Xiaotao Gu

901 total citations
19 papers, 378 citations indexed

About

Xiaotao Gu is a scholar working on Artificial Intelligence, Management Science and Operations Research and Information Systems. According to data from OpenAlex, Xiaotao Gu has authored 19 papers receiving a total of 378 indexed citations (citations by other indexed papers that have themselves been cited), including 15 papers in Artificial Intelligence, 5 papers in Management Science and Operations Research and 4 papers in Information Systems. Recurrent topics in Xiaotao Gu's work include Topic Modeling (13 papers), Natural Language Processing Techniques (8 papers) and Advanced Graph Neural Networks (6 papers). Xiaotao Gu is often cited by papers focused on Topic Modeling (13 papers), Natural Language Processing Techniques (8 papers) and Advanced Graph Neural Networks (6 papers). Xiaotao Gu collaborates with scholars based in United States, China and Canada. Xiaotao Gu's co-authors include Xiang Ren, Jiawei Han, Liyuan Liu, Jingbo Shang, Yuning Mao, Yuxiao Dong, Hongkun Yu, Jie Tang, Yan Wang and Rui Li and has published in prestigious journals such as IEEE Transactions on Knowledge and Data Engineering, Social Network Analysis and Mining and Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).

In The Last Decade

Xiaotao Gu

18 papers receiving 365 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Xiaotao Gu United States	9	349	69	57	54	40	19	378
Joachim Daiber Netherlands	5	327 0.9×	77 1.1×	48 0.8×	55 1.0×	34 0.8×	8	358
Arzoo Katiyar United States	7	705 2.0×	77 1.1×	98 1.7×	77 1.4×	54 1.4×	11	742
Mojtaba Nayyeri Germany	10	279 0.8×	38 0.6×	55 1.0×	55 1.0×	27 0.7×	25	305
Zhaocheng Zhu China	2	330 0.9×	30 0.4×	35 0.6×	73 1.4×	28 0.7×	4	358
Luciano Del Corro Germany	7	427 1.2×	87 1.3×	55 1.0×	41 0.8×	38 0.9×	10	459
Octavian-Eugen Ganea Switzerland	6	419 1.2×	38 0.6×	125 2.2×	43 0.8×	38 0.9×	9	439
Mosha Chen China	13	509 1.5×	67 1.0×	76 1.3×	47 0.9×	59 1.5×	19	543
Peng-Hsuan Li Taiwan	4	289 0.8×	32 0.5×	55 1.0×	23 0.4×	41 1.0×	7	312
Kun Xu China	12	477 1.4×	46 0.7×	25 0.4×	115 2.1×	38 0.9×	26	524
Julie Tibshirani United States	6	524 1.5×	84 1.2×	73 1.3×	31 0.6×	49 1.2×	10	554

Countries citing papers authored by Xiaotao Gu

Since Specialization

Citations

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

Fields of papers citing papers by Xiaotao Gu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Xiaotao Gu

This figure shows the co-authorship network connecting the top 25 collaborators of Xiaotao Gu. A scholar is included among the top collaborators of Xiaotao Gu 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 Xiaotao Gu. Xiaotao Gu 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:

19 of 19 papers shown

Liu, Yiming, Xiaotao Gu, Xiao Liu, et al.. (2025). LogicGame: Benchmarking Rule-Based Reasoning Abilities of Large Language Models. 1474–1491. 1 indexed citations

Ke, Pei, Cunxiang Wang, Xiaotao Gu, et al.. (2025). HPSS: Heuristic Prompting Strategy Search for LLM Evaluators. 24974–25007.

Huang, Yi, Andrew Feng, Pei Ke, et al.. (2024). AlignBench: Benchmarking Chinese Alignment of Large Language Models. 11621–11640. 4 indexed citations

Gu, Xiaotao, et al.. (2024). NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Queries. 7907–7928. 3 indexed citations

Gu, Xiaotao, Yikang Shen, Jiaming Shen, Jingbo Shang, & Jiawei Han. (2022). Phrase-aware Unsupervised Constituency Parsing. Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 6406–6415. 1 indexed citations

Liu, Xiao, Jie Tang, Yuxiao Dong, et al.. (2022). OAG: Linking Entities Across Large-Scale Heterogeneous Knowledge Graphs. IEEE Transactions on Knowledge and Data Engineering. 35(9). 9225–9239. 7 indexed citations

Gu, Xiaotao, Liyuan Liu, Hongkun Yu, et al.. (2021). On the Transformer Growth for Progressive BERT Training. 5174–5180. 17 indexed citations

Gu, Xiaotao, et al.. (2020). Learning Collaborative Agents with Rule Guidance for Knowledge Graph Reasoning. 8541–8547. 27 indexed citations

Shi, Haochen, Siliang Tang, Xiaotao Gu, et al.. (2020). Alleviate Dataset Shift Problem in Fine-grained Entity Typing with Virtual Adversarial Training. 3898–3904. 4 indexed citations

10.

Gu, Xiaotao, Yuning Mao, Jiawei Han, et al.. (2020). Generating Representative Headlines for News Stories. 1773–1784. 29 indexed citations

11.

Gu, Xiaotao, Siliang Tang, Yueting Zhuang, et al.. (2019). Learning Dynamic Context Augmentation for Global Entity Linking. 271–281. 35 indexed citations

12.

Liu, Xiao, Jie Tang, Yuxiao Dong, et al.. (2019). OAG. 2585–2595. 52 indexed citations

13.

Shang, Jingbo, et al.. (2018). Learning Named Entity Tagger using Domain-Specific Dictionary. 2054–2064. 132 indexed citations

14.

Gu, Xiaotao, et al.. (2018). Profiling Web users using big data. Social Network Analysis and Mining. 8(1). 10 indexed citations

15.

Liu, Liyuan, Xiang Ren, Jingbo Shang, et al.. (2018). Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling. 1215–1225. 29 indexed citations

16.

Yuan, Sha, Jie Tang, & Xiaotao Gu. (2018). A Survey on Scholar Profiling Techniques in the Open Internet. 55(9). 1903. 1 indexed citations

17.

Mao, Yuning, Xiang Ren, Jiaming Shen, Xiaotao Gu, & Jiawei Han. (2018). End-to-End Reinforcement Learning for Automatic Taxonomy Induction. 2462–2472. 22 indexed citations

18.

Gu, Xiaotao, Hong Yang, Jie Tang, & Jing Zhang. (2016). Web user profiling using data redundancy. 358–365. 3 indexed citations

19.

Gu, Xiaotao, et al.. (2016). Web user profiling using data redundancy. 358–365. 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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