By Dr Shuiqiao Yang

Book Chapters

Yang S; Yu K; Lammers T; Chen F, 2021, 'Artificial Intelligence in Pilot Training and Education – Towards a Machine Learning Aided Instructor Assistant for Flight Simulators', in , pp. 581 - 587, http://dx.doi.org/10.1007/978-3-030-78642-7_78

Yang S; Huang G; Zhou X; Xiang Y, 2020, 'Dynamic Clustering of Stream Short Documents Using Evolutionary Word Relation Network', in , pp. 418 - 428, http://dx.doi.org/10.1007/978-981-15-2810-1_40

Yang S; Huang G; Ofoghi B, 2020, 'Short Text Similarity Measurement Using Context from Bag of Word Pairs and Word Co-occurrence', in , pp. 221 - 231, http://dx.doi.org/10.1007/978-981-15-2810-1_22

Jiang H; Chang R; Ren L; Dong W; Jiang L; Yang S, 2017, 'An effective authentication for client application using ARM TrustZone', in , pp. 802 - 813, http://dx.doi.org/10.1007/978-3-319-72359-4_50

Journal articles

Cai T; Lei Q; Sheng QZ; Cui N; Yang S; Yang J; Zhang WE; Mahmood A, 2024, 'Reconnecting the Estranged Relationships: Optimizing the Influence Propagation in Evolving Networks', IEEE Transactions on Knowledge and Data Engineering, 36, pp. 2151 - 2165, http://dx.doi.org/10.1109/TKDE.2023.3316268

Cai B; Huang G; Yang S; Xiang Y; Chi CH, 2024, 'SE-shapelets: Semi-supervised Clustering of Time Series Using Representative Shapelets', Expert Systems with Applications, 240, http://dx.doi.org/10.1016/j.eswa.2023.122584

Cai B; Yang S; Gao L; Xiang Y, 2023, 'Hybrid variational autoencoder for time series forecasting', Knowledge-Based Systems, 281, http://dx.doi.org/10.1016/j.knosys.2023.111079

Liu J; Chen C; Qu Y; Yang S; Xu L, 2023, 'RASS: Enabling privacy-preserving and authentication in online AI-driven healthcare applications', ISA Transactions, 141, pp. 20 - 29, http://dx.doi.org/10.1016/j.isatra.2023.03.049

Xia J; Li M; Tang Y; Yang S, 2023, 'Course map learning with graph convolutional network based on AuCM', World Wide Web, 26, pp. 3483 - 3502, http://dx.doi.org/10.1007/s11280-023-01194-8

Cai T; Yang S; Li J; Sheng QZ; Yang J; Wang X; Zhang WE; Gao L, 2023, 'Incremental Graph Computation: Anchored Vertex Tracking in Dynamic Social Networks', IEEE Transactions on Knowledge and Data Engineering, 35, pp. 7030 - 7044, http://dx.doi.org/10.1109/TKDE.2022.3199494

Yang S; Verma S; Cai B; Jiang J; Yu K; Chen F; Yu S, 2023, 'Variational co-embedding learning for attributed network clustering', Knowledge-Based Systems, 270, http://dx.doi.org/10.1016/j.knosys.2023.110530

Song X; Li J; Cai T; Yang S; Yang T; Liu C, 2022, 'A survey on deep learning based knowledge tracing', Knowledge-Based Systems, 258, http://dx.doi.org/10.1016/j.knosys.2022.110036

Yang S; Cai B; Cai T; Song X; Jiang J; Li B; Li J, 2022, 'Robust cross-network node classification via constrained graph mutual information', Knowledge-Based Systems, 257, http://dx.doi.org/10.1016/j.knosys.2022.109852

Yin H; Song X; Yang S; Li J, 2022, 'Sentiment analysis and topic modeling for COVID-19 vaccine discussions', World Wide Web, 25, pp. 1067 - 1083, http://dx.doi.org/10.1007/s11280-022-01029-y

Yang S; Huang G; Ofoghi B; Yearwood J, 2022, 'Short text similarity measurement using context-aware weighted biterms', Concurrency and Computation: Practice and Experience, 34, http://dx.doi.org/10.1002/cpe.5765

Jiang J, 2022, 'Network Growth From Global and Local Influential Nodes', IEEE Transactions on Network Science and Engineering, http://dx.doi.org/10.1109/TNSE.2022.3165528

Zhou Z; Li F; Yang S, 2021, 'A Novel Resource Optimization Algorithm Based on Clustering and Improved Differential Evolution Strategy under a Cloud Environment', ACM Transactions on Asian and Low-Resource Language Information Processing, 20, http://dx.doi.org/10.1145/3462761

Zhou J; Zogan H; Yang S; Jameel S; Xu G; Chen F, 2021, 'Detecting Community Depression Dynamics Due to COVID-19 Pandemic in Australia', IEEE Transactions on Computational Social Systems, 8, pp. 958 - 967, http://dx.doi.org/10.1109/TCSS.2020.3047604

Yin H; Yang S; Song X; Liu W; Li J, 2021, 'Deep fusion of multimodal features for social media retweet time prediction', World Wide Web, 24, pp. 1027 - 1044, http://dx.doi.org/10.1007/s11280-020-00850-7

Zhou J; Yang S; Xiao C; Chen F, 2021, 'Examination of Community Sentiment Dynamics due to COVID-19 Pandemic: A Case Study from a State in Australia', SN Computer Science, 2, http://dx.doi.org/10.1007/s42979-021-00596-7

Yang S; Huang G; Zhou X; Mak V; Yearwood J, 2021, 'EWNStream +: Effective and Real-time Clustering of Short Text Streams Using Evolutionary Word Relation Network', International Journal of Information Technology and Decision Making, 20, pp. 341 - 370, http://dx.doi.org/10.1142/S0219622021500024

Yang S; Jiang J; Pal A; Yu K; Chen F; Yu S, 2020, 'Analysis and Insights for Myths Circulating on Twitter during the COVID-19 Pandemic', IEEE Open Journal of the Computer Society, 1, pp. 209 - 219, http://dx.doi.org/10.1109/OJCS.2020.3028573

Yang S; Huang G; Cai B, 2019, 'Discovering Topic Representative Terms for Short Text Clustering', IEEE Access, 7, pp. 92037 - 92047, http://dx.doi.org/10.1109/ACCESS.2019.2927345

Chang R; Jiang L; Chen W; He H; Yang S; Jiang H; Liu W; Liu Y, 2018, 'Towards a multilayered permission-based access control for extending Android security', Concurrency and Computation: Practice and Experience, 30, http://dx.doi.org/10.1002/cpe.4180

Chen X; Chen W; Lu Z; Long P; Yang S; Wang Z, 2017, 'A Duplication-Aware SSD-Based Cache Architecture for Primary Storage in Virtualization Environment', IEEE SYSTEMS JOURNAL, 11, pp. 2578 - 2589, http://dx.doi.org/10.1109/JSYST.2015.2494377

Conference Papers

Doan BG; Yang S; Montague P; De Vel O; Abraham T; Camtepe S; Kanhere SS; Abbasnejad E; Ranasinghe DC, 2023, 'Feature-Space Bayesian Adversarial Learning Improved Malware Detector Robustness', in Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023, pp. 14783 - 14791

Yang S; Doan BG; Montague P; De Vel O; Abraham T; Camtepe S; Ranasinghe DC; Kanhere SS, 2022, 'Transferable Graph Backdoor Attack', in ACM International Conference Proceeding Series, pp. 321 - 332, http://dx.doi.org/10.1145/3545948.3545976

Li Y; Verma S; Yang S; Zhou J; Chen F, 2022, 'Are Graph Neural Network Explainers Robust to Graph Noises?', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 161 - 174, http://dx.doi.org/10.1007/978-3-031-22695-3_12

Ruan Z; Yang S; Pan L; Ma X; Luo W; Grobler M, 2021, 'Microwave Link Failures Prediction via LSTM-based Feature Fusion Network', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN52387.2021.9533814

Yin H; Song X; Yang S; Huang G; Li J, 2021, 'Representation Learning for Short Text Clustering', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 321 - 335, http://dx.doi.org/10.1007/978-3-030-91560-5_23

Cai B; Huang G; Yang S; Xiang Y; Chi CH, 2020, 'Clustering Hashtags Using Temporal Patterns', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 183 - 195, http://dx.doi.org/10.1007/978-3-030-62005-9_14

Yin H; Yang S; Li J, 2020, 'Detecting Topic and Sentiment Dynamics Due to COVID-19 Pandemic Using Social Media', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 610 - 623, http://dx.doi.org/10.1007/978-3-030-65390-3_46

Yang S; Huang G; Xiang Y; Zhou X; Chi CH, 2017, 'Modeling User Preferences on Spatiotemporal Topics for Point-of-Interest Recommendation', in Proceedings - 2017 IEEE 14th International Conference on Services Computing, SCC 2017, pp. 204 - 211, http://dx.doi.org/10.1109/SCC.2017.33

Chang R; Jiang L; Chen W; He H; Yang S, 2017, 'Enhancement of permission management for an ARM-android platform', in Proceedings - 2016 16th IEEE International Conference on Computer and Information Technology, CIT 2016, 2016 6th International Symposium on Cloud and Service Computing, IEEE SC2 2016 and 2016 International Symposium on Security and Privacy in Social Networks and Big Data, SocialSec 2016, pp. 415 - 422, http://dx.doi.org/10.1109/CIT.2016.14

Chen X; Chen W; Yang S; Lu Z; Wang Z, 2014, 'DASH: A Duplication-aware Flash Cache Architecture in Virtualization Environment', in 2014 20TH IEEE INTERNATIONAL CONFERENCE ON PARALLEL AND DISTRIBUTED SYSTEMS (ICPADS), IEEE, TAIWAN, Hsinchu, pp. 842 - 847, presented at 20th IEEE International Conference on Parallel and Distributed Systems (ICPADS), TAIWAN, Hsinchu, 16 December 2014 - 19 December 2014, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000393387400110&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Preprints

Doan BG; Yang S; Montague P; De Vel O; Abraham T; Camtepe S; Kanhere SS; Abbasnejad E; Ranasinghe DC, 2023, Feature-Space Bayesian Adversarial Learning Improved Malware Detector Robustness, , http://dx.doi.org/10.48550/arxiv.2301.12680

Yang S; Doan BG; Montague P; De Vel O; Abraham T; Camtepe S; Ranasinghe DC; Kanhere SS, 2022, Transferable Graph Backdoor Attack, , http://dx.doi.org/10.48550/arxiv.2207.00425

Cai T; Lei Q; Sheng QZ; Yang S; Yang J; Zhang WE, 2022, Reconnecting the Estranged Relationships: Optimizing the Influence Propagation in Evolving Networks, , http://dx.doi.org/10.48550/arxiv.2205.05236

Cai T; Yang S; Li J; Sheng QZ; Yang J; Wang X; Zhang WE; Gao L, 2021, Incremental Graph Computation: Anchored Vertex Tracking in Dynamic Social Networks, , http://dx.doi.org/10.48550/arxiv.2105.04742

Zhou J; Zogan H; Yang S; Jameel S; Xu G; Chen F, 2020, Detecting Community Depression Dynamics Due to COVID-19 Pandemic in Australia, , http://dx.doi.org/10.48550/arxiv.2007.02325

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