Algorithms
Our Algorithms Research Group aims to designing algorithms and data structures that are both practically useful and theoretically sound.
Our work spans a wide range of areas in computer science, including (but not limited to) theoretical computer science, databases and data management, information retrieval, text indexationand compression, big data analytics, and artificial intelligence.
We explore these challenges across various fundamental computational models, such as external memory model, streaming model, and massive parallel communication model, and more.
Staff
Pilar Selene Linares Arevalo
Prof Justin Zobel
Students
Luxin Fang
Estimation of distribution power network topology from smart meter measurements
luxinf@student.unimelb.edu.au
Zhuo Zhang
Efficient algorithms for solving problems on massive data
zhuo.zhang@student.unimelb.edu.au
Sahan Hemachandra
Energy-efficient routing for connected autonomous vehicles
akulathungaa@student.unimelb.edu.au
Kwun Ming Pang
Approximate similarity search on high dimensional data
kwunming.pang@student.unimelb.edu.au
Fengnian Lin
Efficient algorithms for solving problems on massive data
fengnian.lin@student.unimelb.edu.au
Yixiang Wang
The online set cover with delay problem and related problems
yixiang.wang4@student.unimelb.edu.au
Selected research grants and contracts
- DP230102908 - Fast effective clustering technologies for highly dynamic massive networks (2023-2027). $435,000.00
- DP200103136 - Efficient Compression and Querying Techniques for Massive Text Collections (2020-2025). $360,000.00
- DP190102078 - Approximate structures for efficient processing of data streams. (2019-2024). $395,000.00
- DE190101118 - High performance density-based clustering in parallel environments (2019-2023). $339,000.00
Selected research projects
(CNRS - IEA ALFRED) Algorithms for Restricted Data Models
With the University of Sydney
Efficient Compression and Querying Techniques for Massive Text Collections
Fast Effective Clustering Technologies for Highly Dynamic Massive Networks
We work with businesses to:
- Develop clear and simple solutions to create meaning out of your problems
- Provide advice on how to approach and resolve more complex problems
- Embed solutions into daily operations
Interested in how we could help you?
We'd love to chat about how our research could transform your business. We believe collaborating with industry drives both partners forward.
Real world change, based in cutting edge research.