Shuhan Yuan

2.1k citations

40 papers · 978 indexed · 2 hit papers · h-index 15

Artificial Intelligence top 2%
Computer Networks and Communications top 5%
Information Systems top 5%
Signal Processing top 5%
Safety Research top 5%

Co-authors: Xintao Wu Depeng XuLu ZhangYang Xiang Panpan ZhengXiao HanAidong Lu Jun Li
Topics: Anomaly Detection Techniques and Applications (13 papers)Network Security and Intrusion Detection (12 papers)Topic Modeling (6 papers)
Cited by: Artificial Intelligence Computer Networks and Communications Safety Research
Journals: Expert Systems with Applications Renewable Energy Computers & Security
Partner nations: United States China

In The Last Decade

Shuhan Yuan

37 papers receiving 935 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.

FairGAN: Fairness-aware Generative Adversarial Networks

2018 175 citations Depeng Xu, Shuhan Yuan et al. profile →
Deep learning for insider threat detection: Review, challenges and opportunities

2021 136 citations Shuhan Yuan, Xintao Wu Computers & Security profile →

Peers

Countries citing papers authored by Shuhan Yuan

Since Specialization

Citations

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

Fields of papers citing papers by Shuhan Yuan

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Shuhan Yuan

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

#	Work	Indexed citations
1	Few-shot anomaly detection and classification through reinforced data selection with a combinatorial reward 2025 ·Knowledge and Information Systems ·Xiao Han,Depeng Xu,Shuhan Yuan,Xintao Wu	0
2	The Relationship Between Three Sources of Social Support and Physical Activity Level in Middle-Aged and Older Adults 2024 ·The International Journal of Aging and Human Development ·Shuhan Yuan,Kit K. Elam,Jeanne D. Johnston,Hsien-Chang Lin,Angela Chow	0
3	On Root Cause Localization and Anomaly Mitigation through Causal Inference 2023 ·Xiao Han,Lu Zhang,Yongkai Wu,Shuhan Yuan	3
4	The Influence of Marriage and Cohabitation on Physical Activity Among Middle-Aged and Older People 2023 ·Journal of Applied Gerontology ·Shuhan Yuan,Kit K. Elam,Jeanne D. Johnston,Angela Chow	6
5	LogGPT: Log Anomaly Detection via GPT 2023 ·Xiao Han,Shuhan Yuan,Mohamed Trabelsi	16
6	Explainable Sequential Anomaly Detection via Prototypes 2023 ·He Cheng,Depeng Xu,Shuhan Yuan	2
7	Robust Hate Speech Detection via Mitigating Spurious Correlations 2022 ·(unknown),Shuhan Yuan,Lu Zhang	1
8	Generating Textual Adversaries with Minimal Perturbation 2022 ·(unknown),Lu Zhang,Depeng Xu,Shuhan Yuan	1
9	Few-shot Anomaly Detection and Classification Through Reinforced Data Selection 2022 ·Xiao Han,Depeng Xu,Shuhan Yuan,Xintao Wu	1
10	Deep learning for insider threat detection: Review, challenges and opportunitiesbreakdown → 2021 ·Computers & Security ·Shuhan Yuan,Xintao Wu	136
11	A novel self-learning feature selection approach based on feature attributions 2021 ·Expert Systems with Applications ·(unknown),Shuhan Yuan,(unknown),Yang Xiang	26
12	Hidden Buyer Identification in Darknet Markets via Dirichlet Hawkes Process 2021 ·2021 IEEE International Conference on Big Data (Big Data) ·Panpan Zheng,Shuhan Yuan,Xintao Wu,Yubao Wu	1
13	Unsupervised Cross-system Log Anomaly Detection via Domain Adaptation 2021 ·Xiao Han,Shuhan Yuan	28
14	A Novel Bidirectional LSTM and Attention Mechanism based Neural Network for Answer Selection in Community Question Answering 2020 ·Computers, materials & continua/Computers, materials & continua (Print) ·(unknown),Haowen Wang,(unknown),Shuhan Yuan,Meizi Li	7
15	An Empirical Study of Machine Learning Algorithms for Stock Daily Trading Strategy 2019 ·Mathematical Problems in Engineering ·(unknown),Shuhan Yuan,Meizi Li,Yang Xiang	40
16	FairGAN: Fairness-aware Generative Adversarial Networksbreakdown → 2018 ·Depeng Xu,Shuhan Yuan,Lu Zhang,Xintao Wu	175
17	Incorporating pre-training in long short-term memory networks for tweet classification 2018 ·Social Network Analysis and Mining ·Shuhan Yuan,Xintao Wu,Yang Xiang	14
18	Differential Privacy Preserving Causal Graph Discovery 2017 ·Journal of the Arkansas Academy of Science ·Depeng Xu,Shuhan Yuan,Xintao Wu	7
19	Incorporating Pre-Training in Long Short-Term Memory Networks for Tweets Classification 2016 ·Shuhan Yuan,Xintao Wu,Yang Xiang	5
20	Text Big Data Content Understanding and Development Trend Based on Feature Learning 2015 ·Big Data Research ·Shuhan Yuan,Yang Xiang,(unknown)	2

About Shuhan Yuan

Shuhan Yuan is a scholar working on Artificial Intelligence, Computer Networks and Communications and Safety Research, having authored 40 papers that have together received 978 indexed citations. Recurring topics across this work include Anomaly Detection Techniques and Applications (13 papers), Network Security and Intrusion Detection (12 papers) and Topic Modeling (6 papers). The work is most often cited by research in Artificial Intelligence (594 citations), Computer Networks and Communications (369 citations) and Safety Research (115 citations). Shuhan Yuan has collaborated with scholars based in United States and China. Frequent co-authors include Xintao Wu, Depeng Xu, Lu Zhang, Yang Xiang, Panpan Zheng, Xiao Han, Aidong Lu, Jun Li, Meizi Li and Xuemei Liu. Their work appears in journals such as Expert Systems with Applications, Renewable Energy and Computers & Security.

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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