Supervisors in Information Technology, Monash University

I specialise in Integer Programming and have an interest in Machine Learning, Complexity and Approximation, Multi-Agent Path Finding, Energy, Transportation. My main passion is to design algorithms to improve the performance of Mixed-Integer Programming solvers for general MILP instances.

I joined Monash in 2016 as a Lecturer in the Optimisation team. Between 2012 and 2016 I was a postdoc in the school of Industrial and Systems Engineering in the Georgia Institute of Technology under Prof. Nemhauser. I obtained my PhD in 2012 from University Paris XI (Orsay).

Biography

Vincent CS Lee is currently an Associate Professor (equivalent to full professor of North American Academic Scale) with the Faculty of IT, Monash University and a Senior Member of IEEE. His research skills are on Adaptive Learning and Adaptive Inferencing.

Yuan-Fang is a Senior Lecturer in the Department of Data Science & Artificial Intelligence (DS+AI), Faculty of Information Technology, Monash University. Yuan-Fang's research interests include knowledge graphs, natural language processing, knowledge representation & reasoning, representation learning (embedding) of networks/graphs. He has published more than 100 papers in leading conferences and journals.

As Director of the Monash Energy Institute, Ariel leads Monash’s Digital Energy initiatives. He brings together researchers from across disciplines such as Economics, Econometrics, Data Science, Optimisation and Electrical Engineering to identify ways to integrate new and renewable technologies into the system optimally. Ariel also brings practical expertise, advising and consulting on portfolio risk management, carbon pricing and consumer electricity price trends.