Qian Liu

3.4k total citations · 3 hit papers
129 papers, 1.9k citations indexed

About

Qian Liu is a scholar working on Artificial Intelligence, Molecular Biology and Sociology and Political Science. According to data from OpenAlex, Qian Liu has authored 129 papers receiving a total of 1.9k indexed citations (citations by other indexed papers that have themselves been cited), including 59 papers in Artificial Intelligence, 20 papers in Molecular Biology and 18 papers in Sociology and Political Science. Recurrent topics in Qian Liu's work include Topic Modeling (33 papers), Natural Language Processing Techniques (29 papers) and Advanced Text Analysis Techniques (13 papers). Qian Liu is often cited by papers focused on Topic Modeling (33 papers), Natural Language Processing Techniques (29 papers) and Advanced Text Analysis Techniques (13 papers). Qian Liu collaborates with scholars based in China, Singapore and Australia. Qian Liu's co-authors include Jinyan Li, Erik Cambria, Rui Mao, Weiguo Fan, Heyan Huang, Kai He, Wei Li, Jie Lü, Guangquan Zhang and Chee Keong Kwoh and has published in prestigious journals such as SHILAP Revista de lepidopterología, Bioinformatics and PLoS ONE.

In The Last Decade

Qian Liu

118 papers receiving 1.9k 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.

The Biases of Pre-Trained Language Models: An Empirical Study on Prompt-Based Sentiment Analysis and Emotion Detection

2022 148 citations Rui Mao, Qian Liu et al. profile →
Active Retrieval Augmented Generation

2023 140 citations Zhengbao Jiang, Frank F. Xu et al. profile →
What matters in AI-supported learning: A study of human-AI interactions in language learning using cluster analysis and epistemic network analysis

2022 126 citations Qian 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
Qian Liu China	23	899	295	258	184	162	129	1.9k
Kyle Lo United States	16	1.9k 2.1×	624 2.1×	174 0.7×	314 1.7×	138 0.9×	45	2.5k
Arman Cohan United States	17	1.8k 2.0×	580 2.0×	131 0.5×	279 1.5×	105 0.6×	78	2.4k
Chen Lin China	27	984 1.1×	976 3.3×	233 0.9×	427 2.3×	93 0.6×	158	2.4k
Jun Yan China	24	939 1.0×	206 0.7×	392 1.5×	328 1.8×	117 0.7×	81	1.7k
David Ferrucci United States	17	1.8k 2.1×	367 1.2×	237 0.9×	529 2.9×	87 0.5×	31	2.5k
Petr Sojka Czechia	11	1.7k 1.9×	197 0.7×	218 0.8×	494 2.7×	298 1.8×	81	2.7k
Ziwei Ji Hong Kong	10	1.3k 1.4×	91 0.3×	170 0.7×	259 1.4×	142 0.9×	22	2.1k
Zhongyu Wei China	23	1.6k 1.8×	441 1.5×	377 1.5×	403 2.2×	467 2.9×	124	2.6k
Michal Rosen‐Zvi Israel	19	1.7k 1.9×	281 1.0×	375 1.5×	626 3.4×	98 0.6×	56	2.8k

Countries citing papers authored by Qian Liu

Since Specialization

Citations

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

Fields of papers citing papers by Qian Liu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Qian Liu

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

1.

Zhou, Xiumei, et al.. (2025). Self‐Management Scale for Chronic Pruritus in Older People: Instrument Development and Preliminary Validation. Journal of Advanced Nursing. 81(11). 7924–7936.

2.

Huang, Yan, Xinhua Guo, Yantang Wang, et al.. (2024). Exposure to PFOA, PFOS, and PFHxS induces Alzheimer's disease-like neuropathology in cerebral organoids. Environmental Pollution. 363(Pt 1). 125098–125098. 18 indexed citations

3.

Liu, Qian, et al.. (2024). The Impact of Digital Economy on Employment in Countries Along the Belt and Road. Global Journal of Emerging Market Economies. 17(1). 73–91. 1 indexed citations

4.

Fei, Hao, Bobo Li, Shengqiong Wu, et al.. (2024). PanoSent: A Panoptic Sextuple Extraction Benchmark for Multimodal Conversational Aspect-based Sentiment Analysis. ResearchSpace (University of Auckland). 7667–7676. 6 indexed citations

5.

Liu, Qian, et al.. (2023). Acceptance of social assistant robots for the older adults living in the community in China. Geriatric Nursing. 52. 191–198. 9 indexed citations

6.

Jiang, Zhengbao, Frank F. Xu, Luyu Gao, et al.. (2023). Active Retrieval Augmented Generation. 7969–7992. 140 indexed citations breakdown →

7.

Fei, Hao, Bobo Li, Qian Liu, et al.. (2023). Reasoning Implicit Sentiment with Chain-of-Thought Prompting. 1171–1182. 45 indexed citations

8.

Huang, Heyan, et al.. (2023). Event Extraction With Dynamic Prefix Tuning and Relevance Retrieval. IEEE Transactions on Knowledge and Data Engineering. 35(10). 9946–9958. 12 indexed citations

9.

Huang, Heyan, et al.. (2023). Document-level Relation Extraction via Separate Relation Representation and Logical Reasoning. ACM Transactions on Information Systems. 42(1). 1–24. 6 indexed citations

10.

Kong, Baohua, et al.. (2022). Effects of Water Addition on the Quality Characteristics of Starch-Meat Sausage. SHILAP Revista de lepidopterología. 1 indexed citations

11.

Liu, Qian, Rui Mao, Xiubo Geng, & Erik Cambria. (2022). Semantic matching in machine reading comprehension: An empirical study. Information Processing & Management. 60(2). 103145–103145. 24 indexed citations

12.

Liu, Qian, Xiubo Geng, Yu Wang, Erik Cambria, & Daxin Jiang. (2022). Disentangled Retrieval and Reasoning for Implicit Question Answering. IEEE Transactions on Neural Networks and Learning Systems. 35(6). 7804–7815. 7 indexed citations

13.

Liu, Qian, Bei Chen, Jian–Guang Lou, Bin Zhou, & Dongmei Zhang. (2020). Incomplete Utterance Rewriting as Semantic Segmentation. 2846–2857. 27 indexed citations

14.

Yan, Xiongfeng, Tinghua Ai, Min Yang, Xiaohua Tong, & Qian Liu. (2020). A graph deep learning approach for urban building grouping. Geocarto International. 37(10). 2944–2966. 32 indexed citations

15.

Liu, Qian, et al.. (2015). Understanding News 2.0: A framework for explaining the number of comments from readers on online news. Information & Management. 52(7). 764–776. 33 indexed citations

16.

Liu, Qian. (2014). Phases Transformation and Activity of Aluminum and Silicon During Roasting Process of Coal Gangue. 2 indexed citations

17.

Guo, Qiang, Caiming Zhang, Qian Liu, Yunfeng Zhang, & Xiaohong Shen. (2014). Image interpolation based on nonlocal self-similarity. ScienceAsia. 40(2). 168–168. 6 indexed citations

18.

Liu, Qian. (2013). Stay or Leave:A Study on the Role of Political Social Capital on Rural-Urban Migrants' Desire to Settle in the City. Chinese Journal of Sociology. 1 indexed citations

19.

Liu, Qian. (2013). Analysis of Efficiency of China Community Health Service. 1 indexed citations

20.

Liu, Qian. (2011). Factors Affecting Sense of Equity in Disaster-Relief Policy:Empirical Study Based on Wenchuan Earthquake. 1 indexed citations

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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