Piotr Koniusz

Associate Professor, CS&E, University of New South Wales
Full Professor, School of Engineering and Built Environment - Electrical and Electronic Engineering, Griffith University
Associate Professor, CECC, Australian National University
Principal Researcher, A&DS, Data61, CSIRO
Joined
September 2016

Names

Piotr Koniusz (Preferred)

Emails

****@nicta.com.au (Confirmed)
, 
****@data61.csiro.au (Confirmed)
, 
****@data61.csiro.au (Confirmed)
, 
****@anu.edu.au (Confirmed)
, 
****@unsw.edu.au (Confirmed)

Personal Links

Career & Education History

Associate Professor
CS&E, University of New South Wales (unsw.edu.au)
2026 – Present
Full Professor
School of Engineering and Built Environment - Electrical and Electronic Engineering, Griffith University (griffith.edu.au)
2025 – Present
Associate Professor
CECC, Australian National University (anu.edu.au)
2023 – Present
Principal Researcher
A&DS, Data61, CSIRO (data61.csiro.au)
2023 – 2026
senior honorary lecturer
Australian National University (anu.edu.au)
2016 – 2023
senior research scientist
Data61, CSIRO (data61.csiro.au)
2016 – 2023
Postdoc
INRIA (inria.fr)
2014 – 2015
phd
University of Surrey (surrey.ac.uk)
2009 – 2014

Advisors, Relations & Conflicts

Coauthor
Zaid Harchaoui
2011 – 2014
Coauthor
Muhammad Tahir
2011 – 2014
PhD Advisor
Krystian Mikolajczyk
2011 – 2014
Postdoc Advisor
Julien Mairal
2011 – 2014
Postdoc Advisor
Cordelia Schmid
2011 – 2014

Expertise

node embeddings
Present
node classification
Present
graph classification
Present
higher-order tensors
Present
RKHS
Present
bilinear pooling
Present
feature learning
Present
zero-
, 
one- and few-shot learning
Present
domain adaptation
Present
self-supervised learning
Present
contrastive learning
Present
hyperbolic learning
Present
dimensional collapse
Present
LogDet divergence
Present
adversarial learning
Present
computer vision
Present
VLM
Present

Publications

View all 240 publications

Co-Authors

View all 183 co-authors