Heat Death
of Generative Models in Closed-Loop Learning
M. Marchi, S. Soatto, P. Chaudhari, P. Tabuada
arXiv preprint: 2404.02325
Taming AI Bots: Controllability of Neural States in Large
Language Models
S. Soatto, P. Tabuada, P. Chaudhari, T.Y. Liu
arXiv preprint: 2305.18449
Universal approximation power of deep residual neural networks via
nonlinear control theory
P. Tabuada and B. Gharesifard
IEEE Transactions on Automatic Control, 2023
doi: 10.1109/TAC.2022.3190051
arXiv preprint: 2007.06007
Corrigendum:
10.1109/TAC.2024.3390099
On the computational complexity of the secure state-reconstruction
problem
Y. Mao, A. Mitra, S. Sundaram, and P. Tabuada
Automatica, 2022
doi:10.1016/j.automatica.2021.110083
Being correct is not enough: efficient verification using robust
linear temporal logic
T. Anevlavis, M. Philippe, D. Neider, and P. Tabuada
ACM Transactions on Computational Logic, 2022
doi:10.1145/3491216
Group
Álvaro
Rodríguez Abella, (Ph.D.
Instituto de Ciencias Matemáticas, Spain), Postdoc (2014-)
Matteo Marchi, (B.Sc. and M.Sc. Politecnico di Milano),
Ph.D. student (2019-) Rahal
Nanayakkara, (B.Sc. University of Peradeniya), Ph.D.
student (2023-) João Pedro
Silvestre, (B.Sc. and M.Sc. Instituto Superior
Técnico), Ph.D. student (2024-) Valen Yamamoto, (B.Sc. UC Irvine), Ph.D. student
(2024-) Mitalee Oza, (B.Sc. and M.Sc. IIT Bombay), Ph.D.
student (2024-)
Former
group members
Sabbatical visitors
Prof. Raphael
Jungers, sabbatical leave from UCLouvain (2016-2017).
Postdoctoral researchers
Luigi Pannocchi, (Ph.D. Scuola Superiore
Sant'Anna - Pisa, Italy), postdoctoral scholar (2019-2021). Carlos Murguia Rendon, (Ph.D. TU Eindhoven, the
Netherlands), postdoctoral scholar (2019-2020). Now assistant
professor at TU/e. Matthew Philippe, (Ph.D. UCLouvain), postdoctoral
researcher (2018). Now at Energis in Brussels, Belgium. Yasser Shoukry, (M.Sc. and B.Sc. Ain Shams University,
Ph.D. UCLA), postdoctoral researcher (2015-2017), co-advised with
S. Seshia at UC Berkeley and G. J. Pappas at UPenn. Now Assistant
Professor at UC Irvine. Eric Dallal, (Ph.D. University of Michigan), postdoctoral
researcher (2014-2016). Now at AIR Worldwide. Daniel Neider, (Ph.D. RWTH Aachen), postdoctoral
researcher (2015-2016). Now Professor at
Carl von Ossietzky Universität Oldenburg. Matthias Rungger, (Ph.D. University of Kassel and B.Sc.
TUMunich), 2012-2014. Now at the European Patent Office. Elaine Render, 2010-2011. Co-advised with Prof. Majumdar. Pritam Roy, 2010-2011. Co-advised with Prof. Majumdar. Now
at Calypto Design Systems. Ramkrishna Pasumarthy, 2008-2009. Now Associate Professor
at IIT Madras, India. Giordano Pola, 2006-2007. Now Associate Professor at
University of l'Aquila, Italy.
Ph.D. students
Alvaro R.
Abella, visiting Ph.D. student from Instituto de Ciencias
Matemáticas, Spain (2024).
Jonathan Bunton, (B.Sc. Austin Peay State
University), Ph.D. student (2018-2023). Now at Blue Origin. Yanwen Mao,
(B.Sc. Shanghai Jiao Tong University), Ph.D. student
(2018-2022). Now at Huawei. Janis Anevlanis, (B.Sc. Technical University of Athens),
Ph.D. student (2017-2022). Now at Amazon Robotics. Lucas Fraile Vazquez, (B.Sc. Buenos Aires Institute of
Technology, Argentina), Ph.D. student (2017-2022). Now at Lucid
Motors. Alimzhan Sultangazin, (B.Sc. Nazarbayev University,
Kazakhstan), Ph.D. student (2017-2022). Now at Motional. Mehrdad Showkatbakhsh, (B.Sc. Sharif University), Ph.D.
student (2013-2019), co-advised with Prof. Diggavi. Now at Google. Omar Hussien, (M.Sc. and B.Sc. Cairo University), Ph.D.
student (2013-2018). Now at Mathworks. Luigi Pannocchi, visiting Ph.D. student from Scuola
Superiore Sant'Anna - Pisa, Italy, (Winter 2018 - Spring 2018). Ayca Balkan, (B.Sc. Middle East Technical University),
Ph.D. student (2010-2017). Now at Medtronic. Yasser Shoukry, (M.Sc. and B.Sc. Ain Shams University,
Ph.D. UCLA), Ph.D. student (2011-2015), co-advised with Prof.
Srivastava. Now Associate Professor at UC Irvine. Sina Caliskan, (M.Sc. Bilkent University and B.Sc. Middle
East Technical University), Ph.D. student (2010-2015). Now at
Google. Anne-Kathrin Schmuck, Visiting Ph.D. Student from TU
Berlin, Germany (March and December 2014). Jose Araujo, Visiting Ph.D. Student from KTH, Sweden
(Winter 2012-Summer 2012). Bruno Lacerda, visiting Ph.D. Student from ISR/IST,
Portugal, (Fall 2011). Tijs Donkers, visiting Ph.D. student from TU/e, The
Netherlands (Fall 2010). Now Assistant Professor at TU/e. Manuel Mazo Jr., 2007-2010. Now Associate Professor at TU
Delft, The Netherlands. Adolfo Anta, 2006-2010. Now at Austrian Institute of
Technology, Vienna, Austria. Soheil Samii, Visiting Ph.D. Student from Linkoping
University, Sweden (Spring 2009 and Summer 2009). M.Sc. students
Yskandar Gas,
(B.Sc. École Nationale Supérieure d'Arts et Métiers), M.Sc.
student (2021-2023) Cory Ye, (B.Sc. UCLA), M.Sc. student (2018-2020). Bastian Schürmann, (B.Sc. TUKaiserslautern), (2013-2014).
Now a Ph.D. student at TUMunich. Suzanne Weller, visiting M.Sc. student from TUDelft, Fall
2013. Hamza Fawzi, (B.Sc. École des Mines de Paris), 2010-2012.
Now a Lecturer at the University of Cambridge. Pitcha Prasitmeeboon, 2010-2011. Now a Ph.D. student at
Columbia University. Yusuf Yucel, (B.Sc. Bilkent University), 2009-2011.
Currently at Rockwell Collins. James Marcelin, 2009-2010. Anna Davitian, (B.Sc. UCLA), 2007-2009, co-advised with
Prof. Kaiser. Now at AeroVironment. Andre Dias, (B.Sc. Instituto Superior Tecnico), 2007. Undergraduate students
Bill Li,UCLA undergraduate student,
Summer 2023.
Tameez Latib, UCLA undergraduate student, Summer
2019. Tameez Latib, UCLA undergraduate student, Summer 2018. Joseph Miller, UCLA undergraduate student, Summer 2018. Brian Raymond, UCLA undergraduate student, Summer
2018. Jean Auriol, Undergraduate student from MINES ParisTech,
Summer 2014. Caron Zhang, Undergraduate student, Fall 2011-Spring 2012.
Sara Asaadi, Undergraduate student, Winter 2010. Garik Rostomyan, Undergraduate student, Summer 2009-Winter
2010. Now a Ph.D. student at USC. Annie Chen, Undergraduate student, Winter 2009 and Spring
2009. Wenhui Zhang, visiting undergraduate student from Fudan
University, China, Summer 2008. Catvu Bui, Winter 2008 and Spring 2008 now at DiCon
Fiberoptics. Yuan Fu, Winter 2008 and Spring 2008. John Larson, Winter 2008 and Spring 2008. Shilloam Won, Winter 2008 and Spring 2008. Michael Dokhanchy, Fall 2007.
High School students
Rafael
Kelley,visiting
high school student from Loyola High school, Los Angeles, CA,
Spring 2023.
Alexander Swerdlow, visiting high school student from
Milken School, Los Angeles, CA, Summer 2018. Megan Ross, visiting High School Student from Chadwick
High, Palos Verdes Peninsula, CA, Summer of 2008.