Hongxia Yang
Impact in
- Artificial Intelligence top 0.5%
- Advanced Graph Neural Networks
- Topic Modeling
- Domain Adaptation and Few-Shot Learning
- Information Systems top 0.5%
- Recommender Systems and Techniques
Papers in
-
- Advanced Graph Neural Networks 35
- Topic Modeling 15
- Domain Adaptation and Few-Shot Learning 12
- Journals
- IEEE Transactions on Knowledge and Data Engineering (5 papers)ACM Transactions on Knowledge Discovery from Data (3 papers)Journal of Energy Storage (2 papers)Structures (2 papers)Applied Stochastic Models in Business and Industry (2 papers)
- Partner nations
- ChinaUnited StatesSingapore
In The Last Decade
Hongxia Yang
124 papers receiving 2.8k citations
Hit Papers
Peers
Comparison fields: 5 of 139
- Artificial Intelligence 1.9k
- Information Systems 1.2k
- Computer Vision and Pattern Recognition 650
- Statistical and Nonlinear Physics 360
- Management Science and Operations Research 269
Countries citing papers authored by Hongxia Yang
This map shows the geographic impact of Hongxia Yang'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 Hongxia Yang with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Hongxia Yang more than expected).
Fields of papers citing papers by Hongxia Yang
This network shows the impact of papers produced by Hongxia Yang. 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 Hongxia Yang. The network helps show where Hongxia Yang may publish in the future.
Co-authorship network
The 25 scholars most cited alongside Hongxia Yang, 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 | 6 | |
| 2 | 2024 | 1 | |
| 3 | 2024 | 2 | |
| 4 | 2023 | 8 | |
| 5 | 2023 | 30 | |
| 6 | 2023 | 9 | |
| 7 | Exploring Sparse Expert Models and Beyond | 2021 | 4 |
| 8 | Contrastive Conditional Transport for Representation Learning. | 2021 | 1 |
| 9 | Counterfactual Prediction for Bundle Treatment | 2020 | 13 |
| 10 | Variational Autoencoders for Highly Multivariate Spatial Point Processes Intensities | 2020 | 3 |
| 11 | InterBERT: An Effective Multi-Modal Pretraining Approach via Vision-and-Language Interaction | 2020 | 2 |
| 12 | Contrastive Learning for Debiased Candidate Generation at Scale. | 2020 | 1 |
| 13 | 2019 | 133 | |
| 14 | 2019 | 21 | |
| 15 | 2018 | 25 | |
| 16 | 2016 | 7 | |
| 17 | Scalable Multidimensional Hierarchical Bayesian modeling on Spark | 2015 | 3 |
| 18 | Correlation between Resilience and Depression in Children with Nephrotic Syndrome | 2012 | 1 |
| 19 | Characteristics of carbon fluxes through intertidal flat wetland-atmosphere interface of Yangtze estuary | 2006 | 8 |
| 20 | Plant conserving water and soil-the research into Ji Ji grass^ Influence on soil nutrient | 2002 | 1 |
About Hongxia Yang
Hongxia Yang is a scholar working on Computational Mathematics, Artificial Intelligence, Information Systems, Statistical and Nonlinear Physics and Computer Vision and Pattern Recognition, having authored 130 papers that have together received 2.9k indexed citations. Recurring topics across this work include Advanced Graph Neural Networks (35 papers), Recommender Systems and Techniques (33 papers), Complex Network Analysis Techniques (17 papers), Topic Modeling (15 papers), Domain Adaptation and Few-Shot Learning (12 papers), Multimodal Machine Learning Applications (10 papers), Advanced Image and Video Retrieval Techniques (10 papers) and Advanced Bandit Algorithms Research (10 papers). The work is most often cited by research in Artificial Intelligence (1.9k citations), Information Systems (1.2k citations), Computer Vision and Pattern Recognition (650 citations), Statistical and Nonlinear Physics (360 citations) and Management Science and Operations Research (269 citations). Hongxia Yang has collaborated with scholars based in China, United States and Singapore. Frequent co-authors include Jie Tang, Chang Zhou, Jingren Zhou, Yukuo Cen, Jianwei Zhang, Jianxin Ma, Yuxiao Dong, Ming Ding, Ninghao Liu and Xiao Liu. Their work appears in journals such as IEEE Transactions on Knowledge and Data Engineering, ACM Transactions on Knowledge Discovery from Data, Journal of Energy Storage, Structures and Applied Stochastic Models in Business and Industry.
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.