Personal information

Activities

Employment (6)

University Of Technology Sydney: Sydney, AU

Employment
Source: check_circle
University of Technology Sydney

University of Technology Sydney: Sydney, AU

2022-10-10 to present | Postdoctral Research Fellow (School of Electrical and Data Engineering)
Employment
Source: Self-asserted source
Simon Luo

University of New South Wales: Sydney, AU

2021-02-15 to 2022-08-12 | Postdoctoral Research Fellow (School of Computer Science and Engineering)
Employment
Source: Self-asserted source
Simon Luo

The University of Sydney: Sydney, NSW, AU

2020-06-15 to 2021-02-12 | Postdoctoral Research Fellow (School of Mathematics and Statistics)
Employment
Source: Self-asserted source
Simon Luo

The University of Sydney: Sydney, NSW, AU

2016-06-06 to 2020-06-15 | PhD Candidate (School of Computer Science)
Employment
Source: Self-asserted source
Simon Luo

Data61, CSIRO: Sydney, NSW, AU

2016-06-06 to 2020-06-15 | Data61 Scholarship Student (Data Driven Cities)
Employment
Source: Self-asserted source
Simon Luo

Works (19)

Semi-supervised bridge indirect structural health monitoring using Isolation Distributional Kernels

Mechanical Systems and Signal Processing
2025-03 | Journal article
Contributors: G. Tyler; S. Luo; A. Calderon Hurtado; M. Makki Alamdari
Source: check_circle
Crossref

Make out like a (Multi-Armed) Bandit: Improving the Odds of Fuzzer Seed Scheduling with T-Scheduler

2024-07 | Conference paper
Contributors: Simon Luo; Adrian Herrera; Paul Quirk; Michael Chase; Damith C. Ranasinghe; Salil S Kanhere
Source: check_circle
Crossref

On the use of matrix profiles and optimal transport theory for multivariate time series anomaly detection within structural health monitoring

Mechanical Systems and Signal Processing
2023-12 | Journal article
Part of ISSN: 0888-3270
Contributors: Prasad Cheema; Mehrisadat Makki Alamdari; Gareth Vio; L. Azizi; S. Luo
Source: Self-asserted source
Simon Luo

Efficient EM-variational inference for nonparametric Hawkes process

Statistics and Computing
2021 | Journal article
EID:

2-s2.0-85107180945

Part of ISSN: 15731375 09603174
Contributors: Zhou, F.; Luo, S.; Li, Z.; Fan, X.; Wang, Y.; Sowmya, A.; Chen, F.
Source: Self-asserted source
Simon Luo via Scopus - Elsevier

Hierarchical probabilistic model for blind source separation via Legendre transformation

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence
2021 | Conference paper
URI:

https://proceedings.mlr.press/v161/luo21a.html

Contributors: Luo, Simon; Azizi, Lamiae; Sugiyama, Mahito; de Campos, Cassio; Maathuis, Marloes H.
Source: Self-asserted source
Simon Luo

Multi-task learning by hierarchical Dirichlet mixture model for sparse failure prediction

International Journal of Data Science and Analytics
2021 | Journal article
EID:

2-s2.0-85087961132

Part of ISSN: 23644168 2364415X
Contributors: Luo, S.; Chu, V.W.; Li, Z.; Wang, Y.; Zhou, J.; Chen, F.; Wong, R.K.
Source: Self-asserted source
Simon Luo via Scopus - Elsevier

Additive Poisson Process: Learning Intensity of Higher-Order Interaction in Stochastic Processes

arXiv
2020 | Other
EID:

2-s2.0-85095198781

Part of ISSN: 23318422
Contributors: Luo, S.; Azizi, L.; Zhou, F.; Sugiyama, M.
Source: Self-asserted source
Simon Luo via Scopus - Elsevier

Effects of personality traits on user trust in human–machine collaborations

Journal on Multimodal User Interfaces
2020 | Journal article
EID:

2-s2.0-85085884203

Part of ISSN: 17838738 17837677
Contributors: Zhou, J.; Luo, S.; Chen, F.
Source: Self-asserted source
Simon Luo via Scopus - Elsevier

Semi-supervised Learning Approach to Generate Neuroimaging Modalities with Adversarial Training

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020 | Book
EID:

2-s2.0-85085732751

Part of ISSN: 16113349 03029743
Contributors: Nguyen, H.; Luo, S.; Ramos, F.
Source: Self-asserted source
Simon Luo via Scopus - Elsevier

Bias-variance trade-off in hierarchical probabilistic models using higher-order feature interactions

33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019
2019 | Conference paper
EID:

2-s2.0-85086934203

Contributors: Luo, S.; Sugiyama, M.
Source: Self-asserted source
Simon Luo via Scopus - Elsevier

Bias-Variance Trade-Off in Hierarchical Probabilistic Models Using Higher-Order Feature Interactions

arXiv
2019 | Other
EID:

2-s2.0-85093254931

Part of ISSN: 23318422
Contributors: Luo, S.; Sugiyama, M.
Source: Self-asserted source
Simon Luo via Scopus - Elsevier

Exploring Latent Structure Similarity for Bayesian Nonparameteric Model with Mixture of NHPP Sequence

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | Book
EID:

2-s2.0-85076888717

Part of ISSN: 16113349 03029743
Contributors: Chang, Y.; Li, Z.; Luo, L.; Luo, S.; Sowmya, A.; Wang, Y.; Chen, F.
Source: Self-asserted source
Simon Luo via Scopus - Elsevier

Multitask learning for sparse failure prediction

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | Book
EID:

2-s2.0-85064944587

Part of ISSN: 16113349 03029743
Contributors: Luo, S.; Chu, V.W.; Li, Z.; Wang, Y.; Zhou, J.; Chen, F.; Wong, R.K.
Source: Self-asserted source
Simon Luo via Scopus - Elsevier
grade
Preferred source (of 2)‎

Semi-supervised learning approach to generate neuroimaging modalities with adversarial training

arXiv
2019 | Other
EID:

2-s2.0-85094396608

Part of ISSN: 23318422
Contributors: Nguyen, H.; Luo, S.; Ramos, F.
Source: Self-asserted source
Simon Luo via Scopus - Elsevier

A Multivariate Clustering Approach for Infrastructure Failure Predictions

Proceedings - 2017 IEEE 6th International Congress on Big Data, BigData Congress 2017
2017 | Conference paper
EID:

2-s2.0-85032352392

Contributors: Luo, S.; Chu, V.W.; Zhou, J.; Chen, F.; Wong, R.K.; Huang, W.
Source: Self-asserted source
Simon Luo via Scopus - Elsevier

BVP signal feature analysis for intelligent user interface

Conference on Human Factors in Computing Systems - Proceedings
2017 | Conference paper
EID:

2-s2.0-85019596342

Contributors: Luo, S.; Duh, H.B.-L.; Zhou, J.; Chen, F.
Source: Self-asserted source
Simon Luo via Scopus - Elsevier

Effects of uncertainty and cognitive load on user trust in predictive decision making

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | Book
EID:

2-s2.0-85030858067

Part of ISSN: 16113349 03029743
Contributors: Zhou, J.; Arshad, S.Z.; Luo, S.; Chen, F.
Source: Self-asserted source
Simon Luo via Scopus - Elsevier
grade
Preferred source (of 2)‎

Indexing cognitive load using blood volume pulse features

Conference on Human Factors in Computing Systems - Proceedings
2017 | Conference paper
EID:

2-s2.0-85019540150

Contributors: Zhou, J.; Arshad, S.Z.; Luo, S.; Yu, K.; Berkovsky, S.; Chen, F.
Source: Self-asserted source
Simon Luo via Scopus - Elsevier

Development of a Control and Vision Interface for an AR.Drone

MATEC Web of Conferences
2016 | Conference paper
EID:

2-s2.0-84969248841

Part of ISSN: 2261236X
Contributors: Cheema, P.; Luo, S.; Gibbens, P.
Source: Self-asserted source
Simon Luo via Scopus - Elsevier