Junbin Xiao
Impact in
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- Multimodal Machine Learning Applications
- Human Pose and Action Recognition
- Advanced Image and Video Retrieval Techniques
- Video Analysis and Summarization
- Artificial Intelligence top 5%
- Domain Adaptation and Few-Shot Learning
- Topic Modeling
Papers in
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- Multimodal Machine Learning Applications 26
- Human Pose and Action Recognition 18
- Advanced Image and Video Retrieval Techniques 8
- Video Analysis and Summarization 3
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- Domain Adaptation and Few-Shot Learning 13
- Topic Modeling 5
- Natural Language Processing Techniques 2
- Machine Learning and Data Classification 1
- Co-authors
- Tat-Seng Chua (24 shared papers)Xindi Shang (6 shared papers)Yicong Li (13 shared papers)Angela Yao (9 shared papers)Panpan Zhu (1 shared paper)Tingyu Wang (1 shared paper)Jin Huang (1 shared paper)Xiang Wang (4 shared papers)
- Journals
- IEEE Transactions on Pattern Analysis and Machine Intelligence (2 papers)Neurocomputing (1 paper)International Journal of Computer Vision (1 paper)Thermochimica Acta (1 paper)IEEE Transactions on Multimedia (1 paper)
- Partner nations
- SingaporeChinaUnited States
In The Last Decade
Junbin Xiao
31 papers receiving 1.1k citations
Peers
Comparison fields: 5 of 68
- Computer Vision and Pattern Recognition 784
- Artificial Intelligence 445
- Renewable Energy, Sustainability and the Environment 62
- Mechanical Engineering 120
- Signal Processing 24
Countries citing papers authored by Junbin Xiao
This map shows the geographic impact of Junbin Xiao'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 Junbin Xiao with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Junbin Xiao more than expected).
Fields of papers citing papers by Junbin Xiao
This network shows the impact of papers produced by Junbin Xiao. 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 Junbin Xiao. The network helps show where Junbin Xiao may publish in the future.
Co-authors
The 25 scholars most cited alongside Junbin Xiao, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 32 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | 2021 | 188 | |
| 2 | 2013 | 129 | |
| 3 | 2019 | 115 | |
| 4 | 2022 | 96 | |
| 5 | 2022 | 81 | |
| 6 | 2022 | 68 | |
| 7 | 2023 | 63 | |
| 8 | 2022 | 55 | |
| 9 | 2020 | 40 | |
| 10 | 2024 | 33 | |
| 11 | 2021 | 31 | |
| 12 | 2023 | 30 | |
| 13 | 2022 | 27 | |
| 14 | 2024 | 21 | |
| 15 | 2024 | 16 | |
| 16 | 2023 | 15 | |
| 17 | 2019 | 14 | |
| 18 | 2021 | 12 | |
| 19 | 2023 | 11 | |
| 20 | 2023 | 6 |
About Junbin Xiao
Junbin Xiao is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Information Systems, Signal Processing and Control and Systems Engineering, having authored 32 papers that have together received 1.1k indexed citations. Recurring topics across this work include Multimodal Machine Learning Applications (26 papers), Human Pose and Action Recognition (18 papers), Domain Adaptation and Few-Shot Learning (13 papers), Advanced Image and Video Retrieval Techniques (8 papers), Topic Modeling (5 papers), Video Analysis and Summarization (3 papers), Natural Language Processing Techniques (2 papers) and Machine Learning and Data Classification (1 paper). The work is most often cited by research in Computer Vision and Pattern Recognition (784 citations), Artificial Intelligence (445 citations), Renewable Energy, Sustainability and the Environment (62 citations), Mechanical Engineering (120 citations) and Signal Processing (24 citations). Junbin Xiao has collaborated with scholars based in Singapore, China and United States. Frequent co-authors include Tat-Seng Chua, Xindi Shang, Yicong Li, Angela Yao, Panpan Zhu, Tingyu Wang, Jin Huang, Xiang Wang, Wei Ji and Xun Yang. Their work appears in journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Neurocomputing, International Journal of Computer Vision, Thermochimica Acta and IEEE Transactions on Multimedia.
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.