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Virginia R. de Sa
Interim Co-Director, Halicioglu Data Science Institute, University of California, San Diego
Full Professor, Cognitive Science, University of California, San Diego
Joined
November 2017
Names
Virginia R. de Sa
(Preferred)
,
Virginia de Sa
,
Virginia R. DESA
,
Virginia DESA
Emails
****@ucsd.edu
(Confirmed)
,
****@cogsci.ucsd.edu
(Confirmed)
,
****@cogsci.ucsd.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Interim Co-Director
Halicioglu Data Science Institute,
University of California, San Diego
(ucsd.edu)
2025
–
Present
Full Professor
Cognitive Science,
University of California, San Diego
(ucsd.edu)
2018
–
Present
Associate Director
Halicioglu Data Science Institute,
Halicioglu Data Science Institute, University of California, San Diego
(ucsd.edu)
2019
–
2024
Associate Professor
Cognitive Science,
University of California, San Diego
(ucsd.edu)
2001
–
2017
Postdoc
Physiology,
University of California, San Francisco
(ucsf.edu)
1996
–
2001
Postdoc
Computer Science,
University of Toronto
(toronto.edu)
1994
–
1995
PhD student
Computer Science,
University of Rochester
(rochester.edu)
1988
–
1994
Undergrad student
Mathematics and Engineering ,
Queens University
(queensu.ca)
1984
–
1988
Advisors, Relations & Conflicts
PhD Advisee
Zhining Chen
2024
–
Present
PhD Advisee
Shuangquan Feng
2023
–
Present
PhD Advisee
Teng Fei
2023
–
Present
PhD Advisee
Srinivas Ravishankar
2022
–
Present
PhD Advisee
Alessandro D'Amico
2019
–
Present
Coauthor
Shihab Shamma
2025
–
2025
Coauthor
Tekin Gunasar
2022
–
2025
Coauthor
Cassia Rizq
2022
–
2024
Coauthor
Aidan Garrick Truel
2022
–
2024
Coauthor
Joelle Faybishenko
2022
–
2024
PhD Advisee
Vijay Veerabadran
2018
–
2024
Coauthor
Ritik Raina
2020
–
2023
PhD Advisee
Shuai Tang
2017
–
2021
PhD Advisee
Xiaojing Xu
2017
–
2021
PhD Advisee
Kueida Liao
2017
–
2021
PhD Advisee
Mahta Mousavi
2016
–
2020
PhD Advisee
Walter Talbott
2008
–
2015
PhD Advisee
Eunho Noh
2008
–
2014
PhD Advisee
Tim Mullen
2008
–
2014
PhD Advisee
Patrick Gallagher
2002
–
2014
PhD Advisee
Adam Koerner
2008
–
2013
PhD Advisee
Priya Velu
2008
–
2013
PhD Advisee
Josh Lewis
2006
–
2012
PhD Advisee
Alan Robinson
2006
–
2009
PhD Advisee
Paul Hammon
2004
–
2009
PhD Advisee
Hsin-Hao Yu
2001
–
2007
PhD Advisee
Tom Sullivan
2001
–
2006
Postdoc Advisor
Michael Stryker
1996
–
2001
Postdoc Advisor
Michael Merzenich
1996
–
2001
Postdoc Advisor
Geoff Hinton
1994
–
1995
PhD Advisor
Dana Ballard
1988
–
1994
Expertise
facial expression recognition
2018
–
2026
brain-computer interfaces
2006
–
2026
visual cortex modeling
2003
–
2026
multi-view
,
self-supervised
,
cross-modal learning
1993
–
2026
Publications
Handwriting decoding as a challenging Motor Imagery task for EEG Foundation Models
Srinivas Ravishankar
,
Virginia R. de Sa
NeurIPS 2025 Workshop BrainBodyFM
Readers:
Everyone
Efficient Calibration in Motor Imagery BCIs Under Data Constraints via Subject Transfer
Tekin Gunasar
,
Virginia R. de Sa
NeurIPS 2025 Workshop BrainBodyFM
Readers:
Everyone
Perceptogram: Visual Reconstruction from EEG Using Image Generative Models
Teng Fei
,
Abhinav Uppal
,
Ian L. Jackson
,
David Wang
,
Virginia R. de Sa
Submitted to ICLR 2025
Readers:
Everyone
Adaptive recurrent vision performs zero-shot computation scaling to unseen difficulty levels
Vijay Veerabadran
,
Srinivas Ravishankar
,
Yuan Tang
,
Ritik Raina
,
Virginia R. de Sa
NeurIPS 2023 poster
Readers:
Everyone
Exploring Biases in Facial Expression Analysis using Synthetic Faces
Ritik Raina
,
Miguel Monares
,
Mingze Xu
,
Sarah Fabi
,
Xiaojing Xu
,
Lehan Li
,
Will Sumerfield
,
Jin Gan
,
Virginia R. de Sa
03 Oct 2022 (modified: 05 May 2023)
Neurips 2022 SyntheticData4ML
Readers:
Everyone
Cortically motivated recurrence enables task extrapolation
Vijay Veerabadran
,
Yuan Tang
,
Ritik Raina
,
Virginia R. de Sa
Published: 01 Feb 2023, Last Modified: 13 Feb 2023
Submitted to ICLR 2023
Readers:
Everyone
Automated Pain Assessment in Children Using Electrodermal Activity and Video Data Fusion via Machine Learning
Busra T. Susam
,
Nathan T. Riek
,
Murat Akçakaya
,
Xiaojing Xu
,
Virginia R. de Sa
,
Hooman Nezamfar
,
Damaris Diaz
,
Kenneth D. Craig
,
Matthew S. Goodwin
,
Jeannie S. Huang
2022 (modified: 24 Apr 2023)
IEEE Trans. Biomed. Eng. 2022
Readers:
Everyone
Multi-Subject Unsupervised Transfer with Weighted Subspace Alignment for Common Spatial Patterns
Zhining Chen
,
Mahta Mousavi
,
Virginia R. de Sa
2022 (modified: 24 Apr 2023)
BCI 2022
Readers:
Everyone
Spectrally Adaptive Common Spatial Patterns
Mahta Mousavi
,
Eric Lybrand
,
Shuangquan Feng
,
Shuai Tang
,
Rayan Saab
,
Virginia de Sa
2022 (modified: 24 Apr 2023)
CoRR 2022
Readers:
Everyone
Bio-inspired learnable divisive normalization for ANNs
Vijay Veerabadran
,
Ritik Raina
,
Virginia R. de Sa
Published: 02 Nov 2021, Last Modified: 05 May 2023
SVRHM 2021 Poster
Readers:
Everyone
View all 77 publications
Co-Authors
Abhinav Uppal
Busra Susam
Busra T. Susam
Chen Fang
Damaris Diaz
Dana H. Ballard
Daniel Maryanovsky
David J. C. MacKay
David Wang
Emanuel Todorov
Eric Lybrand
Eunho Noh
Grit Herzmann
Hailin Jin
Hooman Nezamfar
Howard Poizner
Hsin-Hao Yu
Ian L. Jackson
Ian R. Fasel
Javier Molina
Javier R. Movellan
Jeannie Huang
Jin Gan
Joshua M. Lewis
Joshua Stivers
View all 68 co-authors