Xia Hu
Impact in
- Computational Mathematics top 0.5%
- Health Informatics top 0.2%
Papers in
-
- Advanced Graph Neural Networks 45
- Topic Modeling 44
- Explainable Artificial Intelligence (XAI) 27
- Adversarial Robustness in Machine Learning 24
- Anomaly Detection Techniques and Applications 23
- Machine Learning and Data Classification 20
-
- Recommender Systems and Techniques 34
- Co-authors
- Huan Liu (38 shared papers)Mengnan Du (35 shared papers)Jiliang Tang (16 shared papers)Ninghao Liu (34 shared papers)Huiji Gao (13 shared papers)Qingquan Song (17 shared papers)Jundong Li (14 shared papers)Xiao Huang (16 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)Knowledge and Information Systems (3 papers)
- Partner nations
- United StatesChinaSingapore
In The Last Decade
Xia Hu
252 papers receiving 11.4k citations
Xia Hu's Hit Papers
Peers
Comparison fields: 5 of 208
- Computational Mathematics 189
- Health Informatics 285
- Artificial Intelligence 6.9k
- Statistical and Nonlinear Physics 1.8k
- Information Systems 3.2k
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 257 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks Hit paper breakdown → | 2020 | 892 |
| 2 | Techniques for interpretable machine learning Hit paper breakdown → | 2019 | 874 |
| 3 | Auto-Keras: An Efficient Neural Architecture Search System Hit paper breakdown → | 2019 | 586 |
| 4 | Exploring temporal effects for location recommendation on location-based social networks Hit paper breakdown → | 2013 | 400 |
| 5 | Social recommendation: a review Hit paper breakdown → | 2013 | 396 |
| 6 | Label Informed Attributed Network Embedding Hit paper breakdown → | 2017 | 346 |
| 7 | Unsupervised sentiment analysis with emotional signals Hit paper breakdown → | 2013 | 306 |
| 8 | Exploiting social relations for sentiment analysis in microblogging Hit paper breakdown → | 2013 | 299 |
| 9 | Model complexity of deep learning: a survey Hit paper breakdown → | 2021 | 287 |
| 10 | Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond Hit paper breakdown → | 2024 | 286 |
| 11 | Content-Aware Point of Interest Recommendation on Location-Based Social Networks Hit paper breakdown → | 2015 | 242 |
| 12 | 2017 | 231 | |
| 13 | 2013 | 231 | |
| 14 | Social media for intelligent public information and warning in disasters: An interdisciplinary review Hit paper breakdown → | 2019 | 220 |
| 15 | 2009 | 205 | |
| 16 | 2016 | 167 | |
| 17 | 2017 | 166 | |
| 18 | 2023 | 160 | |
| 19 | 2020 | 152 | |
| 20 | Exploiting local and global social context for recommendation | 2013 | 148 |
About Xia Hu
Xia Hu is a scholar working on Artificial Intelligence, Information Systems, Statistical and Nonlinear Physics, Computer Vision and Pattern Recognition and Molecular Biology, having authored 257 papers that have together received 11.7k indexed citations. Recurring topics across this work include Advanced Graph Neural Networks (45 papers), Topic Modeling (44 papers), Complex Network Analysis Techniques (39 papers), Recommender Systems and Techniques (34 papers), Explainable Artificial Intelligence (XAI) (27 papers), Adversarial Robustness in Machine Learning (24 papers), Anomaly Detection Techniques and Applications (23 papers) and Machine Learning and Data Classification (20 papers). The work is most often cited by research in Computational Mathematics (189 citations), Health Informatics (285 citations), Artificial Intelligence (6.9k citations), Statistical and Nonlinear Physics (1.8k citations) and Information Systems (3.2k 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, Jundong Li, Xiao Huang, Jiliang Tang 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 Knowledge and Information 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.