Minghui Qiu

3.9k total citations · 2 hit papers
85 papers, 2.1k citations indexed

About

Minghui Qiu is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Information Systems. According to data from OpenAlex, Minghui Qiu has authored 85 papers receiving a total of 2.1k indexed citations (citations by other indexed papers that have themselves been cited), including 62 papers in Artificial Intelligence, 30 papers in Computer Vision and Pattern Recognition and 18 papers in Information Systems. Recurrent topics in Minghui Qiu's work include Topic Modeling (50 papers), Natural Language Processing Techniques (29 papers) and Multimodal Machine Learning Applications (19 papers). Minghui Qiu is often cited by papers focused on Topic Modeling (50 papers), Natural Language Processing Techniques (29 papers) and Multimodal Machine Learning Applications (19 papers). Minghui Qiu collaborates with scholars based in China, United States and Singapore. Minghui Qiu's co-authors include Jing Jiang, Jun Huang, Qiming Diao, Alexander J. Smola, Chao-Yuan Wu, Chong Wang, Feida Zhu, Chengyu Wang, Wei Chu and Haiqing Chen and has published in prestigious journals such as Pattern Recognition, IEEE Transactions on Knowledge and Data Engineering and The Journal of Higher Education.

In The Last Decade

Minghui Qiu

76 papers receiving 2.0k citations

Hit Papers

Jointly modeling aspects, ratings and sentiments for movi... 2014 2026 2018 2022 2014 2022 50 100 150 200 250
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.

  1. Jointly modeling aspects, ratings and sentiments for movie recommendation (JMARS)
    2014 297 citations Minghui Qiu, Jing Jiang et al. profile →
  2. Multi-level Cross-view Contrastive Learning for Knowledge-aware Recommender System
    2022 111 citations Ding Zou, Wei Wei et al. profile →

Peers

Minghui Qiu
Prem Melville United States
Jiang Bian China
Hakan Ferhatosmanoğlu United States
Hongxia Jin United States
Zhengbao Jiang United States
Jinlan Fu China
Yi Tay Singapore
Norisma Idris Malaysia
Weizhe Yuan United States
Prem Melville United States
Minghui Qiu
Citations per year, relative to Minghui Qiu Minghui Qiu (= 1×) peers Prem Melville

Countries citing papers authored by Minghui Qiu

Since Specialization
Citations

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

Fields of papers citing papers by Minghui Qiu

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Minghui Qiu

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

All Works

20 of 20 papers shown
1.
Chen, Ying, et al.. (2025). STAT-LSTM: A multivariate spatiotemporal feature aggregation model for SPEI-based drought prediction. Earth Science Informatics. 18(3). 1 indexed citations
2.
3.
Qiu, Minghui, et al.. (2023). Big Data Visualization System Based on Target Data Query. 5. 549–552.
4.
Li, Jingjuan, Minghui Qiu, Faujiah Nurhasanah Ritonga, et al.. (2023). Metabolite Profiling and Comparative Metabolomics Analysis of Jiaozhou Chinese Cabbage (Brassica rapa L. ssp. pekinensis) Planted in Different Areas. Frontiers in Bioscience-Landmark. 28(12). 345–345. 3 indexed citations
5.
Wei, Wei, Ding Zou, Yifan Liu, et al.. (2023). Exploring global information for session-based recommendation. Pattern Recognition. 145. 109911–109911. 8 indexed citations
6.
Chen, Xiaoqing, Chengyu Wang, Junwei Dong, et al.. (2023). Boosting Prompt-Based Few-Shot Learners Through Out-of-Domain Knowledge Distillation. abs/1903.12136. 1–5.
7.
Zhang, Taolin, Chengyu Wang, Cen Chen, et al.. (2023). Learning Knowledge-Enhanced Contextual Language Representations for Domain Natural Language Understanding. 15663–15676. 1 indexed citations
8.
Liu, Tingting, Chengyu Wang, Minghui Qiu, et al.. (2023). Resizing codebook of vector quantization without retraining. Multimedia Systems. 29(3). 1499–1512. 1 indexed citations
9.
Wang, Chengyu, Minghui Qiu, Taolin Zhang, et al.. (2022). EasyNLP: A Comprehensive and Easy-to-use Toolkit for Natural Language Processing. 22–29. 10 indexed citations
10.
11.
Wang, Jianing, Chengyu Wang, Fuli Luo, et al.. (2022). Towards Unified Prompt Tuning for Few-shot Text Classification. 524–536. 14 indexed citations
12.
Wang, Jianing, Chengyu Wang, Chuanqi Tan, et al.. (2022). SpanProto: A Two-stage Span-based Prototypical Network for Few-shot Named Entity Recognition. 3466–3476. 17 indexed citations
13.
14.
Wang, Chengyu, Jianing Wang, Minghui Qiu, Jun Huang, & Ming Gao. (2021). TransPrompt: Towards an Automatic Transferable Prompting Framework for Few-shot Text Classification. Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. 2792–2802. 30 indexed citations
15.
Liu, Yang, Minghui Qiu, Chen Qu, et al.. (2020). IART: Intent-aware Response Ranking with Transformers in Information-seeking Conversation Systems. 2592–2598. 22 indexed citations
16.
Liu, Yang, Jing Jiang, Lifu Huang, Minghui Qiu, & Lizi Liao. (2014). Generating Supplementary Travel Guides from Social Media. Institutional Knowledge (InK) - Institutional Knowledge at Singapore Management University (Singapore Management University). 1670–1681. 3 indexed citations
17.
Qiu, Minghui, et al.. (2014). Quantum wave-packet and quasiclassical trajectory of reaction S(3P)+HD. Acta Physica Sinica. 63(6). 63402–63402. 4 indexed citations
18.
Qiu, Minghui & Jing Jiang. (2013). A Latent Variable Model for Viewpoint Discovery from Threaded Forum Posts. Institutional Knowledge (InK) - Institutional Knowledge at Singapore Management University (Singapore Management University). 1031–1040. 19 indexed citations
19.
Gottipati, Swapna, et al.. (2013). Learning Topics and Positions from Debatepedia. Figshare. 1858–1868. 21 indexed citations
20.
Qiu, Minghui. (2009). Research on college instructors' information literacy:a case study of naval academies. The Journal of Higher Education.

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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