Yong Liu

7.4k citations

225 papers · 4.6k · 4 hit papers · h-index 37

Impact in

Transportation top 0.5%
- Human Mobility and Location-Based Analysis
Information Systems top 0.2%
- Recommender Systems and Techniques

Papers in

Artificial Intelligence 90
- Advanced Graph Neural Networks 30
- Topic Modeling 18
Information Systems 72
- Recommender Systems and Techniques 52

Co-authors: Chunyan Miao (29 shared papers)Xiwang Yang (4 shared papers)Min Wu (11 shared papers)Xiaoli Li (9 shared papers)Aixin Sun (6 shared papers)Harald Steck (2 shared papers)Peilin Zhao (6 shared papers)Yang Guo (1 shared paper)
Journals: Bioinformatics (6 papers)Knowledge-Based Systems (5 papers)IEEE Transactions on Knowledge and Data Engineering (4 papers)IEEE Access (3 papers)IEEE Transactions on Neural Networks and Learning Systems (3 papers)
Partner nations: China Singapore United States

In The Last Decade

Yong Liu

207 papers receiving 4.5k citations

Hit Papers

align trajectories log scale

How Can Recommender Systems Benefit from Large Language Models: A Survey 2024 · 53 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.

2024 ACM Transactions on Information Systems
2023 Bootstrap Latent Representations for Multi-modal Recommendation
2014 Exploiting Geographical Neighborhood Characteristics for Location Recommendation
2013 Computer Communications

Peers

Countries citing papers authored by Yong Liu

Since Specialization

Citations

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

Fields of papers citing papers by Yong Liu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authors

The 25 scholars most cited alongside Yong Liu, 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 Yong Liu Line = papers co-authored together Yong Liu links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 225 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	A survey of collaborative filtering based social recommender systems Computer Communications ·Xiwang Yang, Yang Guo, Yong Liu, Harald Steck Hit paper breakdown →	2013	342
2	Neighborhood Regularized Logistic Matrix Factorization for Drug-Target Interaction Prediction PLoS Computational Biology ·Yong Liu, Min Wu, Chunyan Miao, Peilin Zhao, Xiaoli Li	2016	284
3	Exploiting Geographical Neighborhood Characteristics for Location Recommendation Yong Liu, Wei Wei, Aixin Sun, Chunyan Miao Hit paper breakdown →	2014	236
4	Personalized point-of-interest recommendation by mining users' preference transition Infoscience (Ecole Polytechnique Fédérale de Lausanne) ·Xin Liu, Yong Liu, Karl Aberer, Chunyan Miao	2013	191
5	Insights into PPLive: A Measurement Study of a Large-Scale P2P IPTV System Xiaojun Hei, Chao Liang, Jian Liang, Yong Liu, Keith W. Ross	2006	136
6	Porous Effect Parameter of Thin Permeable Plates Coastal Engineering Journal ·Yucheng Li, Yong Liu, Bin Teng	2006	119
7	On top-k recommendation using social networks Xiwang Yang, Harald Steck, Yang Guo, Yong Liu	2012	113
8	Bayesian-Inference-Based Recommendation in Online Social Networks IEEE Transactions on Parallel and Distributed Systems ·Xiwang Yang, (unknown), Yong Liu	2012	111
9	Your neighbors affect your ratings Longke Hu, Aixin Sun, Yong Liu	2014	104
10	GCN-MF King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology) ·Peng Han, Peng Yang, Peilin Zhao, Shuo Shang, Yong Liu, Jiayu Zhou, Xin Gao, Panos Kalnis	2019	104
11	Bootstrap Latent Representations for Multi-modal Recommendation Xin Zhou, Hongyu Zhou, Yong Liu, Zhiwei Zeng, Chunyan Miao, Pengwei Wang, Yuan You, Feijun Jiang Hit paper breakdown →	2023	103
12	Graph-Flashback Network for Next Location Recommendation Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining ·Xuan Rao, Lisi Chen, Yong Liu, Shuo Shang, Bin Yao, Peng Han	2022	97
13	Contextualized Graph Attention Network for Recommendation with Item Knowledge Graph IEEE Transactions on Knowledge and Data Engineering ·Yong Liu, Susen Yang, Yonghui Xu, Chunyan Miao, Min Wu, Juyong Zhang	2021	81
14	Ensembling graph attention networks for human microbe–drug association prediction Bioinformatics ·Yahui Long, Min Wu, Yong Liu, Chee Keong Kwoh, Jiawei Luo, Xiaoli Li	2020	67
15	Scalable Video Multicast in Hybrid 3G/Ad-Hoc Networks IEEE Transactions on Multimedia ·Sha Hua, Yang Guo, Yong Liu, Hang Liu, Shivendra S. Panwar	2011	63
16	Spectral–Spatial Exploration for Hyperspectral Image Classification via the Fusion of Fully Convolutional Networks IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ·Liang Zou, Xingliang Zhu, Changfeng Wu, Yong Liu, Lei Qu	2020	63
17	Contextualized Point-of-Interest Recommendation King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology) ·Peng Han, Zhongxiao Li, Yong Liu, Peilin Zhao, Jing Li, Hao Wang, Shuo Shang	2020	62
18	Towards Persona-Based Empathetic Conversational Models DR-NTU (Nanyang Technological University) ·Peixiang Zhong, Chen Zhang, Hao Wang, Yong Liu, Chunyan Miao	2020	61
19	Exploring the context of locations for personalized location recommendations International Joint Conference on Artificial Intelligence ·Xin Liu, Yong Liu, Xiaoli Li	2016	61
20	Do driving restriction policies effectively motivate commuters to use public transportation? Energy Policy ·Yunxia Liu, (unknown), Zaisheng Hong, Yong Liu	2016	59

About Yong Liu

Yong Liu is a scholar working on Artificial Intelligence, Information Systems, Computer Vision and Pattern Recognition, Computer Networks and Communications and Computational Theory and Mathematics, having authored 225 papers that have together received 4.6k indexed citations. Recurring topics across this work include Recommender Systems and Techniques (52 papers), Advanced Graph Neural Networks (30 papers), Topic Modeling (18 papers), Human Mobility and Location-Based Analysis (14 papers), Computational Drug Discovery Methods (12 papers), Advanced Bandit Algorithms Research (11 papers), Multimodal Machine Learning Applications (10 papers) and Bioinformatics and Genomic Networks (10 papers). The work is most often cited by research in Transportation (716 citations), Information Systems (1.9k citations), Artificial Intelligence (1.7k citations), Computational Mathematics (26 citations) and Computer Vision and Pattern Recognition (744 citations). Yong Liu has collaborated with scholars based in China, Singapore and United States. Frequent co-authors include Chunyan Miao, Xiwang Yang, Min Wu, Xiaoli Li, Aixin Sun, Harald Steck, Peilin Zhao, Yang Guo, Xin Liu and Wei Wei. Their work appears in journals such as Bioinformatics, Knowledge-Based Systems, IEEE Transactions on Knowledge and Data Engineering, IEEE Access and IEEE Transactions on Neural Networks and Learning 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.

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Yong Liu

Hit Papers

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All Works

About Yong Liu

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