Xueguang Ma

1.4k citations

32 papers · 427 indexed · h-index 10

Artificial Intelligence top 5%
- Topic Modeling 19
- Natural Language Processing Techniques 11
- Semantic Web and Ontologies 5
- Domain Adaptation and Few-Shot Learning 4
Health Informatics
Computer Vision and Pattern Recognition top 10%
- Multimodal Machine Learning Applications 8
Information Systems top 10%
Management Science and Operations Research
Molecular Biology
- Biomedical Text Mining and Ontologies 2
- Genomics and Phylogenetic Studies 2
Sociology and Political Science
- Misinformation and Its Impacts 2

Co-authors: Jimmy Lin Ronak Pradeep Rodrigo Nogueira Sheng-Chieh Lin Jheng-Hong Yang Jamie Callan Luyu Gao Wenhu Chen
Cited by: Artificial Intelligence Health Informatics Computer Vision and Pattern Recognition
Journals: Interactive Learning Environments (1 paper)ACM Transactions on Information Systems (1 paper)International Journal of Data Science and Analytics (1 paper)
Partner nations: Canada United States Australia

In The Last Decade

Xueguang Ma

27 papers receiving 403 citations

Peers

Countries citing papers authored by Xueguang Ma

Since Specialization

Citations

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

Fields of papers citing papers by Xueguang Ma

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network

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

All Works

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20 of 20 papers shown

#	Work
1	VISA: Retrieval Augmented Generation with Visual Source Attribution Xueguang Ma,Shengyao Zhuang,Bevan Koopman,Guido Zuccon,Wenhu Chen,Jimmy Lin	2025	0
2	R ² LLMs: Retrieval and Ranking with LLMs Guido Zuccon,Shengyao Zhuang,Xueguang Ma	2025	0
3	Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question Answering Yiying Song,Xueguang Ma,Wenhu Chen	2024	13
4	Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models Raphael Tang,忠市秋山,Xueguang Ma,Jimmy Lin,Ferhan Türe	2024	2
5	Unifying Multimodal Retrieval via Document Screenshot Embedding Xueguang Ma,Sheng-Chieh Lin,Minghan Li,Wenhu Chen,Jimmy Lin	2024	4
6	Resources for Brewing BEIR: Reproducible Reference Models and Statistical Analyses Ehsan Kamalloo,Nandan Thakur,Carlos Lassance,Xueguang Ma,Jheng-Hong Yang,Jimmy Lin	2024	2
7	PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval Shengyao Zhuang,Xueguang Ma,Bevan Koopman,Jimmy Lin,Guido Zuccon	2024	5
8	Fine-Tuning LLaMA for Multi-Stage Text Retrieval Xueguang Ma,BP Shankar,Garcia Eduardo Castillo,Furu Wei,Jimmy Lin	2024	19
9	TheoremQA: A Theorem-driven Question Answering Dataset Wenhu Chen,Ming Yin,Max Ku,Pan Lu,紀勝池内,Xueguang Ma,Jianyu Xu,Xinyi Wang,敬继红	2023	16
10	Few-shot In-context Learning on Knowledge Base Question Answering Tianle Li,Xueguang Ma,Patricia A. Colfer,裕二池谷,Yu Su,Wenhu Chen	2023	15
11	SLIM: Sparsified Late Interaction for Multi-Vector Retrieval with Inverted Indexes Catherine J. Giddings,Sheng-Chieh Lin,Xueguang Ma,Jimmy Lin	2023	4
12	Anserini Gets Dense Retrieval: Integration of Lucene's HNSW Indexes Xueguang Ma,Степкина Елена Федоровна,Jimmy Lin	2023	4
13	Precise Zero-Shot Dense Retrieval without Relevance Labels Luyu Gao,Xueguang Ma,Jimmy Lin,Jamie Callan	2023	75
14	Pseudo-Relevance Feedback with Dense Retrievers in Pyserini Hang Li,Shengyao Zhuang,Xueguang Ma,Jimmy Lin,Guido Zuccon	2022	0
15	Personalized multi-faceted trust modeling to determine trust links in social media and its potential for misinformation management International Journal of Data Science and Analytics ·Αριάδνη Μαρνέλου,Robin Cohen,Xueguang Ma,Tanaka Naito,Refky Jumrotuhuda	2022	3
16	Document Expansion Baselines and Learned Sparse Lexical Representations for MS MARCO V1 and V2 Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval ·Xueguang Ma,Ronak Pradeep,Rodrigo Nogueira,Jimmy Lin	2022	10
17	To Interpolate or not to Interpolate Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval ·Hang Li,Shuai Wang,Shengyao Zhuang,Ahmed Mourad,Xueguang Ma,Jimmy Lin,Guido Zuccon	2022	10
18	Simple and Effective Unsupervised Redundancy Elimination to Compress Dense Vectors for Passage Retrieval Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing ·Xueguang Ma,Catherine J. Giddings,Kai Sun,Ji Xin,Jimmy Lin	2021	8
19	H2oloo at TREC 2020: When all you got is a hammer... Deep Learning, Health Misinformation, and Precision Medicine. Text REtrieval Conference ·Ronak Pradeep,Xueguang Ma,Kellerman Gm,Hang Cui,Matías Nicanor Collao Jara,Rodrigo Nogueira,Jimmy Lin	2020	4
20	Individual Effects of a Web-Based Accountability System In a Teacher Education Program Journal of Computing in Teacher Education ·Xueguang Ma,Roy Rada	2006	7

About Xueguang Ma

Xueguang Ma is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Signal Processing, Information Systems and Management Science and Operations Research, having authored 32 papers that have together received 427 indexed citations. Recurring topics across this work include Topic Modeling (19 papers), Natural Language Processing Techniques (11 papers), Multimodal Machine Learning Applications (8 papers), Semantic Web and Ontologies (5 papers), Domain Adaptation and Few-Shot Learning (4 papers), Biomedical Text Mining and Ontologies (2 papers), Misinformation and Its Impacts (2 papers) and Genomics and Phylogenetic Studies (2 papers). The work is most often cited by research in Artificial Intelligence (334 citations), Health Informatics (11 citations), Computer Vision and Pattern Recognition (99 citations), Information Systems (99 citations) and Management Science and Operations Research (32 citations). Xueguang Ma has collaborated with scholars based in Canada, United States and Australia. Frequent co-authors include Jimmy Lin, Ronak Pradeep, Rodrigo Nogueira, Sheng-Chieh Lin, Jheng-Hong Yang, Jamie Callan, Luyu Gao, Wenhu Chen, Roy Rada and Furu Wei. Their work appears in journals such as Interactive Learning Environments, ACM Transactions on Information Systems, International Journal of Data Science and Analytics, International Journal of Web-Based Learning and Teaching Technologies and Text REtrieval Conference.

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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