Machine learning and deep learning approaches for fake news detection and related topics in multilingual contexts: a systematic literature review.

Yuqing Lin 0001 https://orcid.org/0000-0002-6693-0433 University of Newcastle, Newcastle, Australia Yuqing Lin Yuqing Lin 0002 https://orcid.org/0009-0002-9040-8941 Nanyang Technological University, Singapore Yuqing Lin 0003 https://orcid.org/0000-0001-6719-0628 BAICIRS, BIT, China Yuqing Lin 0004 https://orcid.org/0009-0004-6773-2625 Chinese Academy of Sciences, Aerospace Information Research Institute, Beijing, China

Jawaher Alghamdi Yuqing Lin 0001 Suhuai Luo Machine learning and deep learning approaches for fake news detection and related topics in multilingual contexts: a systematic literature review. 2026 April 353 85 Multim. Tools Appl. 4 https://doi.org/10.1007/s11042-026-21238-1 db/journals/mta/mta85.html#AlghamdiLL26 streams/journals/mta

Jawaher Alghamdi Yuqing Lin 0001 Suhuai Luo Enhancing hierarchical attention networks with CNN and stylistic features for fake news detection. 125024 2024 257 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2024.125024 db/journals/eswa/eswa257.html#AlghamdiLL24 streams/journals/eswa

Jawaher Alghamdi Yuqing Lin 0001 Suhuai Luo Cross-Domain Fake News Detection Using a Prompt-Based Approach. 286 2024 August 16 Future Internet 8 https://doi.org/10.3390/fi16080286 db/journals/fi/fi16.html#AlghamdiLL24 streams/journals/fi

Jawaher Alghamdi Yuqing Lin 0001 Suhuai Luo The Power of Context: A Novel Hybrid Context-Aware Fake News Detection Approach. 122 2024 March 15 Inf. 3 https://doi.org/10.3390/info15030122 db/journals/information/information15.html#AlghamdiLL24

Xuanlong Ma Andrei Kelarev Yuqing Lin 0001 Kaishun Wang A survey on enhanced power graphs of finite groups. 89 2022 10 Electron. J. Graph Theory Appl. 1 https://doi.org/10.5614/ejgta.2022.10.1.6 db/journals/ejgta/ejgta10.html#MaKLW22

Xuechao Yang Xun Yi Andrei Kelarev Leanne Rylands Yuqing Lin 0001 Joe Ryan 0001 Protecting Private Information for Two Classes of Aggregated Database Queries. 66 2022 9 Informatics 3 https://doi.org/10.3390/informatics9030066 db/journals/informatics/informatics9.html#YangYKRLR22

Jawaher Alghamdi Yuqing Lin 0001 Suhuai Luo A Comparative Study of Machine Learning and Deep Learning Techniques for Fake News Detection. 576 2022 13 Inf. 12 https://doi.org/10.3390/info13120576 db/journals/information/information13.html#AlghamdiLL22

Jawaher Alghamdi Yuqing Lin 0001 Suhuai Luo Towards Fake News Detection on Social Media. 148-153 2022 ICMLA https://doi.org/10.1109/ICMLA55696.2022.00028 conf/icmla/2022 db/conf/icmla/icmla2022.html#AlghamdiLL22 Jawaher Alghamdi Yuqing Lin 0001 Suhuai Luo Modeling Fake News Detection Using BERT-CNN-BiLSTM Architecture. 354-357 2022 MIPR https://doi.org/10.1109/MIPR54900.2022.00069 conf/mipr/2022 db/conf/mipr/mipr2022.html#AlghamdiLL22

Hayden Cheers Yuqing Lin 0001 Shamus P. Smith Academic Source Code Plagiarism Detection by Measuring Program Behavioral Similarity. 50391-50412 2021 9 IEEE Access https://doi.org/10.1109/ACCESS.2021.3069367 https://www.wikidata.org/entity/Q110512587 db/journals/access/access9.html#CheersLS21

Leanne Rylands Jennifer Seberry Xun Yi Andrei Kelarev Joe Ryan 0001 Yuqing Lin 0001 Collusion-resistant protocols for private processing of aggregated queries in distributed databases. 97-127 2021 39 Distributed Parallel Databases 1 https://doi.org/10.1007/s10619-020-07293-z db/journals/dpd/dpd39.html#RylandsSYKRL21

Hayden Cheers Yuqing Lin 0001 Shamus P. Smith Evaluating the robustness of source code plagiarism detection tools to pervasive plagiarism-hiding modifications. 83 2021 26 Empir. Softw. Eng. 4 https://doi.org/10.1007/s10664-021-09990-4 https://www.wikidata.org/entity/Q110512349 db/journals/ese/ese26.html#CheersLS21

Hayden Cheers Yuqing Lin 0001 Shamus P. Smith Academic Source Code Plagiarism Detection by Measuring Program Behavioural Similarity. 2021 abs/2102.03995 CoRR https://arxiv.org/abs/2102.03995 db/journals/corr/corr2102.html#abs-2102-03995

Hayden Cheers Yuqing Lin 0001 Shamus P. Smith Evaluating the robustness of source code plagiarism detection tools to pervasive plagiarism-hiding modifications. 2021 abs/2102.03997 CoRR https://arxiv.org/abs/2102.03997 db/journals/corr/corr2102.html#abs-2102-03997

Zongwen Fan Raymond Chiong Zhongyi Hu 0002 Yuqing Lin 0001 A multi-layer fuzzy model based on fuzzy-rule clustering for prediction tasks. 114-124 2020 410 Neurocomputing https://doi.org/10.1016/j.neucom.2020.04.031 db/journals/ijon/ijon410.html#FanCHL20

Hayden Cheers Yuqing Lin 0001 Shamus P. Smith Detecting Pervasive Source Code Plagiarism through Dynamic Program Behaviours. 21-30 2020 ACE https://doi.org/10.1145/3373165.3373168 conf/ace/2020 db/conf/ace/ace2020.html#CheersLS20 Hayden Cheers Yuqing Lin 0001 A Novel Graph-Based Program Representation for Java Code Plagiarism Detection. 115-122 2020 ICSIM https://doi.org/10.1145/3378936.3378960 https://www.wikidata.org/entity/Q130892918 conf/icsim/2020 db/conf/icsim/icsim2020.html#CheersL20

Zhongyi Hu 0002 Raymond Chiong Ilung Pranata Yukun Bao Yuqing Lin 0001 Malicious web domain identification using online credibility and performance data by considering the class imbalance issue. 676-696 2019 119 Ind. Manag. Data Syst. 3 https://doi.org/10.1108/IMDS-02-2018-0072 https://www.wikidata.org/entity/Q128892248 db/journals/imds/imds119.html#HuCPBL19

Zongwen Fan Raymond Chiong Zhongyi Hu 0002 Sandeep Dhakal Yuqing Lin 0001 A two-layer Wang-Mendel fuzzy approach for predicting the residuary resistance of sailing yachts. 6219-6229 2019 36 J. Intell. Fuzzy Syst. 6 https://doi.org/10.3233/JIFS-182518 https://www.wikidata.org/entity/Q127888355 db/journals/jifs/jifs36.html#FanCHDL19

Qinglin Yu Yuqing Lin 0001 Preface. 1902001:1-1902001:2 2019 19 J. Interconnect. Networks 1 https://doi.org/10.1142/S0219265919020018 db/journals/join/join19.html#YuL19

Muhammad Javed Yuqing Lin 0001 Automated Assessment of ER Model Using the Domain Knowledge. 143-162 2019 ICIS (best papers) https://doi.org/10.1007/978-3-030-25213-7_10 conf/ACISicis/2019b db/conf/ACISicis/ACISicis2019b.html#JavedL19 Hayden Cheers Muhummad Javed Yuqing Lin 0001 Shamus P. Smith Exploring a Comprehensive Approach for the Automated Assessment of UML. 133-139 2019 IIAI-AAI https://doi.org/10.1109/IIAI-AAI.2019.00036 conf/iiaiaai/2019 db/conf/iiaiaai/iiaiaai2019.html#CheersJLS19

Mujiangshan Wang Yuqing Lin 0001 Shiying Wang Meiyu Wang Sufficient conditions for graphs to be maximally 4-restricted edge connected. 123-136 2018 70 Australas. J Comb. http://ajc.maths.uq.edu.au/pdf/70/ajc_v70_p123.pdf db/journals/ajc/ajc70.html#WangLWW18

Mujiangshan Wang Yuqing Lin 0001 Shiying Wang The 1-good-neighbor connectivity and diagnosability of Cayley graphs generated by complete graphs. 108-118 2018 246 Discret. Appl. Math. https://doi.org/10.1016/j.dam.2017.02.023 db/journals/dam/dam246.html#WangLW18

Zhongyi Hu 0002 Raymond Chiong Ilung Pranata Yukun Bao Yuqing Lin 0001 Malicious Web Domain Identification using Online Credibility and Performance Data by Considering the Class Imbalance Issue. 2018 abs/1810.08359 CoRR http://arxiv.org/abs/1810.08359 db/journals/corr/corr1810.html#abs-1810-08359

Hongliang Lu Yuqing Lin 0001 On the number of disjoint perfect matchings of regular graphs with given edge connectivity. 305-310 2017 340 Discret. Math. 3 https://doi.org/10.1016/j.disc.2016.09.002 db/journals/dm/dm340.html#LuL17

Mujiangshan Wang Yuqing Lin 0001 Shiying Wang The connectivity and nature diagnosability of expanded k-ary n-cubes. 71-89 2017 51 RAIRO Theor. Informatics Appl. 2 https://doi.org/10.1051/ita/2017008 db/journals/ita/ita51.html#WangLW17

Yuqing Lin 0001 Fuji Zhang A linear algorithm for a perfect matching in polyomino graphs. 82-88 2017 675 Theor. Comput. Sci. https://doi.org/10.1016/j.tcs.2017.02.028 db/journals/tcs/tcs675.html#LinZ17

Trent Houliston Jake Fountain Yuqing Lin 0001 Alexandre Mendes Mitchell Metcalfe Josiah Walker Stephan K. Chalup NUClear: A Loosely Coupled Software Architecture for Humanoid Robot Systems. 2016 3 Frontiers Robotics AI https://doi.org/10.3389/frobt.2016.00020 https://www.wikidata.org/entity/Q58643678 db/journals/firai/firai3.html#HoulistonFLMMWC16 20

Mujiangshan Wang Yuqing Lin 0001 Shiying Wang The 2-good-neighbor diagnosability of Cayley graphs generated by transposition trees under the PMC model and MM⁎ model. 92-100 2016 628 Theor. Comput. Sci. https://doi.org/10.1016/j.tcs.2016.03.019 db/journals/tcs/tcs628.html#WangLW16

Ross J. Bille Yuqing Lin 0001 Stephan K. Chalup RTCSS: a framework for developing real-time peer-to-peer web applications. 56 2016 ACSW https://doi.org/10.1145/2843043.2843377 conf/acsc/2016 db/conf/acsc/acsw2016.html#BilleLC16

Hongliang Lu Yuqing Lin 0001 Maximum spectral radius of graphs with given connectivity, minimum degree and independence number. 113-119 2015 31 J. Discrete Algorithms https://doi.org/10.1016/j.jda.2014.08.006 db/journals/jda/jda31.html#LuL15

Lei Tan Yuqing Lin 0001 An Aspect-Oriented Feature Modelling Framework for Software Product Line Engineering. 111-115 2015 ASWEC (2) https://doi.org/10.1145/2811681.2811703 conf/aswec/2015-2 db/conf/aswec/aswec2015-2.html#TanL15 Lei Tan Yuqing Lin 0001 Using Aspect-Oriented Approach for Software Product Line Development. 387-392 2015 ICSOFT-EA https://doi.org/10.5220/0005554203870392 conf/icsoft/2015ea db/conf/icsoft/icsoft2015ea.html#TanL15

Guoheng Zhang Huilin Ye Yuqing Lin 0001 Quality attribute modeling and quality aware product configuration in software product lines. 365-401 2014 22 Softw. Qual. J. 3 https://doi.org/10.1007/s11219-013-9197-z https://www.wikidata.org/entity/Q123092413 db/journals/sqj/sqj22.html#ZhangYL14

Lei Tan Yuqing Lin 0001 Li Liu Quality Ranking of Features in Software Product Line Engineering. 57-62 2014 APSEC (2) https://doi.org/10.1109/APSEC.2014.94 conf/apsec/2014-2 db/conf/apsec/apsec2014-2.html#TanLL14 Li Liu 0026 Miao Zhang 0022 Yuqing Lin 0001 Liangjuan Qin A Survey on Workflow Management and Scheduling in Cloud Computing. 837-846 2014 CCGRID https://doi.org/10.1109/CCGrid.2014.83 https://doi.ieeecomputersociety.org/10.1109/CCGrid.2014.83 conf/ccgrid/2014 db/conf/ccgrid/ccgrid2014.html#LiuZLQ14 Lei Tan Ross Bille Yuqing Lin 0001 Stephan K. Chalup Chris Tucker Software Development in the City Evolutions Project. 18:1-18:7 2014 IE https://doi.org/10.1145/2677758.2677773 conf/ie/2014 db/conf/ie/ie2014.html#TanBLCT14

Hongliang Lu Yunjian Wu Yuqing Lin 0001 Qinglin Yu Camino Balbuena Xavier Marcote On Superconnectivity of (4, g)-Cages. 105-119 2013 29 Graphs Comb. 1 https://doi.org/10.1007/s00373-011-1091-5 db/journals/gc/gc29.html#LuWLYBM13

Hongliang Lu Yuqing Lin 0001 Maximum Spectral Radius of Graphs with Connectivity at Most k and Minimum Degree at Least δ. 297-302 2013 IWOCA https://doi.org/10.1007/978-3-642-45278-9_25 conf/iwoca/2013 db/conf/iwoca/iwoca2013.html#LuL13 Guoheng Zhang Huilin Ye Yuqing Lin 0001 Using knowledge-based systems to manage quality attributes in software product lines. 32 2011 SPLC Workshops https://doi.org/10.1145/2019136.2019172 conf/splc/2011w db/conf/splc/splc2011w.html#ZhangYL11

Jianmin Tang Yuqing Lin 0001 Mirka Miller New Results on EX Graphs. 119-126 2010 3 Math. Comput. Sci. 1 https://doi.org/10.1007/s11786-009-0009-6 db/journals/mics/mics3.html#TangLM10

Yuqing Lin 0001 Hongliang Lu Yunjian Wu Qinglin Yu On superconnectivity of (4, g)-cages with even girth. 143-148 2010 56 Networks 2 https://doi.org/10.1002/net.20355 db/journals/networks/networks56.html#LinLWY10

Guoheng Zhang Huilin Ye Yuqing Lin 0001 Quality Attributes Assessment for Feature-Based Product Configuration in Software Product Line. 137-146 2010 APSEC https://doi.org/10.1109/APSEC.2010.25 https://doi.ieeecomputersociety.org/10.1109/APSEC.2010.25 conf/apsec/2010 db/conf/apsec/apsec2010.html#ZhangYL10 Yuqing Lin 0001 Huilin Ye Jianmin Tang An Approach to Efficient Product Configuration in Software Product Lines. 435-439 2010 SPLC https://doi.org/10.1007/978-3-642-15579-6_32 conf/splc/2010 db/conf/splc/splc2010.html#LinYT10

Camino Balbuena Jianmin Tang Kim Marshall Yuqing Lin 0001 Superconnectivity of regular graphs with small diameter. 1349-1353 2009 157 Discret. Appl. Math. 7 https://doi.org/10.1016/j.dam.2008.11.002 db/journals/dam/dam157.html#BalbuenaTML09

Yuqing Lin 0001 Camino Balbuena Mirka Miller On the number of components of (k, g)-cages after vertex deletion. 1760-1765 2009 157 Discret. Appl. Math. 8 https://doi.org/10.1016/j.dam.2008.12.005 db/journals/dam/dam157.html#LinBM09

Jianmin Tang Yuqing Lin 0001 Camino Balbuena Mirka Miller Calculating the extremal number ex(v;{C3, C4, ..., Cn}). 2198-2206 2009 157 Discret. Appl. Math. 9 https://doi.org/10.1016/j.dam.2007.10.029 db/journals/dam/dam157.html#TangLBM09

Gohar Ali Martin Baca Yuqing Lin 0001 Andrea Semanicová-Fenovcíková Super-vertex-antimagic total labelings of disconnected graphs. 6048-6054 2009 309 Discret. Math. 20 https://doi.org/10.1016/j.disc.2009.05.005 db/journals/dm/dm309.html#AliBLS09

Charles Delorme Evelyne Flandrin Yuqing Lin 0001 Mirka Miller Joe Ryan 0001 On Extremal Graphs with Bounded Girth. 653-657 2009 34 Electron. Notes Discret. Math. https://doi.org/10.1016/j.endm.2009.07.110 db/journals/endm/endm34.html#DelormeFLMR09

Camino Balbuena Yuqing Lin 0001 Mirka Miller Diameter-sufficient conditions for a graph to be super-restricted connected. 2827-2834 2008 156 Discret. Appl. Math. 15 https://doi.org/10.1016/j.dam.2007.11.015 db/journals/dam/dam156.html#BalbuenaLM08

Yuqing Lin 0001 Camino Balbuena Xavier Marcote Mirka Miller On the connectivity of (k, g)-cages of even girth. 3249-3256 2008 308 Discret. Math. 15 https://doi.org/10.1016/j.disc.2007.06.030 db/journals/dm/dm308.html#LinBMM08

Jianmin Tang Mirka Miller Yuqing Lin 0001 HSAGA and its application for the construction of near-Moore digraphs. 73-84 2008 6 J. Discrete Algorithms 1 https://doi.org/10.1016/j.jda.2007.05.003 db/journals/jda/jda6.html#TangML08

Jianmin Tang Yuqing Lin 0001 Mirka Miller Construction of Extremal Graphs. 42-49 2008 IWOCA conf/iwoca/2008 db/conf/iwoca/iwoca2008.html#TangLM08

Martin Baca Yuqing Lin 0001 Mirka Miller Maged Z. Youssef Edge-antimagic graphs. 1232-1244 2007 307 Discret. Math. 11-12 https://doi.org/10.1016/j.disc.2005.10.038 db/journals/dm/dm307.html#BacaLMY07

Camino Balbuena T. Jiang Yuqing Lin 0001 Xavier Marcote Mirka Miller A lower bound on the order of regular graphs with given girth pair. 153-163 2007 55 J. Graph Theory 2 https://doi.org/10.1002/jgt.20230 db/journals/jgt/jgt55.html#BalbuenaJLMM07

Jianmin Tang Camino Balbuena Yuqing Lin 0001 Mirka Miller An open problem: (4; g)-cages with odd g /gt;= 5 are tightly connected. 141-144 2007 CATS http://crpit.scem.westernsydney.edu.au/abstracts/CRPITV65Tang.html conf/cats/2007 db/conf/cats/cats2007.html#TangBLM07

Martin Baca Yuqing Lin 0001 Mirka Miller Joseph F. Ryan 0001 Antimagic labelings of Msbius grids. 2006 78 Ars Comb. db/journals/arscom/arscom78.html#BacaLMR06

Yuqing Lin 0001 Kiki A. Sugeng Face antimagic labelings of plane graphs Pba. 2006 80 Ars Comb. db/journals/arscom/arscom80.html#LinS06

Camino Balbuena Ewan Barker Kinkar Chandra Das Yuqing Lin 0001 Mirka Miller Joseph F. Ryan 0001 Slamin Kiki A. Sugeng Michal Tkác On the degrees of a strongly vertex-magic graph. 539-551 2006 306 Discret. Math. 6 https://doi.org/10.1016/j.disc.2006.01.019 db/journals/dm/dm306.html#BalbuenaBDLMRSST06

Camino Balbuena Ewan Barker Yuqing Lin 0001 Mirka Miller Kiki A. Sugeng Consecutive magic graphs. 1817-1829 2006 306 Discret. Math. 16 https://doi.org/10.1016/j.disc.2006.03.064 db/journals/dm/dm306.html#BalbuenaBLMS06

Jianmin Tang Yuqing Lin 0001 Mirka Miller Calculating the extremal number ex(v;{C3, C4, ..., Cn}). 101-102 2006 27 Electron. Notes Discret. Math. https://doi.org/10.1016/j.endm.2006.08.075 db/journals/endm/endm27.html#TangLM06

Yuqing Lin 0001 Mirka Miller Camino Balbuena Xavier Marcote All (k;g)-cages are edge-superconnected. 102-110 2006 47 Networks 2 https://doi.org/10.1002/net.20092 db/journals/networks/networks47.html#LinMBM06

Yuqing Lin 0001 Mirka Miller Camino Balbuena Improved lower bound for the vertex connectivity of (delta;;g)-cages. 162-171 2005 299 Discret. Math. 1-3 https://doi.org/10.1016/j.disc.2004.07.024 db/journals/dm/dm299.html#LinMB05

Yuqing Lin 0001 Mirka Miller Chris Rodger All (k;g)-cages are k-edge-connected. 219-227 2005 48 J. Graph Theory 3 https://doi.org/10.1002/jgt.20052 db/journals/jgt/jgt48.html#LinMR05

Yuqing Lin 0001 Slamin Martin Baca Mirka Miller On d-antimagic labelings of prisms. 2004 72 Ars Comb. db/journals/arscom/arscom72.html#LinSBM04

Jawaher Alghamdi Gohar Ali Martin Baca Camino Balbuena Yukun Bao Ewan Barker Ross BilleRoss J. Bille Stephan K. Chalup Hayden Cheers Raymond Chiong Kinkar Chandra Das Charles Delorme Sandeep Dhakal Zongwen Fan Evelyne Flandrin Jake Fountain Trent Houliston Zhongyi Hu 0002 Muhammad Javed Muhummad Javed T. Jiang Andrei V. KelarevAndrei Kelarev Li Liu Li Liu 0026 Hongliang Lu Suhuai Luo Xuanlong Ma Xavier Marcote Kim Marshall Alexandre Mendes Mitchell Metcalfe Mirka Miller Ilung Pranata Liangjuan Qin Chris Rodger Joseph F. Ryan 0001Joe Ryan 0001 Leanne Rylands Jennifer Seberry Andrea Semanicová-Fenovcíková Slamin Shamus P. Smith Kiki A. Sugeng Lei Tan Jianmin Tang Michal Tkác Chris Tucker Josiah Walker Kaishun Wang Meiyu Wang Mujiangshan Wang Shiying Wang Yunjian Wu Xuechao Yang Huilin Ye Xun Yi Maged Z. Youssef Qinglin Yu Fuji Zhang Guoheng Zhang Miao Zhang 0022