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Hae Jin Song
Postdoc, Berkman Klein Center at Harvard University
Researcher, ThoughtWorks
Joined
February 2020
Names
Hae Jin Song
(Preferred)
,
Hayley Song
Emails
****@usc.edu
(Confirmed)
,
****@isi.edu
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@law.harvard.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Postdoc
Berkman Klein Center at Harvard University
(cyber.harvard.edu)
2025
–
Present
Researcher
ThoughtWorks
(thoughtworks.com)
2025
–
2026
PhD student
University of Southern California
(usc.edu)
2018
–
2025
MS student
Massachusetts Institute of Technology
(mit.edu)
2016
–
2018
Undergrad student
Massachusetts Institute of Technology
(mit.edu)
2012
–
2016
Advisors, Relations & Conflicts
PhD Advisor
Laurent Itti
2024
–
2025
PhD Advisor
Wael Abd-Almageed
2021
–
2023
PhD Advisor
Yao-Yi Chiang
2018
–
2021
Expertise
geometric data analysis
Present
shape analysis
Present
AI interpretability and safety
Present
deep generative models
2018
–
Present
deep learning
2017
–
Present
machine learning
2017
–
Present
image analysis
,
computer vision
2016
–
Present
Publications
Riemannian-Geometric Fingerprints of Generative Models
Hae Jin Song
,
Laurent Itti
BEW 2025 Abstract
Readers:
Everyone
ManiFPT: Defining and Analyzing Fingerprints of Generative Models
Hae Jin Song
,
Mahyar Khayatkhoei
,
Wael AbdAlmageed
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition
Readers:
Everyone
Formal Definition of Fingerprints Improves Attribution of Generative Models
Hae Jin Song
,
Mahyar Khayatkhoei
,
Wael AbdAlmageed
NeurIPS Workshop on Attributing Model Behavior at Scale
Readers:
Everyone
Learning Robust Representations Of Generative Models Using Set-Based Artificial Fingerprints
Hae Jin Song
,
Wael AbdAlmageed
Published: 01 Jan 2022, Last Modified: 08 May 2023
CoRR 2022
Readers:
Everyone
Cell-by-Cell Line-of-Sight Probability Models Based on Real-World Base Station Deployment
Bassel Abou Ali Modad
,
Xin Yu
,
Hae Jin Song
,
Yao-Yi Chiang
,
Andreas F. Molisch
Published: 01 Jan 2022, Last Modified: 08 May 2023
GLOBECOM 2022
Readers:
Everyone
Artificial Intelligence for Modeling Complex Systems: Taming the Complexity of Expert Models to Improve Decision Making
Yolanda Gil
,
Daniel Garijo
,
Deborah Khider
,
Craig A. Knoblock
,
Varun Ratnakar
,
Maximiliano Osorio
,
Hernán Vargas
,
Minh Pham
,
Jay Pujara
,
Basel Shbita
,
Binh Vu
,
Yao-Yi Chiang
,
Dan Feldman
,
Yijun Lin
,
Hayley Song
,
Vipin Kumar
,
Ankush Khandelwal
,
Michael S. Steinbach
,
Kshitij Tayal
,
Shaoming Xu
et al. (15 additional authors not shown)
2021 (modified: 05 Feb 2023)
ACM Trans. Interact. Intell. Syst. 2021
Readers:
Everyone
A Gradient-Based Approach for Coordinating Smart Vehicles and Traffic Lights at Intersections
Manuel Rodriguez
,
Xiangxue Zhao
,
Hayley Song
,
Anastasia Mavrommati
,
Roberto G. Valenti
,
Akshay Rajhans
,
Pieter J. Mosterman
,
Yancy Diaz-Mercado
,
Hosam K. Fathy
Published: 01 Jan 2021, Last Modified: 08 May 2023
ACC 2021
Readers:
Everyone
A Gradient-Based Approach for Coordinating Smart Vehicles and Traffic Lights at Intersections
Manuel Rodriguez
,
Xiangxue Zhao
,
Hayley Song
,
Anastasia Mavrommati
,
Roberto G. Valenti
,
Akshay Rajhans
,
Pieter J. Mosterman
,
Yancy Diaz-Mercado
,
Hosam K. Fathy
Published: 01 Jan 2021, Last Modified: 08 May 2023
IEEE Control. Syst. Lett. 2021
Readers:
Everyone
Co-Authors
Akshay Rajhans
Anastasia Mavrommati
Andreas F. Molisch
Ankush Khandelwal
Armen R. Kemanian
Basel Shbita
Bassel Abou Ali Modad
Binh Vu
Christopher J. Duffy
Craig A. Knoblock
Dan Feldman
Daniel Garijo
Daniel Hardesty-Lewis
Deborah Khider
Ewa Deelman
Hernán Vargas
Hosam K. Fathy
Jay Pujara
Kelly M. Cobourn
Kshitij Tayal
Laurent Itti
Lele Shu
Lissa Pearson
Lorne Leonard
Mahyar Khayatkhoei
View all 48 co-authors