Fan Liu

1.6k total citations · 1 hit paper
57 papers, 924 citations indexed

About

Fan Liu is a scholar working on Artificial Intelligence, Information Systems and Computer Vision and Pattern Recognition. According to data from OpenAlex, Fan Liu has authored 57 papers receiving a total of 924 indexed citations (citations by other indexed papers that have themselves been cited), including 22 papers in Artificial Intelligence, 21 papers in Information Systems and 10 papers in Computer Vision and Pattern Recognition. Recurrent topics in Fan Liu's work include Recommender Systems and Techniques (21 papers), Advanced Graph Neural Networks (11 papers) and Topic Modeling (9 papers). Fan Liu is often cited by papers focused on Recommender Systems and Techniques (21 papers), Advanced Graph Neural Networks (11 papers) and Topic Modeling (9 papers). Fan Liu collaborates with scholars based in China, Singapore and United States. Fan Liu's co-authors include Zhiyong Cheng, Liqiang Nie, Zan Gao, Lei Zhu, J.A. van Kan, Mohan Kankanhalli, Yuxin Peng, Johan R. C. van der Maarel, Lei Zhu and Zeneng Cheng and has published in prestigious journals such as Nucleic Acids Research, Biophysical Journal and The Journal of Physical Chemistry Letters.

In The Last Decade

Fan Liu

51 papers receiving 910 citations

Hit 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.

Interest-aware Message-Passing GCN for Recommendation

2021 189 citations Fan Liu, Zhiyong Cheng et al. profile →

Peers

Countries citing papers authored by Fan Liu

Since Specialization

Citations

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

Fields of papers citing papers by Fan Liu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Fan Liu

This figure shows the co-authorship network connecting the top 25 collaborators of Fan Liu. A scholar is included among the top collaborators of Fan Liu 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 Fan Liu. Fan Liu 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

#	Work	Indexed citations
1	Data-driven coordination and optimization of the digital economy and urban–rural integration 2025 ·Energy Economics ·Fan Liu, (unknown), (unknown), (unknown)	1
2	Fundamental Limits of Pulse-Based UWB ISAC Systems: A Parameter Estimation Perspective 2025 ·IEEE Internet of Things Journal ·Fan Liu, Tingting Zhang, Zenan Zhang, Bin Cao, Yuan Shen, Qinyu Zhang	0
3	Decoupled domain-specific and domain-conditional representation learning for cross-domain recommendation 2024 ·Information Processing & Management ·Yu Zhang, Zhiyong Cheng, Fan Liu, Xun Yang, Yuxin Peng	7
4	Open-Set Synthesis for Free-Viewpoint Human Body Reenactment of Novel Poses 2024 ·IEEE Transactions on Circuits and Systems for Video Technology ·(unknown), Fan Liu, Meng Liu, Feng Zheng, Liqiang Nie	3
5	Understanding Before Recommendation: Semantic Aspect-Aware Review Exploitation via Large Language Models 2024 ·ACM Transactions on Information Systems ·Fan Liu, (unknown), Huilin Chen, Zhiyong Cheng, Liqiang Nie, Mohan Kankanhalli	0
6	Variational Rectification Inference for Learning with Noisy Labels 2024 ·International Journal of Computer Vision ·Haoliang Sun, Qi Wei, Lei Feng, Yupeng Hu, Fan Liu, Hehe Fan, Yilong Yin	3
7	Correction: Variational Rectification Inference for Learning with Noisy Labels 2024 ·International Journal of Computer Vision ·Haoliang Sun, Qi Wei, Lei Feng, Yupeng Hu, Fan Liu, Hehe Fan, Yilong Yin	1
8	Behavior-Contextualized Item Preference Modeling for Multi-Behavior Recommendation 2024 ·(unknown), Fan Liu, (unknown), Fuming Sun, Zhiyong Cheng, Yahong Han	15
9	Multi-Behavior Recommendation with Cascading Graph Convolution Networks 2023 ·arXiv (Cornell University) ·Zhiyong Cheng, (unknown), Fan Liu, Lei Zhu, Zan Gao, Yuxin Peng	50
10	NIR light-activatable dissolving microneedle system for melanoma ablation enabled by a combination of ROS-responsive chemotherapy and phototherapy 2023 ·Journal of Nanobiotechnology ·Fan Liu, Zeneng Cheng, (unknown)	39
11	LightGT: A Light Graph Transformer for Multimedia Recommendation 2023 ·Yinwei Wei, (unknown), Fan Liu, Xiang Wang, Liqiang Nie, Tat‐Seng Chua	24
12	Deep Temporal State Perception Toward Artificial Cyber–Physical Systems 2023 ·IEEE Internet of Things Journal ·(unknown), Shaokun Wang, Fan Liu, Hongyun Fan, Yupeng Hu, Xueqing Li, Shijun Liu	1
13	Stretch and Dynamics of Single Chromatin Molecules Confined in Nanofluidic Channels 2018 ·Biophysical Journal ·William M. Rosencrans, Fan Liu, Nikolay V. Berezhnoy, Anatoly Zinchenko, Lars Nordenskiöld, Johan R. C. van der Maarel	1
14	Effect of HU protein on the conformation and compaction of DNA in a nanochannel 2018 ·Soft Matter ·(unknown), Fan Liu, J.A. van Kan, Véronique Arluison, Johan R. C. van der Maarel	10
15	Compaction and condensation of DNA mediated by the C-terminal domain of Hfq 2017 ·Nucleic Acids Research ·Antoine Malabirade, Kai Jiang, (unknown), (unknown), Fan Liu, J.A. van Kan, Jean‐François Berret, Véronique Arluison, Johan R. C. van der Maarel	51
16	Analysis of Power Marketing Data Mining Based on the Big Data Technology 2017 ·Jiwen Yu, (unknown), Chao Shang, Fan Liu	0
17	A nanofluidic device for single molecule studies with in situ control of environmental solution conditions 2013 ·Lab on a Chip ·Ce Zhang, Kai Jiang, Fan Liu, Patrick S. Doyle, J.A. van Kan, Johan R. C. van der Maarel	34
18	Fabrication of nickel molds using proton beam writing for micro/nano fluidic devices 2012 ·Microelectronic Engineering ·Fan Liu, (unknown), P. Malar, Santosh Kumar Bikkarolla, J.A. van Kan	21
19	Characterization of CENH3 proteins and centromere-associated DNA sequences in diploid and allotetraploid Brassica species 2011 ·Chromosoma ·Guixiang Wang, Qunyan He, Fan Liu, Zhukuan Cheng, Paul B. Talbert, Weiwei Jin	43
20	Spatial variability of soil nitrogen in different scales and nested simulation 2007 ·Zhongguo nongye Kexue ·(unknown), (unknown), (unknown), Fan Liu	2

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.

Explore authors with similar magnitude of impact