Zhigang Dai

680 total citations · 1 hit paper
6 papers, 431 citations indexed

About

Zhigang Dai is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Information Systems. According to data from OpenAlex, Zhigang Dai has authored 6 papers receiving a total of 431 indexed citations (citations by other indexed papers that have themselves been cited), including 5 papers in Artificial Intelligence, 4 papers in Computer Vision and Pattern Recognition and 1 paper in Information Systems. Recurrent topics in Zhigang Dai's work include Domain Adaptation and Few-Shot Learning (3 papers), Multimodal Machine Learning Applications (2 papers) and Advanced Neural Network Applications (2 papers). Zhigang Dai is often cited by papers focused on Domain Adaptation and Few-Shot Learning (3 papers), Multimodal Machine Learning Applications (2 papers) and Advanced Neural Network Applications (2 papers). Zhigang Dai collaborates with scholars based in China. Zhigang Dai's co-authors include Junying Chen, Bolun Cai, Hong Chen, Suyun Zhao, Cuiping Li, Peng Ni, Peng Ni, Xizhao Wang, Fangzhou Shu and Zhongwei Jin and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Optics Express and IEEE Transactions on Fuzzy Systems.

In The Last Decade

Zhigang Dai

6 papers receiving 417 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.

UP-DETR: Unsupervised Pre-training for Object Detection with Transformers

2021 359 citations Zhigang Dai, Bolun Cai et al. profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Zhigang Dai China	5	298	161	67	49	31	6	431
Ziyun Cai China	11	336 1.1×	172 1.1×	84 1.3×	46 0.9×	20 0.6×	38	515
Fazhi He China	8	259 0.9×	91 0.6×	59 0.9×	25 0.5×	21 0.7×	10	385
Shoufa Chen China	7	226 0.8×	90 0.6×	56 0.8×	40 0.8×	73 2.4×	13	422
Yongqiang Zhang China	12	371 1.2×	174 1.1×	74 1.1×	32 0.7×	25 0.8×	30	540
Haoran Wang China	9	187 0.6×	80 0.5×	48 0.7×	35 0.7×	12 0.4×	25	293
Jinlong Shi China	12	255 0.9×	65 0.4×	42 0.6×	57 1.2×	19 0.6×	48	388
ShahRukh Athar United States	8	239 0.8×	118 0.7×	65 1.0×	19 0.4×	48 1.5×	17	413
Keisuke Kameyama Japan	9	185 0.6×	89 0.6×	44 0.7×	51 1.0×	60 1.9×	70	386

Countries citing papers authored by Zhigang Dai

Since Specialization

Citations

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

Fields of papers citing papers by Zhigang Dai

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Zhigang Dai

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

All Works

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6 of 6 papers shown

1.

Jin, Zhongwei, Zhigang Dai, Fangzhou Shu, et al.. (2024). Vision transformer empowered physics-driven deep learning for omnidirectional three-dimensional holography. Optics Express. 32(8). 14394–14394. 11 indexed citations

2.

Dai, Zhigang, Bolun Cai, & Junying Chen. (2022). UniMoCo: Unsupervised, Semi-Supervised and Fully-Supervised Visual Representation Learning. 2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC). 3099–3106. 4 indexed citations

3.

Dai, Zhigang, et al.. (2022). Unsupervised Pre-Training for Detection Transformers. IEEE Transactions on Pattern Analysis and Machine Intelligence. 45(11). 1–11. 19 indexed citations

4.

Zhao, Suyun, Zhigang Dai, Xizhao Wang, et al.. (2021). An Accelerator for Rule Induction in Fuzzy Rough Theory. IEEE Transactions on Fuzzy Systems. 29(12). 3635–3649. 21 indexed citations

5.

Dai, Zhigang, et al.. (2021). UP-DETR: Unsupervised Pre-training for Object Detection with Transformers. 1601–1610. 359 indexed citations breakdown →

6.

Ni, Peng, Suyun Zhao, Zhigang Dai, Hong Chen, & Cuiping Li. (2021). Partial Label Learning via Conditional-Label-Aware Disambiguation. Journal of Computer Science and Technology. 36(3). 590–605. 17 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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