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Paper on speculative refactoring of imperative Deep Learning programs to graph execution directly accepted to ASE ’25
Our paper entitled, “Speculative Automated Refactoring of Imperative Deep Learning Programs to Graph Execution” has been directly accepted to the research papers track at the 2025 IEEE/ACM International Conference on Automated Software Engineering (ASE)! Out of 1190 submissions, 113 were directly accepted, amounting to a 9.5% acceptance rate for directly accepted papers. The conference will take place later this year in Seoul, South Korea. Congratulations to Tatiana, Mehdi, Nan, and Anita!
NYU GSTEM student visits during the summer of 2025
Ayla Zhang will join our research group this summer through the NYU GSTEM program. NYU GSTEM is a summer program for high school juniors that allows them to participate in research laboratories. The NYU Courant Institute of Mathematical Sciences offers the program and helps promote STEM to traditionally underrepresented groups, particularly females and minorities. Ayla will be working on a programming language project as part of our funded NSF project on combating technical debt in Machine Learning systems‘ broader impacts.
(more…)Program committee (PC) member for ASE ’25
Excited and honored to be invited to the program committee (PC) for the ASE ’25 research track! Please consider submitting!
Accepting an EAPLS distinguished paper award at FASE ’25
Today, we accepted an European Association for Programming Languages and Systems (EAPLS) distinguished paper award at the 2025 International Conference on Fundamental Approaches to Software Engineering (FASE). Thank you, EAPLS, FASE, and ETAPS! Congrats to Tatiana Castro Vélez, Mehdi Beherdezeh, Nan Jia, and Anita Raja!
Program committee (PC) member for VMIL ’25
I have been invited to serve on the program committee (PC) for the 2025 Workshop on Virtual Machines and Language Implementations (VMIL)! VMIL ’25 will be co-located with ICFP/SPLASH and take place on October 15, 2025, in Singapore. Please consider submitting!
Received EAPLS distinguished paper award at FASE ’25
Our upcoming International Conference on Fundamental Approaches to Software Engineering (FASE ’25) paper, entitled “Hybridize Functions: A Tool For Automatically Refactoring Imperative Deep Learning Programs to Graph Execution,” with Tatiana Castro Vélez, Mehdi Beherdezeh, Nan Jia, and Anita Raja, has been selected as an European Association for Programming Languages and Systems (EAPLS) distinguished paper!
(more…)Program committee (PC) member for SPLASH ’25 Onward!
I have been invited to participate as a program committee (PC) member of Onward! ’25, to be held as part of the ACM SIGPLAN conference on Systems, Programming, Languages, and Applications: Software for Humanity (SPLASH ’25). The submission deadline is April 24. Please consider submitting!
Program committee (PC) member for Internetware ’25
Excited and honored to be invited to the program committee (PC) for the research track of the 16th International Conference on Internetware (Internetware ’25)! The conference will take place in Trondheim, Norway between June 20 and June 22, 2025 and will be co-located with the 2025 ACM International Conference on the Foundations of Software Engineering (FSE ’25). Please consider submitting!
Tool demo paper on refactoring imperative DL programs to graph execution accepted at FASE ’25
Our paper entitled, “Hybridize functions: A tool for automatically refactoring imperative Deep Learning programs to graph execution,” has been accepted at the 2025 International Conference on Fundamental Approaches to Software Engineering (FASE) as a formal tool demonstration! Out of 31 papers (including 4 tool papers), 11 (including 1 tool paper) were accepted, amounting to a 35% acceptance rate. Congrats to Tatiana, Mehdi, Nan, and Anita!
