Piotr Koniusz

Associate Professor, CS&E, University of New South Wales

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)

Career & Education History

Associate Professor
CS&E, University of New South Wales (unsw.edu.au)
2024Present
 
Associate Professor
CECC, Australian National University (anu.edu.au)
2023Present
 
Principal Researcher
A&DS, Data61, CSIRO (data61.csiro.au)
2023Present
 
senior honorary lecturer
Australian National University (anu.edu.au)
20162023
 
senior research scientist
Data61, CSIRO (data61.csiro.au)
20162023
 
Postdoc
INRIA (inria.fr)
20142015
 
phd
University of Surrey (surrey.ac.uk)
20092014
 

Advisors, Relations & Conflicts

Coauthor
20112014
 
Coauthor
20112014
 
PhD Advisor
20112014
 
Postdoc Advisor
20112014
 
Postdoc Advisor
20112014
 

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