Zhenguo Li
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- Advanced Neural Network Applications 35
- Advanced Image and Video Retrieval Techniques 23
- Multimodal Machine Learning Applications 17
- Artificial Intelligence top 0.5%
- Domain Adaptation and Few-Shot Learning 37
- Machine Learning and Data Classification 11
- Advanced Graph Neural Networks 10
- Topic Modeling 7
- Media Technology top 1%
- Signal Processing top 5%
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- Recommender Systems and Techniques 10
- Journals
- SHILAP Revista de lepidopterología (1 paper)IEEE Transactions on Pattern Analysis and Machine Intelligence (3 papers)Journal of Hazardous Materials (1 paper)
In The Last Decade
Zhenguo Li
120 papers receiving 3.0k citations
Hit Papers
Peers
Comparison fields: 5 of 138
- Computer Vision and Pattern Recognition 2.0k
- Artificial Intelligence 1.4k
- Media Technology 311
- Signal Processing 154
- Statistical and Nonlinear Physics 154
Countries citing papers authored by Zhenguo Li
This map shows the geographic impact of Zhenguo 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 Zhenguo Li with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Zhenguo Li more than expected).
Fields of papers citing papers by Zhenguo Li
This network shows the impact of papers produced by Zhenguo 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 Zhenguo Li. The network helps show where Zhenguo Li may publish in the future.
Co-authorship network
The 25 scholars most cited alongside Zhenguo Li, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | 2025 | 1 | |
| 2 | 2024 | 1 | |
| 3 | 2024 | 5 | |
| 4 | DriveGPT4: Interpretable End-to-End Autonomous Driving Via Large Language Modelbreakdown → | 2024 | 137 |
| 5 | 2024 | 2 | |
| 6 | 2023 | 38 | |
| 7 | 2023 | 26 | |
| 8 | ModularNAS: Towards Modularized and Reusable Neural Architecture Search | 2021 | 2 |
| 9 | 2021 | 63 | |
| 10 | AutoDis: Automatic Discretization for Embedding Numerical Features in CTR Prediction | 2020 | 1 |
| 11 | 2020 | 41 | |
| 12 | Auto-FPN: Automatic Network Architecture Adaptation for Object Detection Beyond Classification | 2019 | 1 |
| 13 | Efficient Sample-based Neural Architecture Search with Learnable Predictor | 2019 | 1 |
| 14 | StacNAS: Towards stable and consistent optimization for differentiable Neural Architecture Search. | 2019 | 11 |
| 15 | Bridging the Gap between Sample-based and One-shot Neural Architecture Search with BONAS | 2019 | 8 |
| 16 | Meta-Learning for Few-shot Camera-Adaptive Color Constancy. | 2018 | 1 |
| 17 | 2017 | 38 | |
| 18 | Analyzing the Harmonic Structure in Graph-Based Learning | 2013 | 6 |
| 19 | Learning with Partially Absorbing Random Walks | 2012 | 72 |
| 20 | Fast Graph Laplacian Regularized Kernel Learning via Semidefinite–Quadratic–Linear Programming | 2009 | 15 |
About Zhenguo Li
Zhenguo Li is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Computer Graphics and Computer-Aided Design, having authored 125 papers that have together received 3.1k indexed citations. Recurring topics across this work include Domain Adaptation and Few-Shot Learning (37 papers), Advanced Neural Network Applications (35 papers), Advanced Image and Video Retrieval Techniques (23 papers), Multimodal Machine Learning Applications (17 papers), Machine Learning and Data Classification (11 papers), Recommender Systems and Techniques (10 papers), Advanced Graph Neural Networks (10 papers) and Topic Modeling (7 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (2.0k citations), Artificial Intelligence (1.4k citations) and Media Technology (311 citations). Zhenguo Li has collaborated with scholars based in China, Sweden and Hong Kong. Frequent co-authors include Hang Xu, Shih‐Fu Chang, Xiao-Ming Wu, Xiaodan Liang, Jianzhuang Liu, Xiaoou Tang, Enze Xie, Lewei Yao, Chenhan Jiang and Ping Luo. Their work appears in journals such as SHILAP Revista de lepidopterología, IEEE Transactions on Pattern Analysis and Machine Intelligence and Journal of Hazardous Materials.
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.