Junnan Li

1.8k total citations · 1 hit paper
29 papers, 668 citations indexed

About

Junnan Li is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Computer Networks and Communications. According to data from OpenAlex, Junnan Li has authored 29 papers receiving a total of 668 indexed citations (citations by other indexed papers that have themselves been cited), including 13 papers in Computer Vision and Pattern Recognition, 12 papers in Artificial Intelligence and 6 papers in Computer Networks and Communications. Recurrent topics in Junnan Li's work include Domain Adaptation and Few-Shot Learning (6 papers), Advanced Neural Network Applications (5 papers) and Multimodal Machine Learning Applications (5 papers). Junnan Li is often cited by papers focused on Domain Adaptation and Few-Shot Learning (6 papers), Advanced Neural Network Applications (5 papers) and Multimodal Machine Learning Applications (5 papers). Junnan Li collaborates with scholars based in China, Singapore and United States. Junnan Li's co-authors include Steven C. H. Hoi, Caiming Xiong, Akhilesh Deepak Gotmare, Yue Wang, Hung Lê, Mohan Kankanhalli, Yiliang He, Karina Yew‐Hoong Gin, Yongkang Wong and Mui‐Choo Jong and has published in prestigious journals such as The Science of The Total Environment, Water Research and Journal of Hazardous Materials.

In The Last Decade

Junnan Li

26 papers receiving 656 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.

CodeT5+: Open Code Large Language Models for Code Understanding and Generation

2023 159 citations Yue Wang, Hung Lê et al. profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Junnan Li China	13	291	198	135	100	76	29	668
Zhi Zeng China	7	173 0.6×	124 0.6×	112 0.8×	27 0.3×	175 2.3×	10	557
Bruno Baruque Spain	12	174 0.6×	100 0.5×	44 0.3×	13 0.1×	75 1.0×	30	452
Zhiqiang Wang China	13	246 0.8×	129 0.7×	136 1.0×	9 0.1×	142 1.9×	77	610
Awni Hammouri Jordan	5	117 0.4×	46 0.2×	106 0.8×	4 0.0×	73 1.0×	11	543
Haobo Wang China	14	244 0.8×	102 0.5×	76 0.6×	6 0.1×	20 0.3×	56	473
Xuelian Deng China	4	253 0.9×	54 0.3×	96 0.7×	4 0.0×	32 0.4×	9	453
Saptarshi Sengupta United States	10	206 0.7×	70 0.4×	33 0.2×	4 0.0×	52 0.7×	29	588
Yongheng Wang China	13	169 0.6×	115 0.6×	67 0.5×	3 0.0×	112 1.5×	94	584
Saddaf Rubab Pakistan	14	146 0.5×	125 0.6×	83 0.6×	6 0.1×	97 1.3×	51	591

Countries citing papers authored by Junnan Li

Since Specialization

Citations

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

Fields of papers citing papers by Junnan Li

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Junnan Li

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

Yang, Yuhao, Yue Wang, Ziyang Luo, et al.. (2025). Aria-UI: Visual Grounding for GUI Instructions. 22418–22433. 1 indexed citations

Li, Tianyun, et al.. (2025). EasyViT: An Adaptive Collaborative Edge Computing Framework for Vision Transformer. IEEE Internet of Things Journal. 12(16). 33885–33898.

Fu, Songnian, Junnan Li, & Lufeng Wang. (2025). RA-QoS: a robust autoencoder-based QoS predictor for highly accurate web service QoS prediction. PeerJ Computer Science. 11. e2928–e2928.

Tiong, Anthony Meng Huat, Junnan Li, Guosheng Lin, et al.. (2023). Improving Tail-Class Representation with Centroid Contrastive Learning. Pattern Recognition Letters. 168. 123–130. 6 indexed citations

Wang, Yue, et al.. (2023). CodeT5+: Open Code Large Language Models for Code Understanding and Generation. 1069–1088. 159 indexed citations breakdown →

Dai, Yutong, et al.. (2023). Tackling Data Heterogeneity in Federated Learning with Class Prototypes. Proceedings of the AAAI Conference on Artificial Intelligence. 37(6). 7314–7322. 43 indexed citations

Li, Junnan, Mui‐Choo Jong, Karina Yew‐Hoong Gin, & Yiliang He. (2023). Size-dominated biotoxicity of microplastics laden with benzophenone-3 and ciprofloxacin: Enhanced integrated biomarker evaluation on mussels. Environmental Pollution. 333. 122018–122018. 7 indexed citations

Gotmare, Akhilesh Deepak, Junnan Li, Shafiq Joty, & Steven C. H. Hoi. (2023). Efficient Text-to-Code Retrieval with Cascaded Fast and Slow Transformer Models. 388–400. 3 indexed citations

Jong, Mui‐Choo, et al.. (2022). Impacts of size-fractionation on toxicity of marine microplastics: Enhanced integrated biomarker assessment in the tropical mussels, Perna viridis. The Science of The Total Environment. 835. 155459–155459. 30 indexed citations

10.

Yang, Jun, Yu Xie, Kaifeng Yu, et al.. (2022). Removal behavior and key drivers of antibiotic resistance genes in two full-scale leachate treatment plants. Water Research. 226. 119239–119239. 21 indexed citations

11.

Jong, Mui‐Choo, Xuneng Tong, Junnan Li, et al.. (2021). Microplastics in equatorial coasts: Pollution hotspots and spatiotemporal variations associated with tropical monsoons. Journal of Hazardous Materials. 424(Pt C). 127626–127626. 52 indexed citations

12.

Wang, Tao, Li Yu, Bingyi Kang, et al.. (2020). The Devil Is in Classification: A Simple Framework for Long-Tail Instance Segmentation. Lecture notes in computer science. 728–744. 11 indexed citations

13.

Li, Junnan, Yongkang Wong, Qi Zhao, & Mohan Kankanhalli. (2020). Visual Social Relationship Recognition. International Journal of Computer Vision. 128(6). 1750–1764. 16 indexed citations

14.

Yang, Hui, et al.. (2020). MsBV: A Memory Compression Scheme for Bit-Vector-Based Classification Lookup Tables. IEEE Access. 8. 38673–38681. 6 indexed citations

15.

Li, Junnan, et al.. (2020). GradMix: Multi-source Transfer across Domains and Tasks. National University of Singapore. 3008–3016. 3 indexed citations

16.

Li, Junnan, et al.. (2020). Learning on the Fly: An RNN-Based Online Throughput Prediction Framework for UAV Communications. Rare & Special e-Zone (The Hong Kong University of Science and Technology). 6 indexed citations

17.

Li, Junnan, et al.. (2020). ARVMEC: Adaptive Recommendation of Virtual Machines for IoT in Edge–Cloud Environment. Journal of Parallel and Distributed Computing. 141. 23–34. 12 indexed citations

18.

Lu, Li, Junnan Li, Lei Qin, et al.. (2019). Deep Reinforcement Learning in Soft Viscoelastic Actuator of Dielectric Elastomer. IEEE Robotics and Automation Letters. 4(2). 2094–2100. 29 indexed citations

19.

Li, Junnan, et al.. (2018). Unsupervised Learning of View-invariant Action Representations. arXiv (Cornell University). 31. 1254–1264. 21 indexed citations

20.

Li, Junnan, Yongkang Wong, Qi Zhao, & Mohan Kankanhalli. (2017). Attention Transfer from Web Images for Video Recognition. Zenodo (CERN European Organization for Nuclear Research). 1–9. 33 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.

Explore authors with similar magnitude of impact