I have served as a reviewer to a number of conferences in machine learning and data mining:
IJCAI 2021
EDM 2018, 2019
JEDM 2018
ECML-PKDD 2015, 2017
IDA 2016, 2018, 2020
RecSys 2017
ICANN 2017
UMAP 2017
PAKDD 2015, 2016
I have co-organised a workshop Advanced Neural Algorithms and Theories for Recommender Systems (NeuRec) in 2020 as a PC chair, which was co-located with International Conference on Data Mining (ICDM).
1. Smart Parking Project 2018
Analytics, Data61, CSIRO
Technically lead this project to develop machine learning models to predict parking occupancy rate to facilitate parking management and support users to plan trip and parking efficiently.
2. NBN User Behaviour Analysis 2018
Analytics, Data61, CSIRO
Conduct data analysis to identify critical factors for NBN user connection and disconnection behaviour, predict user behaviour to support the business to improve marketing strategies and make informed decisions.
3. Cash Flow Prediction 2017
Analytics, Data61, CSIRO
Support business owners to manage their short-term cash flow and make informed business decisions on this basis. We use machine learning techniques to forecast a company’s transactions in the next 8 weeks based on the historical patterns of cash inflows and cash outflows.
4. Discrimination-aware Classifiers for Unbiased Data Analytics 2013
The University of Sydney, School of IT
Develope unbiased classifiers with low discrimination severity on sensitive attributes such as age, gender and race.
5. Traffic Watch: Real-Time Traffic Incident Detection 2013
Machine learning group, NICTA
Detect traffic incidents reported on Twitter and visualise incidents on the 3D interactive map.
6. Cognitive Load Measurement through Pen Gesture 2012
Machine learning group, NICTA
Investigate whether pen gestures can reflect the fluctuation in cognitive load.
7. Automatic Summary Generator for a Wiki Page 2011
The University of Sydney, School of IT; Atlassian Pty Ltd.
Develop a plug-in to generate the summary of a Wiki page for Atlassian's Confluence.