Qionghai Dai

30.6k total citations · 15 hit papers
636 papers, 20.2k citations indexed

About

Qionghai Dai is a scholar working on Computer Vision and Pattern Recognition, Media Technology and Biomedical Engineering. According to data from OpenAlex, Qionghai Dai has authored 636 papers receiving a total of 20.2k indexed citations (citations by other indexed papers that have themselves been cited), including 387 papers in Computer Vision and Pattern Recognition, 126 papers in Media Technology and 96 papers in Biomedical Engineering. Recurrent topics in Qionghai Dai's work include Advanced Vision and Imaging (186 papers), Advanced Image Processing Techniques (90 papers) and Advanced Fluorescence Microscopy Techniques (71 papers). Qionghai Dai is often cited by papers focused on Advanced Vision and Imaging (186 papers), Advanced Image Processing Techniques (90 papers) and Advanced Fluorescence Microscopy Techniques (71 papers). Qionghai Dai collaborates with scholars based in China, United States and Singapore. Qionghai Dai's co-authors include Yebin Liu, Yue Gao, Jinli Suo, Chenggang Yan, Yongdong Zhang, Yue Deng, Jiamin Wu, Xing Lin, Feng Bao and Tao Yu and has published in prestigious journals such as Nature, Science and Cell.

In The Last Decade

Qionghai Dai

605 papers receiving 19.4k citations

Hit Papers

5 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.

3-D Object Retrieval and Recognition With Hypergraph Analysis

2012 506 citations Yue Gao, Rongrong Ji et al. IEEE Transactions on Image Processing profile →
Deep Direct Reinforcement Learning for Financial Signal Representation and Trading

2016 474 citations Yue Deng, Feng Bao et al. profile →
Light Field Image Processing: An Overview

2017 412 citations Qionghai Dai et al. profile →
Efficient Parallel Framework for HEVC Motion Estimation on Many-Core Processors

2014 346 citations Chenggang Yan, Yongdong Zhang et al. IEEE Transactions on Circuits and Systems for Video Technology profile →
A Highly Parallel Framework for HEVC Coding Unit Partitioning Tree Decision on Many-core Processors

2014 316 citations Chenggang Yan, Yongdong Zhang et al. profile →
STAT: Spatial-Temporal Attention Mechanism for Video Captioning

2019 304 citations Chenggang Yan, Yongdong Zhang et al. profile →
Covariance discriminative learning: A natural and efficient approach to image set classification

2012 299 citations Qionghai Dai et al. profile →
A Hierarchical Fused Fuzzy Deep Neural Network for Data Classification

2016 297 citations Yue Deng, Feng Bao et al. profile →
Rank Minimization for Snapshot Compressive Imaging

2018 293 citations Xin Yuan, Jinli Suo et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →
Evaluation and development of deep neural networks for image super-resolution in optical microscopy

2021 277 citations Chang Qiao, Di Li et al. Nature Methods profile →
Function4D: Real-time Human Volumetric Capture from Very Sparse Consumer RGBD Sensors

2021 180 citations Qionghai Dai et al. profile →
PaMIR: Parametric Model-Conditioned Implicit Representation for Image-Based Human Reconstruction

2021 179 citations Qionghai Dai et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →
All-analog photoelectronic chip for high-speed vision tasks

2023 143 citations Jiamin Wu, Lu Fang et al. profile →
Large-scale photonic chiplet Taichi empowers 160-TOPS/W artificial general intelligence

2024 108 citations Qionghai Dai, Lu Fang et al. profile →
Superresolution structured illumination microscopy reconstruction algorithms: a review

2023 107 citations Qionghai Dai, Peng Xi et al. Light Science & Applications profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Qionghai Dai China	76	10.9k	3.2k	3.2k	3.0k	2.6k	636	20.2k
Mário A. T. Figueiredo Portugal	47	7.1k 0.7×	2.6k 0.8×	3.3k 1.0×	6.1k 2.0×	3.2k 1.2×	219	16.4k
William T. Freeman United States	79	25.9k 2.4×	8.2k 2.5×	1.9k 0.6×	2.6k 0.9×	4.6k 1.8×	221	34.1k
Jian Sun China	64	23.6k 2.2×	5.8k 1.8×	1.7k 0.5×	3.0k 1.0×	3.4k 1.3×	186	31.1k
Yi Ma United States	65	15.6k 1.4×	4.4k 1.3×	2.4k 0.7×	8.3k 2.7×	4.4k 1.7×	254	31.3k
Michael K. Ng Hong Kong	70	7.9k 0.7×	2.8k 0.9×	1.2k 0.4×	5.1k 1.7×	4.2k 1.6×	661	20.3k
Richard G. Baraniuk United States	78	10.6k 1.0×	3.6k 1.1×	8.7k 2.7×	14.4k 4.7×	3.0k 1.2×	483	32.7k
Ronald R. Coifman United States	56	4.8k 0.4×	886 0.3×	996 0.3×	1.9k 0.6×	2.3k 0.9×	196	21.1k
Wangmeng Zuo China	78	25.4k 2.3×	10.0k 3.1×	3.1k 1.0×	3.0k 1.0×	5.0k 1.9×	400	35.1k
Deyu Meng China	63	13.2k 1.2×	7.1k 2.2×	1.8k 0.6×	2.7k 0.9×	3.1k 1.2×	318	20.2k
Alexei A. Efros United States	63	27.1k 2.5×	3.5k 1.1×	1.5k 0.5×	2.0k 0.7×	7.5k 2.9×	131	33.6k

Countries citing papers authored by Qionghai Dai

Since Specialization

Citations

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

Fields of papers citing papers by Qionghai Dai

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Qionghai Dai

This figure shows the co-authorship network connecting the top 25 collaborators of Qionghai Dai. A scholar is included among the top collaborators of Qionghai Dai 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 Qionghai Dai. Qionghai Dai 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

Qiao, Chang, Ziwei Li, Chong Liu, et al.. (2025). Fast-adaptive super-resolution lattice light-sheet microscopy for rapid, long-term, near-isotropic subcellular imaging. Nature Methods. 22(5). 1059–1069. 2 indexed citations

An, Haoran, Jingjing Meng, Hong-Yu Zhou, et al.. (2025). Splenic red pulp macrophages eliminate the liver-resistant Streptococcus pneumoniae from the blood circulation of mice. Science Advances. 11(11). eadq6399–eadq6399. 3 indexed citations

Wang, Qinghua, Ziwei Li, Shuqi Zhang, Nan Chi, & Qionghai Dai. (2025). WaveFusion: A Novel Wavelet Vision Transformer With Saliency-Guided Enhancement for Multimodal Image Fusion. IEEE Transactions on Circuits and Systems for Video Technology. 35(8). 7526–7542. 3 indexed citations

Qiao, Chang, Haoyu Chen, Tao Jiang, et al.. (2024). Zero-shot learning enables instant denoising and super-resolution in optical fluorescence microscopy. Nature Communications. 15(1). 4180–4180. 34 indexed citations

Zhang, Zhihong, Guohai Situ, David J. Brady, et al.. (2024). A Decade Review of Video Compressive Sensing: A Roadmap to Practical Applications. Engineering. 46. 172–185. 4 indexed citations

Cheng, Yuxiao, Anan Li, Rui Liang, et al.. (2024). Sharing massive biomedical data at magnitudes lower bandwidth using implicit neural function. Proceedings of the National Academy of Sciences. 121(28). e2320870121–e2320870121. 1 indexed citations

Suo, Jinli, et al.. (2023). A complementary dual-backbone transformer extracting and fusing weak cues for object detection in extremely dark videos. Information Fusion. 97. 101822–101822. 9 indexed citations

Zhang, Yuanlong, Guoxun Zhang, Xiaofei Han, et al.. (2023). Rapid detection of neurons in widefield calcium imaging datasets after training with synthetic data. Nature Methods. 20(5). 747–754. 24 indexed citations

Li, Siqi, Yue Gao, & Qionghai Dai. (2022). Image De-occlusion via Event-enhanced Multi-modal Fusion Hybrid Network. 19(4). 307–318. 5 indexed citations

10.

Jiang, Xiaoyuan, Ziwei Li, Gang Du, et al.. (2022). Fast hyperspectral single-pixel imaging via frequency-division multiplexed illumination. Optics Express. 30(15). 25995–25995. 12 indexed citations

11.

Di, Donglin, Changqing Zou, Yifan Feng, et al.. (2022). Generating Hypergraph-Based High-Order Representations of Whole-Slide Histopathological Images for Survival Prediction. IEEE Transactions on Pattern Analysis and Machine Intelligence. 45(5). 1–16. 35 indexed citations

12.

Yan, Tao, et al.. (2022). All-optical graph representation learning using integrated diffractive photonic computing units. Science Advances. 8(24). eabn7630–eabn7630. 65 indexed citations

13.

Li, Xinyang, Guoxun Zhang, Hui Qiao, et al.. (2021). Unsupervised content-preserving transformation for optical microscopy. Light Science & Applications. 10(1). 79 indexed citations

14.

Zhang, Anke, Yue Deng, Feihu Xu, et al.. (2021). Dynamic non-line-of-sight imaging system based on the optimization of point spread functions. Optics Express. 29(20). 32349–32349. 46 indexed citations

15.

Zhanghao, Karl, Wenhui Liu, Meiqi Li, et al.. (2020). High-dimensional super-resolution imaging reveals heterogeneity and dynamics of subcellular lipid membranes. Nature Communications. 11(1). 5890–5890. 79 indexed citations

16.

Li, Ziwei, Qinrong Zhang, Zachary L. Newman, et al.. (2020). Fast widefield imaging of neuronal structure and function with optical sectioning in vivo. Science Advances. 6(19). eaaz3870–eaaz3870. 48 indexed citations

17.

Guo, Jingjing, Changxi Yang, Qionghai Dai, & Lingjie Kong. (2019). Soft and Stretchable Polymeric Optical Waveguide-Based Sensors for Wearable and Biomedical Applications. Sensors. 19(17). 3771–3771. 92 indexed citations

18.

Ding, Guiguang, et al.. (2019). DECODE: Deep Confidence Network for Robust Image Classification. IEEE Transactions on Image Processing. 28(8). 3752–3765. 45 indexed citations

19.

Zhu, Daming, et al.. (2018). Predicting Model and Algorithm in RNA Folding Structure Including Pseudoknots. International Journal of Pattern Recognition and Artificial Intelligence. 32(10). 1851005–1851005. 1 indexed citations

20.

Chen, Xing, Chenggang Yan, Cai Luo, et al.. (2015). Constructing lncRNA functional similarity network based on lncRNA-disease associations and disease semantic similarity. Scientific Reports. 5(1). 11338–11338. 195 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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