Matthew Patrick, MEng, PhD

Research Interests

• Applying mathematical, statistical and computational approaches to understand the behaviours of complex systems

• Using advanced machine learning and optimisation techniques to address challenging problems

• Testing and evaluating the implications of data and software quality for scientific research

Publications

Abstracts

Patrick, M. T., Sarkar, M. K., Paulsen, M. T., Narayanan, I. V., Ljungman, M., Gudjonsson, J. E., Tsoi, L. C. (2022). “Analysis of nascent RNA reveals distinct gene signatures for acute inflammation in cytokine stimulated keratinocytes.” in American Society of Human Genetics.

Patrick, M. T., Nair, R., He, K., Stuart, P., Billi, A., Gudjonsson, J. E., Oksenberg, J., Elder, J. T., Tsoi, L. C. (2022). “456 Independent causal effect of psoriasis on multiple sclerosis identified by Mendelian randomization .” in Society of Investigative Dermatology, pp. S77 (read online).

Patrick, M. T., Sreeskandarajan, S., Shefler, A., Wasikowski, R., Sarkar, M. K., Chen, J., Prens, E., Hovanian, A., Weidinger, S., Elder, J. T., Kuo, C. C., Gudjonsson, J. E., Tsoi, L. C. (2021). “Functions of Long non-coding RNAs Predicted from Large-Scale Transcriptome Data.” in UM-SBDRC Annual Symposium.

Patrick, M. T., Nair, R. P., He, K., Stuart, P. E., Billi, A. C., Gudjonsson, J. E., Oksenberg, J. R., Tsoi, L. C. (2021). “Shared Genetic and Modifiable Risk Factors for Psoriasis and Multiple Sclerosis.” in International Genetic Epidemiology Society Annual Meeting.

Patrick, M. T., Mehta, N., Gudjonsson, J. E., Elder, J. T., Liu, D., Tsoi, L. C. (2021). “170 Psoriasis and coronary artery disease share a genetic risk factor through IFIH1 .” in Society of Investigative Dermatology, pp. S30 (read online).

Patrick, M. T., Zhang, H., Wasikowski, R., Prens, E. P., Weidinger, S., Gudjonsson, J. E., Elder, J. T., He, L., Tsoi, L. C. (2021). “Epidemiology and Genomic Investigation of Relationship Between Inflammatory Skin Conditions and COVID-19.” in UM-SBDRC Annual Symposium.

Patrick, M. T., Bardhi, R., Zhou, W., Gudjonsson, J. E., Tsoi, L. C. (2021). “Enhanced diagnosis mapping and exome sequencing identify novel variants for rare diseases in the UK Biobank.” in American Society of Human Genetics.

Patrick, M. T., Sreeskandarajan, S., Shefler, A., Wasikowski, R., Sarkar, M. K., Chen, J., Prens, E., Hovnanian, A., Weidinger, S., Elder, J. T., Kuo, C., Gudjonsson, J. E., Tsoi, L. C. (2020). “273 Large scale functional inference for skin-expressing lncRNAs using expression and sequence information.” in Society of Investigative Dermatology, pp. S33 (read online).

Tsoi, L. C., Zhang, Z., Stuart, P., Zhang, Y., Patrick, M., Zhang, H., Wen, X., Nair, R., Elder, J. T. (2020). “303 Allele specific accessibility analysis to decipher molecular mechanism of psoriasis-associated loci.” in Society of Investigative Dermatology, pp. S37 (read online).

Wasikowksi, R., Billi, A. C., Zhang, H., Sutharzan, S., Shefler, S., Patrick, M., Chen, J., Gudjonsson, J. E., Tsoi, L. C. (2020). “300 Using single cell technique to reveal the expression landscape of lncRNAs in psoriasis.” in Society of Investigative Dermatology, pp. S37 (read online).

Gudjonsson, J. E., Tsoi, L. C., Billi, A. C., Plazyo, O., Wasikowski, R., Jiang, Y., Zeng, C., Kirma, J., Wilson, M. J., Patrick, M., Raja, K., Lafyatis, R., Kahlenberg, J., Khanna, D. (2020). “188 scRNA-seq and RNA-seq for Stiff Skin Syndrome identify pericytes as a key pathogenic cell population and avenue for therapeutic targeting.” in Society of Investigative Dermatology, pp. S22 (read online).

Verhaegen, M. E., Van Goor, J., Arche, J., Harms, P., Wilbert, D., Zabawa, H., Patrick, M., Tsoi, L. C., Chinnaiyan, A., Dlugosz, A.A. (2020). “118 In vivo cellular reprogramming facilitates viral T antigen-driven Merkel cell carcinoma development in adult mice.” in Society of Investigative Dermatology, pp. S14 (read online).

Patrick, M. T., Stuart, P. E., Yin, X., He, Z., Gudjonsson, J. E., Voorhees, J. J., Nair, R. P., Liu, D., Elder, J. T., Tsoi, L. C. (2019). “Psoriasis and type 2 diabetes trans-disease meta-analysis.” in National Psoriasis Foundation.

Patrick, M. T., Stuart, P. E., Yin, X., He, Z., Gudjonsson, J. E., Voorhees, J. J., Nair, R. P., Liu, D., Elder, J. T., Tsoi, L. C. (2019). “Trans-disease meta-analysis between psoriasis and type 2 diabetes reveals shared genetic signals.” in Society of Investigative Dermatology, pp. S10 (read online).

Patrick, M. T., Stuart, P. E., Raja, K., Abecasis, G. R., Voorhees, J. J., Tejasvi, T., Gudjonsson, J. E., Chandran, V., Rahman, P., Gladman, D. D., Nair, R. P., Elder, J. T. & Tsoi, L.C. (2018). “2325 Non-MHC loci associated with psoriatic arthritis reveal evidence of a potential mechanism for joint involvement.” in American Society of Human Genetics.

Yang, J., Nagpal, S., Epstein, M., Tsoi, L., Patrick, M., Wingo, A. & Wingo, T. (2018). “2356 Integrative functional genomics analysis of neuropathologic features of Alzheimer’s disease and related cognition decline reveals novel insights on previously identified loci.” in American Society of Human Genetics.

Patrick, M.T., Stuart, P. E., Yang, J., Raja, K., Yang, Y., Madu, D., Tejasvi, T., Voorhees, J. J., Kang, H. M., Gudjonsson, J. E., Abecasis, G.,  Nair, R. P., Wen, X., Elder, J. T. & Tsoi, L.C. (2018). “742 Identification of psoriasis-associated genes using genetically predicted transcriptomes.” in Journal of Investigative Dermatology, 138(5), pp. S126 (read online).

Patrick, M. T., Stuart, P. E., Raja, K., Yang, J., Zawistowski, M., Voorhees  J. J., Tejasvi, T., Gudjonsson, J. E., Chandran, V., Rahman, P., Nair, R. P., Gladman, D. D., Elder, J. T. & Tsoi, L.C. (2018). “746 Challenges and opportunities for integrating genetics and health records in risk assessment for psoriasis subtypes.” in Journal of Investigative Dermatology, 138(5), pp. S127 (read online).

Tsoi, L. C., Rodrigues, E., Degenhardt, F., Baurecht, H., Wehkamp, U., Volks, N., Szymczak, S., Swindell, W., Sarkar, M., Raja, K., Patrick, M. T., Gao, Y., Uppala, R., Perez White, B. E., Getsios, S., Harms, P., Maverakis, E., Elder, J. T., Franke, A., Gudjonsson, J. E. & Weidinger, S. (2018). “480 Atopic dermatitis is an IL-13/IL10 driven disease with high molecular heterogeneity compared to psoriasis.” in Journal of Investigative Dermatology, 138(5), pp. S81 (read online).

Sarkar, M. K., Hile, G., Tsoi, L. C., Xing, X., Liu, J., Liang, Y., Berthier, C. C., Swindell, W. R., Patrick, M., Tsou, P., Uppala, R., Beamer, M., Srivastava, A., Bielas, S., Harms, P., Getsios, S., Elder, J. T., Voorhees, J. J., Kahlenberg, J. M. & Gudjonsson, J. E. (2018). “072 Photosensitivity and heightened type I IFN responses in cutaneous lupus are driven by elevated interferon kappa.” in Journal of Investigative Dermatology, 138(5), pp. S12 (read online).

Patrick, M.T., Stuart, P. E., Raja, K., Gudjonsson, J. E., Tejasvi, T., Voorhees, J. J., Gladman, D. D., Nair, R., Elder, J. T. & Tsoi, L.C. (2017). “193 Integrating health records and genetic signatures to enhance psoriatic arthritis risk assessment.” in Journal of Investigative Dermatology, 137(10), pp. S225 (read online).

Patrick, M.T., Stuart, P. E., Raja, K., Gudjonsson, J. E., Tejasvi, T., Voorhees, J. J., Gladman, D. D., Nair, R., Elder, J. T. & Tsoi, L.C. (2017). “Assessing the risk of Psoriatic Arthritis through Machine Learning Genetic Prediction.” in NPF Symposium.

Patrick, M.T., Stuart, P. E., Raja, K., Gudjonsson, J. E., Tejasvi, T., Voorhees, J. J., Gladman, D. D., Nair, R., Elder, J. T. & Tsoi, L.C. (2017). “485 Genetic signature to assess risk of psoriasis subtypes through machine learning approach.” in Journal of Investigative Dermatology, 137(5), pp. S83 (read online).

Sarkar, M.K., Xing, X., Tsoi, A., Liang, Y., Berthier, C.C., Roberts, L.W., Patrick, M.T., Hile, G., Beamer, M.A., Tsou, P., Harms, P.W., Elder, J.T., Voorhees, J.J., Johnston, A., Kahlenberg, J.M., Gudjonsson, J.E. (2017). “043 Interferon kappa is required for regulation of baseline type I interferon responses in keratinocytes and is dysregulated in cutaneous lupus.” in Journal of Investigative Dermatology, 137(5), pp. S8 (read online).

Raja, K., Patrick, M., Elder, J. T. & Tsoi, L.C. (2016). “Machine learning workflow to enhance predictions of adverse drug reactions through drug-drug interactions for cutaneous diseases.” in Int. Conf. Intelligent Biology and Medicine.

Book Chapters

Patrick, M. (2017). “Making scientific software easier to understand, test and communicate through software engineering.” in Software Engineering for Science. Carver, J. Abingdon, United Kingdom: Taylor & Francis, pp. 53-88 (read online).

Patrick, M. (2016). “Metaheuristic Optimisation and Mutation-Driven Test Data Generation” in Computational Intelligence and Quantitative Software Engineering. Pedrycz, W., Succi, G. & Sillitti, A. Heidelberg, Germany: Springer, pp. 89-115 (read online).

Journal Articles

Patrick, M.T., Sreeskandarajan, S., Shefler, A., Wasikowski, R., Sarkar, M.K., Chen, J., Qin, T., Billi, A.C., Kahlenberg, J.M., Prens, E., Hovnanian, A., Weidinger, S., Elder, J.T., Kuo, C.C., Gudjonsson, J.E., Tsoi, L.C. (2023). Large scale functional inference for skin-expressing lncRNAs using expression and sequence information. JCI Insight, [in press].

Patrick, M.T., Nair, R.P., He, K., Stuart, P.E., Billi, A.C., Zhou X., Gudjonsson, J.E., Oksenberg, J.R., Elder, J.T., Tsoi, L.C. (2023). Shared Genetic Risk Factors for Multiple Sclerosis/Psoriasis Suggest Involvement of Interleukin-17 and Janus Kinase-Signal Transducers and Activators of Transcription Signaling. Annals of Neurology, 94(2):384-397 (read online).

Patrick, M.T., Li, Q., Wasikowski, R., Mehta, N., Gudjonsson, J.E., Elder, J.T., Zhou X., Tsoi, L.C. (2022). Shared genetic risk factors and causal association between psoriasis and coronary artery disease. Nature Communications, 13(1):6565 (read online).

Patrick, M.T., Bardhi, R., Zhou, W., Elder, J. T., Gudjonsson, J.E., Tsoi, L.C. (2022). Enhanced rare disease mapping for phenome-wide genetic association in the UK Biobank. Genome Medicine, 14(85) (read online).

Patrick, M.T., Bardhi, R., Raja, K., He, K., Tsoi, L.C. (2021). Advancement in predicting drug-drug interactions for drugs used to treat psoriasis and its comorbidities by integrating molecular and clinical resources. Journal of the American Medical Informatics Association, 28(6), pp. 1159-1167 (read online).

Patrick, M.T., Zhang, H., Wasikowski, R., Prens, E.P., Weidinger, S., Gudjonsson, J.E., Elder, J.T., He, K., Tsoi, L.C. (2021). Associations between COVID-19 and skin conditions identified through epidemiology and genomic studies. Journal of Allergy and Clinical Immunology, 147(3), pp. 857-869 (read online).

Patrick, M.T., Stuart, P.E., Zhang, H., Zhao, Q., Yin, X., He, K., Zhou, X., Mehta, N.N., Voorhees, M.D., Boehnke, M., Gudjonsson, J.E., Nair, R.P., Handelman, S.K., Elder, J.T., Liu, D.J., Tsoi, L.C. (2021). Causal relationship and shared genetic loci between psoriasis and type 2 diabetes through trans-disease meta-analysis. Journal of Investigative Dermatology, 141(6), pp. 1493-1502 (read online).

Patrick, M. (2020). Exploring Software Reusability Metrics with Q&A Forum Data. Journal of Systems and Software, 168:110652 (read online).

Shao, S., Tsoi, L.C., Sakrar, M.K., Xing, X., Xue, K., Uppala, R., Berthier, C.C., Zheng, C., Patrick, M., Billi, A., Fullmer, J., Beamer, M.A., Perez-White, B., Getsios, S., Schuler, A., Voorhees, J.J., Choi, S., Harms, P., Kahlenberg, J.M., Gudjonsson, J.E. (2019). IFN-γ enhances cell-mediated cytotoxicity against keratinocytes via JAK2/STAT1 in lichen planus. Science Translational Medicine, 11:511 (read online).

Veniaminova, N.A., Grachtchouk, M., Doane O.J., Peterson, J.K., Quigley, D.A., Lull, M.V., Pyrozhenko, D.V., Nair, R.P., Patrick, M.T., Balmain, A., Dlugosz, A.A., Tsoi, L.C., Wong, S.Y. (2019). Niche-Specific Factors Dynamically Regulate Sebaceous Gland Stem Cells in the Skin. Developmental Cell, 51(3), pp. 326-340.e4 (read online).

Patrick, M.T., Stuart, P.E., Raja, K., Chi, S., He, Z., Voorhees, J., Tejasvi, T., Gudjonsson, J., Kahlenberg, M., Chandran, V., Rahman, P., Gladman, D.D., Nair, R., Elder, J.T., Tsoi, L.C. (2019). Integrative approach to reveal cell type specificity and gene candidates for psoriatic arthritis outside the MHC. Frontiers in Genetics, 10:304 (read online).

Tsoi, L.C., Hile, G., Berthier, C.C., Sarkar, M., Reed, T.J., Uppala, R., Patrick, M., Raja, K., He, Z., Gudjonsson, J.E., Kahlenberg, M. (2019). Hypersensitive IFN responses in lupus keratinocytes reveal key mechanistic determinants in cutaneous lupus. The Journal of Immunology, 202(7), pp. 2121-2130 (read online).

Tsoi, L.C., Rodriguez, E., Degenhardt, F., Baurecht, H., Wehkamp, U., Volks, N., Szymczak, S., Swindell, W.R., Sarkar, M.K., Raja, K., Shao, S., Patrick, M., Gao, Y., Uppala, R., White, B.E.P., Getsios, S., Harms, P.W., Maverakis, E., Weidinger, S. (2019). Atopic dermatitis is an IL-13 dominant disease with greater molecular heterogeneity compared to psoriasis. Journal of Investigative Dermatology 139(7), pp. 1480-1489 (read online).

Nagpal, S., Meng, X., Epstein, M.P., Tsoi, L.C., Patrick, M., Gibson, G., De Jager, P., Bennett, D.A., Wingo, A.P., Wingo, T.S., Yang, J. (2019). TIGAR: An Improved Bayesian Tool for Transcriptomic Data Imputation Enhances Gene Mapping of Complex Traits. ASHG, 105, pp. 1-9 (read online).

Patrick, M., Tsoi, L.C., Gudjonsson, J.E. (2019). Making new connections – chromosome conformation capture for identification of disease-associated target genes. Journal of Investigative Dermatology, 139(3), pp. 514-517 (read online).

Patrick, M., Raja, K., Miller, K., Sotzen, J., Gudjonsson, J.E., Elder, J.T. & Tsoi, L.C. (2019). Drug repurposing prediction for immune-mediated cutaneous diseases using a word-embedding based machine learning approach. Journal of Investigative Dermatology, 139(3), pp. 683-691 (read online).

Meng, G., Patrick, M., Xue, Y., Liu, Y., Zhang, J. (2018). Securing Android App Markets via Modelling and Predicting Malware Spread between Markets. IEEE Transactions on Information Forensics and Security, 14(7), pp. 1944-1959 (read online).

Patrick, M., Stuart, P.E., Raja, K., Gudjonsson, J.E., Tejasvi, T., Yang, J., Chandran, V., Das, S., Callis-Duffin, K., Ellinghaus, E., Enerbäck, C., Esko, T., Franke, A., Kang, H.M., Krueger, G.G., Lim, H.W., Rahman, P., Rosen, C.F., Weidinger, S., Weichenthal, M., Wen, X., Voorhees, J.J., Abecasis, G.R., Gladman, D.D., Nair, R.P., Elder, J.T. & Tsoi, L.C. (2018). Genetic signature to provide robust risk assessment of psoriatic arthritis development in psoriasis patients. Nature Communications 9(1):4178 (read online).

Tsoi, L.C., Patrick, M. & Elder, J.T. (2018). Research Techniques Made Simple: Using genome-wide association studies to understand complex cutaneous disorders. Journal of Investigate Dermatology 138, pp. e23-e29 (read online).

Sarkar, M.K., Hile, G.A., Tsoi, L.C., Xing, X., Liu, J., Liang, Y., Berther, C.C., Swindell, W.R., Patrick, M.T., Shao, S., Tsou, P.S., Uppalla, R., Beamer, M.A., Srivastava, A., Bielas, S.L., Harms, P.W., Gestsios, S., Elder, J.T., Voorhees, J.J., Gudjonsson, J.E. & Kahlenberg, J.M. (2018). Photosensitivity and type I IFN responses in cutaneous lupus are driven by epidermal-derived interferon kappa. Ann. Rheum. Dis. 21397 (read online).

Raja, K., Patrick, M., Elder, J.T. & Tsoi, L.C. (2017). Machine Learning Workflow to Enhance Predictions of Adverse Drug Reactions (ADRs) through Drug-Gene Interactions: Application to Drugs for Cutaneous Diseases. Nature Scientific Reports 7, article 3690 (read online).

Raja, K., Patrick, M., Gao, Y., Madu, D., Yang, Y. & Tsoi, L.C. (2017). A Review of Recent Advancement in Integrating Omics Data with Literature Mining towards Biomedical Discoveries. International Journal of Genomics, 2017, article 6213474 (read online).

Patrick, M. & Jia, Y. (2017). KD-ART: Should we intensify or diversify tests to kill mutants?. Information and Software Technology, 81, pp. 36-51 (read online).

Patrick, M., Alexander, R., Oriol, M. & Clark, J.A. (2015). Subdomain-Based Test Data Generation. Journal of Systems and Software, 103, pp. 328-342 (read online).

Conference Proceedings

Patrick, M., Donnelly, R. & Gilligan, C.A. (2017). A Toolkit for Testing Stochastic Simulations against Statistical Oracles. Int. Conf. Software Testing, pp. 448-453 (read online).

Patrick, M., Castle, M.D., Stutt R.O.J.H. (2016). Automated Test Image Generation Using Procedural Noise. Int. Conf. Automated Software Engineering, pp. 654-659 (read online).

Patrick, M. (2016). Interactive Tool for Iterative Test Suite Construction. Int. Conf. Software Engineering and Knowledge Engineering, no. 202 (read online).

Patrick, M., Craig, A.P., Cunniffe, N.J., Parry, M., Gilligan, C.A. (2016). Testing Stochastic Software using Pseudo-Oracles. Int. Symp. Software Testing Analysis, pp. 235-246 (read online).

Patrick, M., Elderfield, J., Stutt, R.O.J.H., Rice, A., Gilligan, C.A. (2016). Software Testing in a Scientific Research Group. ACM Symp. Applied Computing, pp. 1454-1459 (read online).

Patrick, M., Jia, Y. (2015). Exploring the Landscape of Non-Functional Program Properties using Spatial Analysis. Symp. Search Based Software Eng., pp. 332-338 (read online).

Patrick, M., Jia, Y. (2015). Kernel Density Adaptive Random Testing. IEEE Int. Conf. Software Testing, pp. 53-62 (read online).

Patrick, M., Stutt, R.O.J.H., & Gilligan, C.A. (2014). Rasterising Epidemiological Host Data Efficiently. IEEE Int. Conf. Modelling Simulation, pp. 232-237 (read online).

Patrick, M., Alexander, R., Manuel, O. & Clark, J.A. (2014). Probability-Based Semantic Interpretation of Mutants. IEEE Int. Conf. Software Testing, pp. 186-195 (read online).

Patrick, M., Alexander, R., Manuel, O. & Clark, J.A. (2013). Highly Efficient Sets of Subdomains for Mutation Adequacy. Asia-Pacific Software Engineering Conf., pp. 91-98 (read online).

Patrick, M., Alexander, R., Manuel, O. & Clark, J.A. (2013). Efficient Subdomains for Random Testing. Symp. Search Based Software Engineering, pp. 251-256 (read online).

Patrick, M., Alexander, R., Manuel, O. & Clark, J.A. (2013). Using Mutation Analysis to Evolve Subdomains for Random Testing. IEEE Int. Conf. Software Testing, pp. 53-62 (read online).

Patrick, M., Manuel, O. & Clark, J.A. (2012). MESSI: Mutant Evaluation by Static Semantic Interpretation. IEEE Int. Conf. Software Testing, pp. 711-719 (read online).

Patrick, M. (2010). Evaluating Yeti using Open Source Software, York Doctoral Symp (read online).

Patrick, M. (2010). Online Evolution in Unreal Tournament 2004, IEEE Conf. Computational Intelligence and Games, pp. 249-256 (read online).

Professional Experience

2020 - Present: Research Investigator, University of Michigan, MI

Cutaneous Bioinformatics Group, Department of Dermatology

Post-doctoral Training

2016 - 2020: Post-doctoral Research Fellow, University of Michigan, MI

Cutaneous Bioinformatics Group, Department of Dermatology

2013 - 2016: Post-doctoral Research Associate, University of Cambridge, UK

Epidemiology and Modelling Group, Department of Plant Sciences

Education

2009 - 2013: PhD Computer Science, University of York, UK (fully funded by EPSRC)

Thesis: Mutation-Optimised Subdomains for Test Data Generation

2004 - 2009: MEng Computer Systems & Software Engineering, University of York, UK (1st class with honours)

Thesis: Online Evolution for Unreal Tournament 2004

Awards

2021-2022: Dermatology Foundation Research Career Development Award, $55,000

2020-2021: Rare Disease Foundation Microgrant, $5,000 CAD ($3,767)

2019-2020: Precision Health Scholars Award, $80,000

2019: NPF Travel Grant, $1,000

2018: IID Trainee Retreat, $200

2017: ESDR/SID Young Fellow Collegiality Travel Award, $1,500

2017: NPF Travel Grant, $1,000

2017: NVIDIA GPU Grant, $1,200

2017: Microsoft Azure Public Health Award, $20,000

2017: Albert M. Kligman Travel Fellowship, Society for Investigative Dermatology, $600

2015-2017: Cambridge Philosophical Society, 7 Travel Grants, totaling £1000 ($1,400)

2015-2016: University of Cambridge / Wellcome Trust Junior Interdisciplinary Fellowship, £40,000 ($60,000)

2015: Peter Warnock Travel Fund, University of Cambridge, £600 ($900)

2015: Microsoft Azure Food Resilience Climate Data Award, $20,000

2014-2016: Research Associate, Corpus Christi College, Cambridge (dining/social privileges)

Professional Activities

Teaching

Supervisor for 9 courses at the University of Cambridge (2013-2016)

Demonstrator for 11 courses at the University of York (2009-2012)

Associate Fellow of the Higher Education Academy (2015-Present)

Guest Lectures

'Testing Stochastic Simulations against Statistical Oracles' at NCHU, Taiwan (2017)

'Testing Stochastic Software', half-day tutorial at 31st IEEE/ACM International Conference on Automated Software Engineering (co-presented by Dr Guoxin Su), Singapore (2016)

'Software Reuse in a Scientific Research Group' at NCHU, Taiwan (2015)

'Evolution Strategies', as part of 2012/2013 module on Evolutionary Computing at University of York (2013)

'Mutation Testing and Search-Based Software Engineering' at Academia Sinica, NCCU, NCHU, NCTU and NTHU, Taiwan (2012)

Referee Activities

Journal of Systems and Software, Elsevier (2016)

Information and Software Technology Journal, Elsevier (2015)

Transactions on Software Engineering, IEEE (2015)

Software Testing, Verification and Reliability Journal, Wiley (2012)

Conference Roles

PC Member, 32nd Symposium on Applied Computing (SAC), Collective Adaptive Systems and Middleware Track (2017)

Reviewer, 30th IEEE/ACM International Conference on Automated Software Engineering (2015)

Session Chair, International Conference on Modelling and Simulation (2014)

Session Chair and PC Member, York Doctoral Symposium (2012)