Jundong Li

13.8k citations

199 papers · 6.5k indexed · 4 hit papers · h-index 40

Impact in

Artificial Intelligence top 0.1%
- Advanced Graph Neural Networks
- Topic Modeling
- Anomaly Detection Techniques and Applications
- Text and Document Classification Technologies
Statistical and Nonlinear Physics top 0.5%
- Complex Network Analysis Techniques

Papers in

Artificial Intelligence 127
- Advanced Graph Neural Networks 69
- Topic Modeling 23
- Anomaly Detection Techniques and Applications 15
- Domain Adaptation and Few-Shot Learning 13
- Machine Learning and Data Classification 12
Reproductive Medicine 24
- Ovarian cancer diagnosis and treatment 23

Co-authors: Huan Liu Jiliang Tang Kewei Cheng Suhang Wang Robert P. Treviño Fred Morstatter Xia Hu Xiao Huang
Journals: Journal of Clinical Oncology (9 papers)IEEE Transactions on Knowledge and Data Engineering (8 papers)ACM Transactions on Knowledge Discovery from Data (4 papers)International Journal of Gynecological Cancer (3 papers)Data Mining and Knowledge Discovery (3 papers)
Partner nations: United States China Australia

In The Last Decade

Jundong Li

170 papers receiving 6.4k citations

Hit Papers

align trajectories log scale

Self-Supervised Learning for Recommender Systems: A Survey 2023 · 197 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2023 IEEE Transactions on Knowledge and Data Engineering
2021 Griffith Research Online (Griffith University, Queensland, Australia)
2017 ACM Computing Surveys
2017 Label Informed Attributed Network Embedding

Peers

Countries citing papers authored by Jundong Li

Since Specialization

Citations

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

Fields of papers citing papers by Jundong Li

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authors

The 25 scholars most cited alongside Jundong Li, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Jundong Li Line = papers co-authored together Jundong Li links everyone, so they are left out of the graph.

All Works

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

20 of 20 papers shown

#	Work
1	Collaborative Retrieval for Large Language Model-based Conversational Recommender Systems Yaochen Zhu, М. И. Ершова, Harald Steck, Dawen Liang, Cynthia E. Myers, Nathan Kallus, Jundong Li	2025	2
2	The TaNHLP1-TaRACK1A module regulates tillering via abscisic acid signaling in wheat Nature Communications ·https://orcid.org/0009-0008-0142-694X, Shuiquan Tian, Jianqing Niu, L. Maccatrozzo, 秀則国重, Shengwei Ma, Zhimeng Zhang, Tingting Du, Huilan Wu, Jundong Li, Xian Sheng Zhang, Fang Wang, Hong‐Qing Ling, Shusong Zheng	2025	1
3	RelKD 2024: The Second International Workshop on Resource-Efficient Learning for Knowledge Discovery Chuxu Zhang, Dongkuan Xu, Kaize Ding, Jundong Li, Mojan Javaheripi, Pamela Baca, Nitesh V. Chawla, Huan Liu	2024	0
4	Efficacy, safety, and biomarkers of neoadjuvant niraparib monotherapy in homologous recombination deficiency (HRD) advanced ovarian cancer: A prospective, multicenter, phase II, single-arm NANT study. Journal of Clinical Oncology ·Qinglei Gao, Dan Liu, Huayi Li, Wei Zhang, Ping Wang, Jundong Li, Wanying Shan, Ronghua Liu, Gang Chen, Iddo van der Giessen, Takeo Shii, 圭史洞口, Rutie Yin, Shengtao Zhou, Maomao Li, فاطمه شجاعیان کیش, 曾庆生, Kun Song, Juliana C. Radjabycolle, Ding Ma	2024	3
5	Causal Inference with Latent Variables: Recent Advances and Future Prospectives arXiv (Cornell University) ·Yaochen Zhu, 许振丹, Jing Ma, С. Д. БАЖЕНОВ, Sheng Li, Jundong Li	2024	1
6	Semi-Supervised Graph Contrastive Learning With Virtual Adversarial Augmentation IEEE Transactions on Knowledge and Data Engineering ·Colin A. Ndii Bruce, Minnan Luo, Jundong Li, Ziqi Liu, Qinghua Zheng	2024	1
7	Collaborative Large Language Model for Recommender Systems Yaochen Zhu, Liang Wu, Rudolf Vlasák, Shin JongHee, Jundong Li	2024	38
8	Federated Graph Learning with Structure Proxy Alignment Z Eberhart, 森下徹, Надія Попович, Chen Chen, Jundong Li	2024	5
9	Learning Causal Effects on Hypergraphs (Extended Abstract) Jing Ma, Mengting Wan, Longqi Yang, Jundong Li, Brent Hecht, Jaime Teevan	2023	0
10	The MYBL2–CCL2 axis promotes tumor progression and resistance to anti-PD-1 therapy in ovarian cancer by inducing immunosuppressive macrophages Cancer Cell International ·Te Li Su, Ting Wan, Yun Zhou, Shuting Huang, Linjing Yuan, Rufus F. Rutland, Xiaojing Zheng, Pingping Liu, He-Qin Cui, Gihyeok Gwon, Rongzhen Luo, Wei‐Hua Jia, Chunyan Lan, Jundong Li, Min Zheng	2023	13
11	Collaborative Graph Neural Networks for Attributed Network Embedding IEEE Transactions on Knowledge and Data Engineering ·Qiaoyu Tan, Neelam Bawane, Xiao Huang, Maria del Coro Belzunce Millan, Jundong Li, Xia Hu	2023	7
12	Federated Few-shot Learning Song Wang, Z Eberhart, Kaize Ding, Chen Chen, Huiyuan Chen, Jundong Li	2023	17
13	Fairness in Graph Machine Learning: Recent Advances and Future Prospectives Yushun Dong, Ruqaya Ali AlMahdawi, Yanning Shen, Jundong Li	2023	2
14	Path-Specific Counterfactual Fairness for Recommender Systems Yaochen Zhu, Jing Ma, Liang Wu, Rudolf Vlasák, Shin JongHee, Jundong Li	2023	6
15	Second-Order Unsupervised Feature Selection via Knowledge Contrastive Distillation IEEE Transactions on Pattern Analysis and Machine Intelligence ·P. Cornu, Jundong Li, Hongfu Liu	2023	4
16	Modeling Interference for Individual Treatment Effect Estimation from Networked Observational Data ACM Transactions on Knowledge Discovery from Data ·Qiang Huang, Jing Ma, Jundong Li, Ruocheng Guo, Huiyan Sun, Yi Chang	2023	1
17	Contrastive Meta-Learning for Few-shot Node Classification Song Wang, Andrew Balango, Huan Liu, Jundong Li	2023	9
18	GiGaMAE: Generalizable Graph Masked Autoencoder via Collaborative Latent Space Reconstruction 博満量, Yushun Dong, Qiaoyu Tan, Jundong Li, Ninghao Liu	2023	15
19	When Newer is Not Better: Does Deep Learning Really Benefit Recommendation From Implicit Feedback? Yushun Dong, Jundong Li, Tobias Schnabel	2023	6
20	Feature Selection ACM Computing Surveys ·Jundong Li, Kewei Cheng, Suhang Wang, Fred Morstatter, Robert P. Treviño, Jiliang Tang, Huan Liu Hit paper breakdown →	2017	1541

About Jundong Li

Jundong Li is a scholar working on Artificial Intelligence, Reproductive Medicine, Statistical and Nonlinear Physics, Information Systems and Obstetrics and Gynecology, having authored 199 papers that have together received 6.5k indexed citations. Recurring topics across this work include Advanced Graph Neural Networks (69 papers), Recommender Systems and Techniques (28 papers), Complex Network Analysis Techniques (28 papers), Topic Modeling (23 papers), Ovarian cancer diagnosis and treatment (23 papers), Anomaly Detection Techniques and Applications (15 papers), Domain Adaptation and Few-Shot Learning (13 papers) and Machine Learning and Data Classification (12 papers). The work is most often cited by research in Artificial Intelligence (4.2k citations), Statistical and Nonlinear Physics (962 citations), Information Systems (1.4k citations), Computer Vision and Pattern Recognition (1.1k citations) and Computer Networks and Communications (778 citations). Jundong Li has collaborated with scholars based in United States, China and Australia. Frequent co-authors include Huan Liu, Huan Liu, Jiliang Tang, Kewei Cheng, Suhang Wang, Robert P. Treviño, Fred Morstatter, Xia Hu, Xiao Huang and Junliang Yu. Their work appears in journals such as Journal of Clinical Oncology, IEEE Transactions on Knowledge and Data Engineering, ACM Transactions on Knowledge Discovery from Data, International Journal of Gynecological Cancer and Data Mining and Knowledge Discovery.

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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