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Tony Yousefnezhad
Researcher, Information Management, National Bank of Canada
Principal Researcher, Learning by Machine
Joined
July 2019
Names
Tony Yousefnezhad
(Preferred)
,
Muhammad Yousefnezhad
Emails
****@ualberta.ca
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Researcher
Information Management,
National Bank of Canada
(nbc.ca)
2025
–
Present
Principal Researcher
Learning by Machine
(learningbymachine.com)
2024
–
Present
Researcher
Information Management,
Canadian Western Bank
(cwbank.ca)
2024
–
2025
Researcher
Computing Science,
University of Alberta
(ualberta.ca)
2024
–
2024
Postdoc
Computing Science,
University of Alberta
(ualberta.ca)
2019
–
2024
Postdoc
Computer Science and Technology,
Nanjing University of Aeronautics and Astronautics, Tsinghua University
(nuaa.edu.cn)
2018
–
2019
PhD student
Computer Science and Technology,
Nanjing University of Aeronautics and Astronautics, Tsinghua University
(nuaa.edu.cn)
2014
–
2019
MS student
Computer Engineering,
Mazandaran University of Science and Technology
(ustmb.ac.ir)
2011
–
2013
Advisors, Relations & Conflicts
Postdoc Advisor
Russell Greiner
2019
–
2024
PhD Advisor
Daoqiang Zhang
2014
–
2019
Expertise
Natural Language Processing
2022
–
Present
Self supervised learning
2022
–
Present
Diffusion Models
2022
–
Present
Transformers
2022
–
Present
Causal Models
2020
–
Present
Autoregressive Approach
2019
–
Present
Generative Models
2017
–
Present
Deep Learning
2015
–
Present
Multiview Learning
2014
–
Present
Time Series Analysis
2014
–
Present
Medical Informatics
2014
–
Present
Computational Neuroscience
2013
–
Present
fMRI Analsysis
2012
–
Present
Unsupervised Learning
2010
–
Present
Probabilistic and Bayesian Methods
2008
–
Present
Financial Informatics
2008
–
Present
Graph and Network Analysis
2008
–
Present
Publications
Orthogonal Contrastive Learning for Multi-Representation fMRI Analysis
Tony Yousefnezhad
NeurIPS 2025 poster
Readers:
Everyone
Joint Learning for Visual Reconstruction from the Brain Activity: Hierarchical Representation of Image Perception with EEG-Vision Transformer
Ali Akbari
,
Kosar Sanjar Arani
,
Tony Yousefnezhad
,
Maryam Mirian
,
Emad Arasteh
UniReps
Readers:
Everyone
Supervised Hyperalignment for multi-subject fMRI data alignment
Muhammad Yousefnezhad
,
Alessandro Selvitella
,
Liangxiu Han
,
Daoqiang Zhang
2020 (modified: 13 Nov 2024)
CoRR 2020
Readers:
Everyone
Perceived Image Reconstruction from Human Brain Activity via Time-Series Information Guided Generative Adversarial Networks
Shuo Huang
,
Liang Sun
,
Muhammad Yousefnezhad
,
Meiling Wang
,
Daoqiang Zhang
2020 (modified: 12 Apr 2025)
ICONIP (5) 2020
Readers:
Everyone
Deep Representational Similarity Learning for analyzing neural signatures in task-based fMRI dataset
Muhammad Yousefnezhad
,
Jeffrey Sawalha
,
Alessandro Selvitella
,
Daoqiang Zhang
2020 (modified: 13 Nov 2024)
CoRR 2020
Readers:
Everyone
Shared Space Transfer Learning for analyzing multi-site fMRI data
Muhammad Yousefnezhad
,
Alessandro Selvitella
,
Daoqiang Zhang
,
Andrew J. Greenshaw
,
Russell Greiner
2020 (modified: 13 Nov 2024)
NeurIPS 2020
Readers:
Everyone
Shared Space Transfer Learning for analyzing multi-site fMRI data
Muhammad Yousefnezhad
,
Alessandro Selvitella
,
Daoqiang Zhang
,
Andrew J. Greenshaw
,
Russell Greiner
2020 (modified: 13 Nov 2024)
CoRR 2020
Readers:
Everyone
Multi-Objective Cognitive Model: a Supervised Approach for Multi-subject fMRI Analysis
Muhammad Yousefnezhad
,
Daoqiang Zhang
2019 (modified: 13 Nov 2024)
Neuroinformatics 2019
Readers:
Everyone
Multi-Objective Cognitive Model: a supervised approach for multi-subject fMRI analysis
Muhammad Yousefnezhad
,
Daoqiang Zhang
2018 (modified: 13 Nov 2024)
CoRR 2018
Readers:
Everyone
Gradient Hyperalignment for Multi-subject fMRI Data Alignment
Tonglin Xu
,
Muhammad Yousefnezhad
,
Daoqiang Zhang
2018 (modified: 13 Nov 2024)
PRICAI (1) 2018
Readers:
Everyone
View all 33 publications
Co-Authors
Alessandro Selvitella
Ali Akbari
Ali Reihanian
Andrew J. Greenshaw
Behrouz Minaei-Bidgoli
Daoqiang Zhang
Emad Arasteh
Hosein Alizadeh
Jeffrey Sawalha
Kosar Sanjar Arani
Liang Sun
Liangxiu Han
Maryam Mirian
Masoud Samadi
Maziar Kazemi
Meiling Wang
Mohd Fauzi Othman
Ning Yuan
Russell Greiner
Saber Nourian
Saeid Aghaei Nezhad Firouzja
Sheng-Jun Huang
Shuo Huang
Tonglin Xu
Xiaoliang Sheng