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Leslie Collins
Full Professor, ECE, Duke University
Joined
February 2019
Names
Leslie Collins
,
Leslie M. Collins
Emails
****@duke.edu
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Full Professor
ECE,
Duke University
(duke.edu)
2007
–
Present
Associate Professor
ECE,
Duke University
(duke.edu)
2002
–
2007
Assistant Professor
ECE,
Duke University
(duke.edu)
1996
–
2002
Advisors, Relations & Conflicts
PhD Advisee
I. Taylor McKechnie
2022
–
Present
PhD Advisee
Paul J. Markakis
2022
–
Present
PhD Advisee
Sohini Saha
2021
–
Present
PhD Advisee
Francesco Luzi
2019
–
Present
PhD Advisee
Kaleb Kassaw
2019
–
Present
Postdoc Advisee
Boyla Mainsah
2012
–
Present
Coauthor
Kyle Bradbury
2018
–
2025
Coauthor
Jordan Malof
2015
–
2025
Coauthor
Kenneth Morton
2011
–
2014
Coauthor
Peter Torrione
2011
–
2014
Coauthor
Peter Torrione
2011
–
2014
Coauthor
Peter Torrione
2011
–
2014
Expertise
Machine learning
2012
–
Present
Remote sensing
1996
–
Present
Cochlear Implants
,
Brain Computer Interfaces
1991
–
Present
Publications
Segment anything, from space?
Simiao Ren
,
Francesco Luzi
,
Saad Lahrichi
,
Kaleb Kassaw
,
Leslie Collins
,
Kyle Bradbury
,
Jordan Malof
2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
Readers:
Everyone
Compute-efficient Evaluation of LLM Voting Accuracy
I. Taylor McKechnie
,
Paul J. Markakis
,
Kaleb Kassaw
,
Francesco Luzi
,
Sohini Saha
,
Boyla Mainsah
,
Leslie Collins
,
Jordan Malof
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
The Omni-Expert: A Computationally Efficient Approach to Achieve a Mixture of Experts in a Single Expert Model
Sohini Saha
,
Mezisashe S Ojuba
,
Leslie M. Collins
,
Boyla Mainsah
NeurIPS 2025 poster
Readers:
Everyone
Exploring the Impact of Ethnicity on Susceptibility to Voice Phishing
Aritra Ray
,
Sohini Saha
,
Krishnendu Chakrabarty
,
Leslie M. Collins
,
Kyle Lafata
,
Pardis Emami-Naeini
USENIX SOUPS
Readers:
Everyone
Training A Single Multi-Class Convolutional Segmentation Network using Multiple Datasets with Heterogeneous Labels: Preliminary Results
Fanjie Kong
,
Cheng Chen
,
Bohao Huang
,
Leslie M. Collins
,
Kyle Bradbury
,
Jordan Malof
Accepted by 2019 IEEE International Geoscience and Remote Sensing Symposium
Readers:
Everyone
Does Deep Active Learning Work in the Wild?
Simiao Ren
,
Saad Lahrichi
,
Yang Deng
,
Willie Padilla
,
Leslie M. Collins
,
Jordan Malof
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
Deep inverse design of hydrophobic patches on DNA origami for mesoscale assembly of superlattices
Po-An Lin
,
Simiao Ren
,
Jonathan Caswell Piland
,
Leslie M. Collins
,
Stefan Zauscher
,
Yonggang Ke
,
Gaurav Arya
AI4Mat-2023 Poster
Readers:
Everyone
Information-based Adaptive Stimulus Selection to Optimize Communication Efficiency in Brain-Computer Interfaces
Boyla Mainsah
,
Dmitry Kalika
,
Leslie M. Collins
,
Siyuan Liu
,
Chandra S. Throckmorton
2018 (modified: 11 Nov 2022)
NeurIPS 2018
Readers:
Everyone
Co-Authors
Aritra Ray
Bohao Huang
Boyla Mainsah
Chandra S. Throckmorton
Cheng Chen
Dmitry Kalika
Fanjie Kong
Francesco Luzi
Gaurav Arya
I. Taylor McKechnie
Jonathan Caswell Piland
Jordan Malof
Kaleb Kassaw
Krishnendu Chakrabarty
Kyle Bradbury
Kyle Lafata
Mezisashe S Ojuba
Pardis Emami-Naeini
Paul J. Markakis
Po-An Lin
Saad Lahrichi
Simiao Ren
Siyuan Liu
Sohini Saha
Stefan Zauscher
View all 28 co-authors