Qi, et al.. (2022). Towards Adversarial Attack on Vision-Language Pre-training Models. Proceedings of the 30th ACM International Conference on Multimedia. 5005–5013. 40 indexed citations

16.

Yi, Qi, et al.. (2020). Single-Pixel MEMS Imaging Systems. Micromachines. 11(2). 219–219. 14 indexed citations

17.

Yi, Qi, et al.. (2019). A Single-Pixel Hyperspectral Imager based on Digital Micromirror Device. 340. 194–195. 2 indexed citations

18.

Yi, Qi, Qingyun Wu, Hongning Wang, Jie Tang, & Maosong Sun. (2018). Bandit Learning with Implicit Feedback. Neural Information Processing Systems. 31. 7276–7286. 9 indexed citations

19.

Luo, Yan, Jing Zhang, Qi Yi, Yi Zhong, & Juan Du. (2014). Esterified alizarin used for PET fabric clean dyeing. Fibers and Polymers. 15(10). 2124–2130. 4 indexed citations

20.

Yi, Qi, et al.. (2011). Investigate Existing Non-Intrusive (NII) Technologies for Port Cargo Inspections. 1 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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