Xia Hu
Impact in
- Computational Mathematics top 0.5%
- Health Informatics top 0.2%
Papers in
-
- Advanced Graph Neural Networks 41
- Topic Modeling 41
- Explainable Artificial Intelligence (XAI) 24
- Adversarial Robustness in Machine Learning 23
- Anomaly Detection Techniques and Applications 21
- Machine Learning and Data Classification 17
-
- Recommender Systems and Techniques 33
- Co-authors
- Huan Liu (35 shared papers)Mengnan Du (31 shared papers)Jiliang Tang (16 shared papers)Ninghao Liu (30 shared papers)Huiji Gao (13 shared papers)Qingquan Song (17 shared papers)Jiliang Tang (12 shared papers)Jundong Li (12 shared papers)
- Journals
- Frontiers in Big Data (5 papers)ACM Transactions on Knowledge Discovery from Data (5 papers)IEEE Transactions on Knowledge and Data Engineering (4 papers)IEEE Transactions on Pattern Analysis and Machine Intelligence (4 papers)IEEE Transactions on Neural Networks and Learning Systems (3 papers)
- Partner nations
- United StatesChinaSingapore
In The Last Decade
Xia Hu
229 papers receiving 9.2k citations
Xia Hu's Hit Papers
Peers
Comparison fields: 5 of 207
- Computational Mathematics 176
- Health Informatics 267
- Artificial Intelligence 5.6k
- Information Systems 2.6k
- Statistical and Nonlinear Physics 1.4k
Countries citing papers authored by Xia Hu
This map shows the geographic impact of Xia Hu'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 Xia Hu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Xia Hu more than expected).
Fields of papers citing papers by Xia Hu
This network shows the impact of papers produced by Xia Hu. 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 Xia Hu. The network helps show where Xia Hu may publish in the future.
Co-authors
The 25 scholars most cited alongside Xia Hu, 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 237 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Techniques for interpretable machine learning Hit paper breakdown → | 2019 | 773 |
| 2 | Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks Hit paper breakdown → | 2020 | 759 |
| 3 | Auto-Keras: An Efficient Neural Architecture Search System Hit paper breakdown → | 2019 | 517 |
| 4 | Social recommendation: a review Hit paper breakdown → | 2013 | 354 |
| 5 | Exploring temporal effects for location recommendation on location-based social networks Hit paper breakdown → | 2013 | 354 |
| 6 | Label Informed Attributed Network Embedding Hit paper breakdown → | 2017 | 308 |
| 7 | Unsupervised sentiment analysis with emotional signals Hit paper breakdown → | 2013 | 259 |
| 8 | Model complexity of deep learning: a survey Hit paper breakdown → | 2021 | 255 |
| 9 | 2013 | 243 | |
| 10 | Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond Hit paper breakdown → | 2024 | 237 |
| 11 | 2015 | 205 | |
| 12 | Social media for intelligent public information and warning in disasters: An interdisciplinary review Hit paper breakdown → | 2019 | 205 |
| 13 | 2013 | 203 | |
| 14 | 2009 | 170 | |
| 15 | 2019 | 138 | |
| 16 | 2017 | 137 | |
| 17 | 2023 | 136 | |
| 18 | Exploiting local and global social context for recommendation | 2013 | 130 |
| 19 | 2020 | 123 | |
| 20 | Social spammer detection in microblogging | 2013 | 106 |
About Xia Hu
Xia Hu is a scholar working on Artificial Intelligence, Information Systems, Computer Vision and Pattern Recognition, Statistical and Nonlinear Physics and Molecular Biology, having authored 237 papers that have together received 9.6k indexed citations. Recurring topics across this work include Advanced Graph Neural Networks (41 papers), Topic Modeling (41 papers), Complex Network Analysis Techniques (35 papers), Recommender Systems and Techniques (33 papers), Explainable Artificial Intelligence (XAI) (24 papers), Adversarial Robustness in Machine Learning (23 papers), Anomaly Detection Techniques and Applications (21 papers) and Machine Learning and Data Classification (17 papers). The work is most often cited by research in Computational Mathematics (176 citations), Health Informatics (267 citations), Artificial Intelligence (5.6k citations), Information Systems (2.6k citations) and Statistical and Nonlinear Physics (1.4k citations). Xia Hu has collaborated with scholars based in United States, China and Singapore. Frequent co-authors include Huan Liu, Mengnan Du, Jiliang Tang, Ninghao Liu, Huiji Gao, Qingquan Song, Jiliang Tang, Jundong Li, Xiao Huang and Haifeng Jin. Their work appears in journals such as Frontiers in Big Data, ACM Transactions on Knowledge Discovery from Data, IEEE Transactions on Knowledge and Data Engineering, IEEE Transactions on Pattern Analysis and Machine Intelligence and IEEE Transactions on Neural Networks and Learning Systems.
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.