Xiang Ao

3.3k total citations · 1 hit paper
93 papers, 2.0k citations indexed

About

Xiang Ao is a scholar working on Artificial Intelligence, Information Systems and Computer Vision and Pattern Recognition. According to data from OpenAlex, Xiang Ao has authored 93 papers receiving a total of 2.0k indexed citations (citations by other indexed papers that have themselves been cited), including 62 papers in Artificial Intelligence, 31 papers in Information Systems and 28 papers in Computer Vision and Pattern Recognition. Recurrent topics in Xiang Ao's work include Topic Modeling (28 papers), Multimodal Machine Learning Applications (16 papers) and Recommender Systems and Techniques (14 papers). Xiang Ao is often cited by papers focused on Topic Modeling (28 papers), Multimodal Machine Learning Applications (16 papers) and Recommender Systems and Techniques (14 papers). Xiang Ao collaborates with scholars based in China, United States and Singapore. Xiang Ao's co-authors include Qing He, Jinghua Feng, Min Yang, Jianfeng Chi, Ruifeng Xu, Yang Liu, Qingnan Jiang, Hao Yang, Lei Chen and Fuzhen Zhuang and has published in prestigious journals such as Frontiers in Microbiology, Pattern Recognition and Information Sciences.

In The Last Decade

Xiang Ao

87 papers receiving 1.9k citations

Hit Papers

Pick and Choose: A GNN-based Imbalanced Learning Approach... 2021 2026 2022 2024 2021 50 100 150 200
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. Pick and Choose: A GNN-based Imbalanced Learning Approach for Fraud Detection
    2021 204 citations Xiang Ao, Qing He et al. profile →

Peers

Xiang Ao
Chuanren Liu United States
Yong Ge United States
Qi Liu China
Ming-Feng Tsai Taiwan
Zeno Gantner Germany
Panagiotis Symeonidis Greece
Binbin Hu China
Zheng Qin China
Rohini K. Srihari United States
Wanli Zuo China
Chuanren Liu United States
Xiang Ao
Citations per year, relative to Xiang Ao Xiang Ao (= 1×) peers Chuanren Liu

Countries citing papers authored by Xiang Ao

Since Specialization
Citations

This map shows the geographic impact of Xiang Ao'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 Xiang Ao with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Xiang Ao more than expected).

Fields of papers citing papers by Xiang Ao

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Xiang Ao. 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 Xiang Ao. The network helps show where Xiang Ao may publish in the future.

Co-authorship network of co-authors of Xiang Ao

This figure shows the co-authorship network connecting the top 25 collaborators of Xiang Ao. A scholar is included among the top collaborators of Xiang Ao based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Xiang Ao. Xiang Ao is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Ao, Xiang, et al.. (2025). LOGIN: A Large Language Model Consulted Graph Neural Network Training Framework. 232–241. 1 indexed citations
2.
3.
Xu, Qingling, Xinhui Chen, Chenchen Zhao, et al.. (2025). Cell cycle arrest of cardiomyocytes in the context of cardiac regeneration. Frontiers in Cardiovascular Medicine. 12. 1538546–1538546. 1 indexed citations
4.
Ao, Xiang, et al.. (2025). The Role of mRNA Modifications in Bone Diseases. International Journal of Biological Sciences. 21(3). 1065–1080. 1 indexed citations
5.
Ao, Xiang, et al.. (2024). Mapping the relationship between alcohol use disorder and gut microbiota: a 20-year bibliometric study. Frontiers in Microbiology. 15. 1457969–1457969. 2 indexed citations
6.
Qin, Yang, et al.. (2024). Secure Digital Asset Transactions: Integrating Distributed Ledger Technology with Safe AI Mechanisms. Academic Journal of Science and Technology. 9(3). 156–161. 8 indexed citations
7.
Li, Xian‐Fang, et al.. (2024). Real-time Video Target Tracking Algorithm Utilizing Convolutional Neural Networks (CNN). 847–851. 4 indexed citations
8.
Jiang, Haiyun, et al.. (2023). Retrieval-Augmented Few-shot Text Classification. 6721–6735. 5 indexed citations
9.
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Ao, Xiang, et al.. (2023). Generating Synergistic Formulaic Alpha Collections via Reinforcement Learning. arXiv (Cornell University). 5476–5486. 7 indexed citations
11.
12.
Ao, Xiang, et al.. (2023). Gradient-Adaptive Pareto Optimization for Constrained Reinforcement Learning. Proceedings of the AAAI Conference on Artificial Intelligence. 37(9). 11443–11451. 3 indexed citations
13.
14.
Sun, Xiaofei, Xiaoya Li, Yuxian Meng, et al.. (2023). Defending against Backdoor Attacks in Natural Language Generation. Proceedings of the AAAI Conference on Artificial Intelligence. 37(4). 5257–5265. 17 indexed citations
15.
Xie, Ruobing, Yongchun Zhu, Fuzhen Zhuang, et al.. (2022). Selective Fairness in Recommendation via Prompts. Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. 2657–2662. 30 indexed citations
16.
Ao, Xiang, Xiting Wang, Ling Luo, et al.. (2021). PENS: A Dataset and Generic Framework for Personalized News Headline Generation. 82–92. 17 indexed citations
17.
Tian, Yuanhe, et al.. (2020). Improving Named Entity Recognition with Attentive Ensemble of Syntactic Information. 4231–4245. 48 indexed citations
18.
Jiang, Qingnan, Lei Chen, Ruifeng Xu, Xiang Ao, & Min Yang. (2019). A Challenge Dataset and Effective Models for Aspect-Based Sentiment Analysis. 6279–6284. 182 indexed citations
19.
Luo, Ling, et al.. (2019). Reading Like HER: Human Reading Inspired Extractive Summarization. 3031–3041. 29 indexed citations
20.
Ao, Xiang. (2007). Error Correction of Continuous Handwriting Recognition by Multimodal Fusion. Journal of Software. 18(9). 2162–2162.

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.

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