Xiaoli Li
Impact in
- Artificial Intelligence top 0.1%
- Anomaly Detection Techniques and Applications
- Text and Document Classification Technologies
- Topic Modeling
- Advanced Graph Neural Networks
- Computational Theory and Mathematics top 0.1%
- Computational Drug Discovery Methods
Papers in
-
- Topic Modeling 41
- Anomaly Detection Techniques and Applications 30
- Domain Adaptation and Few-Shot Learning 27
- Text and Document Classification Technologies 26
- Advanced Text Analysis Techniques 23
-
- Bioinformatics and Genomic Networks 43
- Co-authors
- Min Wu (112 shared papers)Zhenghua Chen (62 shared papers)Chee Keong Kwoh (37 shared papers)See-Kiong Ng (25 shared papers)Chee-Keong Kwoh (13 shared papers)Philip S. Yu (5 shared papers)Shonali Krishnaswamy (9 shared papers)Minh Nhut Nguyen (7 shared papers)
- Journals
- Neurocomputing (10 papers)Bioinformatics (9 papers)Knowledge-Based Systems (8 papers)IEEE Transactions on Instrumentation and Measurement (8 papers)BMC Bioinformatics (7 papers)
- Partner nations
- ChinaSingaporeUnited States
In The Last Decade
Xiaoli Li
491 papers receiving 14.0k citations
Xiaoli Li's Hit Papers
Peers
Comparison fields: 5 of 216
- Artificial Intelligence 4.2k
- Computational Theory and Mathematics 1.9k
- Signal Processing 994
- Computer Vision and Pattern Recognition 1.8k
- Transportation 506
Countries citing papers authored by Xiaoli Li
This map shows the geographic impact of Xiaoli 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 Xiaoli Li with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Xiaoli Li more than expected).
Fields of papers citing papers by Xiaoli Li
This network shows the impact of papers produced by Xiaoli 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 Xiaoli Li. The network helps show where Xiaoli Li may publish in the future.
Co-authors
The 25 scholars most cited alongside Xiaoli 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
Showing the 20 most-cited of 548 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Deep convolutional neural networks on multichannel time series for human activity recognition Hit paper breakdown → | 2015 | 670 |
| 2 | 2004 | 461 | |
| 3 | Machine Remaining Useful Life Prediction via an Attention-Based Deep Learning Approach Hit paper breakdown → | 2020 | 452 |
| 4 | An Attention-Based Deep Learning Approach for Sleep Stage Classification With Single-Channel EEG Hit paper breakdown → | 2021 | 400 |
| 5 | Partially Supervised Classification of Text Documents | 2002 | 334 |
| 6 | Time-Series Representation Learning via Temporal and Contextual Contrasting Hit paper breakdown → | 2021 | 307 |
| 7 | Drug–target interaction prediction by learning from local information and neighbors Hit paper breakdown → | 2012 | 303 |
| 8 | 2016 | 293 | |
| 9 | 2009 | 287 | |
| 10 | 2010 | 261 | |
| 11 | 2003 | 256 | |
| 12 | 2016 | 250 | |
| 13 | 2015 | 246 | |
| 14 | 2019 | 242 | |
| 15 | 2017 | 232 | |
| 16 | 2018 | 212 | |
| 17 | 2003 | 211 | |
| 18 | 2011 | 158 | |
| 19 | 2012 | 148 | |
| 20 | 2020 | 138 |
About Xiaoli Li
Xiaoli Li is a scholar working on Artificial Intelligence, Molecular Biology, Computer Vision and Pattern Recognition, Signal Processing and Information Systems, having authored 548 papers that have together received 14.4k indexed citations. Recurring topics across this work include Bioinformatics and Genomic Networks (43 papers), Topic Modeling (41 papers), Anomaly Detection Techniques and Applications (30 papers), Domain Adaptation and Few-Shot Learning (27 papers), Text and Document Classification Technologies (26 papers), Computational Drug Discovery Methods (26 papers), Advanced Text Analysis Techniques (23 papers) and Time Series Analysis and Forecasting (22 papers). The work is most often cited by research in Artificial Intelligence (4.2k citations), Computational Theory and Mathematics (1.9k citations), Signal Processing (994 citations), Computer Vision and Pattern Recognition (1.8k citations) and Transportation (506 citations). Xiaoli Li has collaborated with scholars based in China, Singapore and United States. Frequent co-authors include Min Wu, Zhenghua Chen, Chee Keong Kwoh, See-Kiong Ng, Chee-Keong Kwoh, Philip S. Yu, Shonali Krishnaswamy, Minh Nhut Nguyen, Emadeldeen Eldele and Ali Ezzat. Their work appears in journals such as Neurocomputing, Bioinformatics, Knowledge-Based Systems, IEEE Transactions on Instrumentation and Measurement and BMC Bioinformatics.
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.