Guandong Xu

10.9k total citations · 5 hit papers
307 papers, 6.3k citations indexed

About

Guandong Xu is a scholar working on Artificial Intelligence, Information Systems and Computer Vision and Pattern Recognition. According to data from OpenAlex, Guandong Xu has authored 307 papers receiving a total of 6.3k indexed citations (citations by other indexed papers that have themselves been cited), including 182 papers in Artificial Intelligence, 142 papers in Information Systems and 53 papers in Computer Vision and Pattern Recognition. Recurrent topics in Guandong Xu's work include Recommender Systems and Techniques (92 papers), Advanced Graph Neural Networks (55 papers) and Topic Modeling (52 papers). Guandong Xu is often cited by papers focused on Recommender Systems and Techniques (92 papers), Advanced Graph Neural Networks (55 papers) and Topic Modeling (52 papers). Guandong Xu collaborates with scholars based in Australia, China and Hong Kong. Guandong Xu's co-authors include Imran Razzak, Shuiguang Deng, Shaowu Liu, Muhammad Imran, Enhong Chen, Xianzhi Wang, Dongjing Wang, Longtao Huang, Yao Wan and Longbing Cao and has published in prestigious journals such as SHILAP Revista de lepidopterología, PLoS ONE and Expert Systems with Applications.

In The Last Decade

Guandong Xu

278 papers receiving 6.1k citations

Hit Papers

5 papers align trajectories

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.

Future smart cities: requirements, emerging technologies, applications, challenges, and future aspects

2022 341 citations Guandong Xu et al. profile →
Improving automatic source code summarization via deep reinforcement learning

2018 249 citations Yao Wan, Guandong Xu et al. profile →
On Deep Learning for Trust-Aware Recommendations in Social Networks

2016 236 citations Shuiguang Deng, Guandong Xu et al. IEEE Transactions on Neural Networks and Learning Systems profile →
Sequential Recommender System based on Hierarchical Attention Networks

2018 236 citations Guandong Xu et al. profile →
Deep learning for misinformation detection on online social networks: a survey and new perspectives

2020 173 citations Md Rafiqul Islam, Shaowu Liu et al. profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Guandong Xu Australia	42	3.3k	2.9k	970	762	597	307	6.3k
Longbing Cao Australia	45	4.4k 1.3×	3.5k 1.2×	1.3k 1.4×	947 1.2×	893 1.5×	361	7.8k
Barry Smyth Ireland	45	3.0k 0.9×	4.3k 1.5×	1.2k 1.2×	1.1k 1.4×	532 0.9×	283	7.6k
Lars Schmidt-Thieme Germany	32	3.6k 1.1×	4.2k 1.4×	1.3k 1.4×	592 0.8×	837 1.4×	156	6.5k
Weinan Zhang China	42	4.5k 1.4×	2.4k 0.8×	2.1k 2.2×	553 0.7×	476 0.8×	265	7.9k
Wayne Xin Zhao China	43	5.2k 1.6×	4.1k 1.4×	1.4k 1.5×	571 0.7×	457 0.8×	192	7.4k
Lichan Hong United States	27	2.5k 0.8×	2.7k 0.9×	1.8k 1.8×	479 0.6×	246 0.4×	81	6.0k
Aixin Sun Singapore	45	4.9k 1.5×	3.7k 1.3×	1.3k 1.3×	836 1.1×	854 1.4×	223	8.7k
Jason J. Jung South Korea	31	1.4k 0.4×	1.3k 0.4×	591 0.6×	775 1.0×	405 0.7×	251	3.9k
Wagner Meira Brazil	40	2.1k 0.7×	1.9k 0.6×	547 0.6×	1.8k 2.4×	618 1.0×	317	6.5k
Zhao Li China	36	4.3k 1.3×	1.3k 0.4×	1.1k 1.1×	1.1k 1.4×	575 1.0×	450	7.2k

Countries citing papers authored by Guandong Xu

Since Specialization

Citations

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

Fields of papers citing papers by Guandong Xu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Guandong Xu

This figure shows the co-authorship network connecting the top 25 collaborators of Guandong Xu. A scholar is included among the top collaborators of Guandong Xu 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 Guandong Xu. Guandong Xu is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Lin, Xixun, Yanan Cao, Lixin Zou, et al.. (2025). Contrastive Modality-Disentangled Learning for Multimodal Recommendation. ACM Transactions on Information Systems. 43(3). 1–31. 11 indexed citations

Hu, Haiyang, et al.. (2024). Modeling multi-behavior sequence via HyperGRU contrastive network for micro-video recommendation. Knowledge-Based Systems. 295. 111841–111841. 2 indexed citations

Zhao, Feng, et al.. (2024). Graph Reasoning Transformers for Knowledge-Aware Question Answering. Proceedings of the AAAI Conference on Artificial Intelligence. 38(17). 19652–19660. 1 indexed citations

Wang, Jing, et al.. (2024). Optimizing Sampling Points and Path Planning for Soil Monitoring in Agricultural Land. Agronomy. 14(12). 2947–2947. 5 indexed citations

Matin, Abdul, Md Rafiqul Islam, Xianzhi Wang, Huan Huo, & Guandong Xu. (2023). AIoT for sustainable manufacturing: Overview, challenges, and opportunities. Internet of Things. 24. 100901–100901. 44 indexed citations

Li, Qian, et al.. (2023). Achieving counterfactual fairness with imperfect structural causal model. Expert Systems with Applications. 240. 122411–122411.

Wu, Zongda, et al.. (2023). A Confusion Method for the Protection of User Topic Privacy in Chinese Keyword-based Book Retrieval. ACM Transactions on Asian and Low-Resource Language Information Processing. 22(5). 1–19. 28 indexed citations

Yang, Haoran, Xiangyu Zhao, Muyang Li, Hongxu Chen, & Guandong Xu. (2023). Mitigating the performance sacrifice in DP-satisfied federated settings through graph contrastive learning. Information Sciences. 648. 119552–119552. 1 indexed citations

Li, Lin, et al.. (2023). Decoupled Progressive Distillation for Sequential Prediction with Interaction Dynamics. ACM Transactions on Information Systems. 42(3). 1–35.

10.

Wang, Xianzhi, et al.. (2023). Simplifying Graph-based Collaborative Filtering for Recommendation. 60–68. 13 indexed citations

11.

Wang, Xianzhi, et al.. (2023). Dyformer: A Dynamic Transformer-Based Architecture for Multivariate Time Series Classification. SSRN Electronic Journal. 1 indexed citations

12.

Zhao, Rui-Lin, et al.. (2022). Can Language Models Serve as Temporal Knowledge Bases?. 2024–2037. 5 indexed citations

13.

Wang, Dongjing, Xin Zhang, Yao Wan, et al.. (2021). Modeling Sequential Listening Behaviors With Attentive Temporal Point Process for Next and Next New Music Recommendation. IEEE Transactions on Multimedia. 24. 4170–4182. 26 indexed citations

14.

Li, Qian, Zhichao Wang, Shaowu Liu, Gang Li, & Guandong Xu. (2021). Causal Optimal Transport for Treatment Effect Estimation. IEEE Transactions on Neural Networks and Learning Systems. 34(8). 4083–4095. 16 indexed citations

15.

Wu, Zongda, Ruiqin Wang, Qi Li, et al.. (2020). A Location Privacy-Preserving System Based on Query Range Cover-Up or Location-Based Services. IEEE Transactions on Vehicular Technology. 69(5). 5244–5254. 86 indexed citations

16.

Wang, Dongjing, Xin Zhang, Dongjin Yu, Guandong Xu, & Shuiguang Deng. (2020). CAME: Content- and Context-Aware Music Embedding for Recommendation. IEEE Transactions on Neural Networks and Learning Systems. 32(3). 1375–1388. 52 indexed citations

17.

Xu, Guandong, et al.. (2016). Protecting private geosocial networks against practical hybrid attacks with heterogeneous information. Neurocomputing. 210. 81–90. 3 indexed citations

18.

He, Wu, Guandong Xu, & S. E. Kruck. (2014). Online IS Education for the 21st Century. Journal of the Association for Information Systems. 25(2). 101–105. 76 indexed citations

19.

Pei, Jian, et al.. (2013). Advances in knowledge discovery and data mining : 17th Pacific-Asia Conference, PAKDD 2013, Gold Coast, Australia, April 14-17, 2013 : proceedings. Springer eBooks. 1 indexed citations

20.

Zhang, Yanchun, Guandong Xu, & Xiaofang Zhou. (2005). A latent usage approach for clustering web transaction and building user profile. Queensland's institutional digital repository (The University of Queensland).

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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