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Richard Sinnott
Full Professor, School of Computing and Information Systems, University of Melbourne
Joined
February 2024
Names
Richard Sinnott
(Preferred)
,
R.O. Sinnott
,
Richard O. Sinnott
Emails
****@unimelb.edu.au
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Full Professor
School of Computing and Information Systems,
University of Melbourne
(unimelb.edu.au)
2010
–
Present
Advisors, Relations & Conflicts
No relations added
Expertise
No areas of expertise listed
Publications
Evidential Trust-Aware Model Personalization in Decentralized Federated Learning for Wearable IoT
Murtaza Rangwala
,
Richard Sinnott
,
Rajkumar Buyya
The 26th IEEE International Symposium on Cluster, Cloud, and Internet Computing
Readers:
Everyone
Flight Demonstration of On-Orbit Model Adaptation on a Nanosatellite
Zaher Joukhadar
,
Miguel Ortiz del Castillo
,
Jonathan Morgan
,
Lachlan Cowley
,
Robert Mearns
,
Simon Barraclough
,
Krista A. Ehinger
,
Benjamin I. P. Rubinstein
,
Richard Sinnott
,
Michele Trenti
,
James Bailey
AI4Space
Readers:
Everyone
SketchGuard: Scaling Byzantine-Robust Decentralized Federated Learning via Sketch-Based Screening
Murtaza Rangwala
,
Farag Azzedin
,
Richard O. Sinnott
,
Rajkumar Buyya
CoRR 2025
Readers:
Everyone
Network Structures as an Attack Surface: Topology-Based Privacy Leakage in Federated Learning
Murtaza Rangwala
,
Richard O. Sinnott
,
Rajkumar Buyya
CoRR 2025
Readers:
Everyone
Unseen Fake News Detection Through Casual Debiasing
Shuzhi Gong
,
Richard O. Sinnott
,
Jianzhong Qi
,
Cécile Paris
CoRR 2025
Readers:
Everyone
A Hybrid Forecasting and Reinforcement Learning Approach for Latency-Constrained Scaling of Generative AI Systems
Yue Peng
,
Richard O. Sinnott
UCC 2025
Readers:
Everyone
Towards the Translation of OpenMP to Hybrid MPI/OpenMP
Steven Tang
,
Richard O. Sinnott
ACSW 2025
Readers:
Everyone
A Platform for the Delivery of Speech Treatment for Dysarthria in Multisystemic Ataxia
Anthony Stell
,
Adam P. Vogel
,
Jean Paul Vera Soto
,
Alejandra Abril Pareja
,
Richard O. Sinnott
CBMS 2025
Readers:
Everyone
PrVFL: Pruning-Aware Verifiable Federated Learning for Heterogeneous Edge Computing
Xigui Wang
,
Haiyang Yu
,
Yuwen Chen
,
Richard O. Sinnott
,
Zhen Yang
IEEE Trans. Mob. Comput. 2024
Readers:
Everyone
View all 258 publications
Co-Authors
A. J. Stell
A. Young
Aaron Harwood
Abdul Mohammad
Adam P. Vogel
Addn Study Group
Adel Nadjaran Toosi
Airlie Chapman
Akihiko Konagaya
Alan Blaikie
Alan R. Williams
Albert Burger
Alejandra Abril Pareja
Alex Voss
Alistair Philp
Allan Wu
Ana Novak
Anders Olsen
Andrew Bivard
Andrew J. Bromage
Andrew Lonie
Andrew Woods
Andy Head
Angus Macaulay
Anirudh Joshi
View all 424 co-authors