A Systematic Bayesian Integration of Epidemiological and Genetic Data. - Max S. Y. Lau; Glenn Marion; George Streftaris; Gavin J. Gibson (PLoS Comput. Biol., 2015)

A mechanistic spatio-temporal framework for modelling individual-to-individual transmission - With an application to the 2014-2015 West Africa Ebola outbreak. - Max S. Y. Lau; Gavin J. Gibson; Hola Adrakey; Amanda McClelland; Steven Riley; Jon Zelner; George Streftaris; Sebastian Funk; C. Jessica E. Metcalf; Benjamin D. Dalziel; Bryan T. Grenfell (PLoS Comput. Biol., 2017)

Model diagnostics and refinement for phylodynamic models. - Max S. Y. Lau; Bryan T. Grenfell; Colin J. Worby; Gavin J. Gibson (PLoS Comput. Biol., 2019)

Comparing and linking machine learning and semi-mechanistic models for the predictability of endemic measles dynamics. - Max S. Y. Lau; Alexander D. Becker; Wyatt Madden; Lance A. Waller; C. Jessica E. Metcalf; Bryan T. Grenfell (PLoS Comput. Biol., 2022)

A Review of Graph Neural Networks in Epidemic Modeling. - Zewen Liu 005; Guancheng Wan; B. Aditya Prakash; Max S. Y. Lau; Wei Jin 009 (KDD, 2024)

EpiLearn: A Python Library for Machine Learning in Epidemic Modeling. - Zewen Liu 005; Yunxiao Li; Mingyang Wei; Guancheng Wan; Max S. Y. Lau; Wei Jin 009 (CoRR, 2024)

Epidemiology-Aware Neural ODE with Continuous Disease Transmission Graph. - Guancheng Wan; Zewen Liu 005; Max S. Y. Lau; B. Aditya Prakash; Wei Jin 009 (CoRR, 2024)

Efficient Epidemic Intervention Generation: A Graph Adversarial Attack Perspective. - Yunxiao Li; Mingyang Wei; Zewen Liu 005; Max S. Y. Lau; Wei Jin 009 (WWW (Companion Volume), 2025)

CAPE: Covariate-Adjusted Pre-Training for Epidemic Time Series Forecasting. - Zewen Liu 005; Juntong Ni; Max S. Y. Lau; Wei Jin 009 (CoRR, 2025)

Higher-order Interaction Matters: Dynamic Hypergraph Neural Networks for Epidemic Modeling. - Songyuan Liu; Shengbo Gong; Tianning Feng; Zewen Liu 005; Max S. Y. Lau; Wei Jin 009 (CoRR, 2025)