Ruoqi Liu

774 total citations
23 papers, 508 citations indexed

About

Ruoqi Liu is a scholar working on Artificial Intelligence, Computational Theory and Mathematics and Statistics and Probability. According to data from OpenAlex, Ruoqi Liu has authored 23 papers receiving a total of 508 indexed citations (citations by other indexed papers that have themselves been cited), including 6 papers in Artificial Intelligence, 6 papers in Computational Theory and Mathematics and 6 papers in Statistics and Probability. Recurrent topics in Ruoqi Liu's work include Machine Learning in Healthcare (6 papers), Computational Drug Discovery Methods (6 papers) and Advanced Causal Inference Techniques (5 papers). Ruoqi Liu is often cited by papers focused on Machine Learning in Healthcare (6 papers), Computational Drug Discovery Methods (6 papers) and Advanced Causal Inference Techniques (5 papers). Ruoqi Liu collaborates with scholars based in United States, China and Singapore. Ruoqi Liu's co-authors include Ping Zhang, Feng Huang, Wen Zhang, Xiang Yue, Wenjian Wu, Feng Liu, Lai Wei, Yanlin Chen, Changchang Yin and Dongdong Zhang and has published in prestigious journals such as Proceedings of the National Academy of Sciences, SHILAP Revista de lepidopterología and Bioresource Technology.

In The Last Decade

Ruoqi Liu

19 papers receiving 501 citations

Peers

Countries citing papers authored by Ruoqi Liu

Since Specialization

Citations

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

Fields of papers citing papers by Ruoqi Liu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Ruoqi Liu

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

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Estimating the treatment effects of multiple drug combinations on multiple outcomes in hypertension 2025 ·Cell Reports Medicine ·Ruoqi Liu, Lang Li, Ping Zhang	0
2	A Drug Similarity-Based Bayesian Method for Early Adverse Drug Event Detection 2025 ·Drug Safety ·Yi Shi, (unknown), Ruoqi Liu, Anna Sun, (unknown), Lang Li, Ping Zhang, (unknown)	0
3	Progress in the treatment of vascular complications in type 2 diabetes by finerenone in combination with RAS inhibitors/SGLT-2i 2025 ·Journal of Diabetes and its Complications ·Ruoqi Liu, (unknown), Yun‐Zhi Feng, (unknown), (unknown), Xuemei Fan, Xiaoqi Liu, (unknown)	2
4	CURE: A deep learning framework pre-trained on large-scale patient data for treatment effect estimation 2024 ·Patterns ·Ruoqi Liu, Pin‐Yu Chen, Ping Zhang	2
5	Environmental Factors Drive the Biogeographic Pattern of Hippophae rhamnoides Root Endophytic Fungal Diversity in the Arid Regions of Northwest China 2024 ·Journal of Fungi ·(unknown), (unknown), Wenjie Liu, Ruoqi Liu, (unknown), (unknown)	1
6	Agricultural flood resistance enhanced after returning farmlands to lakes 2024 ·Proceedings of the National Academy of Sciences ·Ruoqi Liu, Jinwei Dong, Luguang Jiang, Yong Ge, Fan Chang, (unknown), Geli Zhang	6
7	Using multiple drug similarity networks to promote adverse drug event detection 2024 ·Heliyon ·(unknown), Ruoqi Liu, (unknown), (unknown), Lang Li, Pengyue Zhang, Ping Zhang	0
8	Enhanced simultaneous removal of phosphate and ammonium from swine wastewater using magnetic magnesium–loaded Chinese herbal medicine residues: Performance, mechanism, and resource utilization 2023 ·Bioresource Technology ·Guiyin Wang, Ruoqi Liu, Zhanbiao Yang, Yunguo Liu, Xiaoxun Xu, Shirong Zhang, Zhang Cheng, Guochun Lv, Changlian Xu, Junzhuo Cai, Zhien Pu	9
9	Estimating treatment effects for time-to-treatment antibiotic stewardship in sepsis 2023 ·Nature Machine Intelligence ·Ruoqi Liu, Katherine M. Hunold, Jeffrey M. Caterino, Ping Zhang	11
10	The application of artificial intelligence in the management of sepsis 2023 ·SHILAP Revista de lepidopterología ·(unknown), Sicheng Hao, Jiajie Huang, Tianqi Chen, Ruoqi Liu, Ping Zhang, Mengling Feng, Yang He, Wei Xiao, Yucai Hong, Zhongheng Zhang	22
11	Characterisation of a Novel Tigecycline Resistance Gene tet(X22) and its Coexistence with blaNDM-1 in a Pseudomonas caeni Isolate 2023 ·International Journal of Antimicrobial Agents ·Xiaoyu Lu, (unknown), Kai Peng, Qiaojun Wang, Ruoqi Liu, Zhiqiang Wang, Ruichao Li	5
12	Deconfounding Actor-Critic Network with Policy Adaptation for Dynamic Treatment Regimes 2022 ·Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining ·(unknown), Ruoqi Liu, Jeffrey M. Caterino, Ping Zhang	3
13	Simultaneous removal of ammonium and phosphate in aqueous solution using Chinese herbal medicine residues: Mechanism and practical performance 2021 ·Journal of Cleaner Production ·Ruoqi Liu, Zhanbiao Yang, Guiyin Wang, Junren Xian, Ting Li, Yulin Pu, Yongxia Jia, Wei Zhou, Zhang Cheng, Shirong Zhang, Gang Xiang, Xiaoxun Xu	22
14	A deep learning framework for drug repurposing via emulating clinical trials on real-world patient data 2021 ·Nature Machine Intelligence ·Ruoqi Liu, Lai Wei, Ping Zhang	62
15	Clinical connectivity map for drug repurposing: using laboratory results to bridge drugs and diseases 2021 ·BMC Medical Informatics and Decision Making ·(unknown), Ruoqi Liu, Ping Zhang	6
16	Satellite observed rapid green fodder expansion in northeastern Tibetan Plateau from 2010 to 2019 2021 ·International Journal of Applied Earth Observation and Geoinformation ·Tong Yang, Geli Zhang, Yuzhe Li, Jiangwen Fan, Danfeng Sun, Jie Wang, Yuanyuan Di, Nanshan You, Ruoqi Liu, (unknown), Russell Doughty	11
17	Deep Deterministic Policy Gradient Based Computation Offloading in Wireless-Powered MEC Networks 2020 ·Ruoqi Liu, Xuanlin Liu, Sihua Wang, Changchuan Yin	5
18	Towards early detection of adverse drug reactions: combining pre-clinical drug structures and post-market safety reports 2019 ·BMC Medical Informatics and Decision Making ·Ruoqi Liu, Ping Zhang	22
19	Predicting drug-disease associations and their therapeutic function based on the drug-disease association bipartite network 2018 ·Methods ·Wen Zhang, Xiang Yue, Feng Huang, Ruoqi Liu, Yanlin Chen, (unknown)	72
20	Predicting drug-disease associations by using similarity constrained matrix factorization 2018 ·BMC Bioinformatics ·Wen Zhang, Xiang Yue, (unknown), Wenjian Wu, Ruoqi Liu, Feng Huang, Feng Liu	208

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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