ICSME 2024
Sun 6 - Fri 11 October 2024
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ICSME 2024
(
series
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Research Track
/
Toward Debugging Deep Reinforcement Learning Programs with RLExplorer
Research Track Paper
Who
Rached Bouchoucha
,
Ahmed Haj Yahmed
,
Darshan Patil
,
Janarthanan Rajendran
,
Amin Nikanjam
,
Sarath Chandar
,
Foutse Khomh
Track
ICSME 2024 Research Track
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When
Wed 9 Oct 2024 15:55 - 16:10 at
Fremont
-
Session 6: Maintenance of AI-based Systems
Chair(s):
Sujoy Roychowdhury
Rached Bouchoucha
Polytechnique Montréal
Ahmed Haj Yahmed
École Polytechnique de Montréal
Canada
Darshan Patil
Janarthanan Rajendran
Amin Nikanjam
École Polytechnique de Montréal
Canada
Sarath Chandar
Polytechnique Montréal
Foutse Khomh
Polytechnique Montréal
Canada
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Session Program
Wed 9 Oct
Displayed time zone:
Arizona
change
15:30 - 17:00
Session 6: Maintenance of AI-based Systems
Research Track
/
Industry Track
/
New Ideas and Emerging Results Track
at
Fremont
Chair(s):
Sujoy Roychowdhury
Ericsson R&D
15:30
15m
A Taxonomy of Self-Admitted Technical Debt in Deep Learning Systems
Research Track Paper
Research Track
Federica Pepe
,
Fiorella Zampetti
University of Sannio, Italy
,
Antonio Mastropaolo
William and Mary, USA
,
Gabriele Bavota
Software Institute @ Università della Svizzera Italiana
,
Massimiliano Di Penta
University of Sannio, Italy
Pre-print
15:45
10m
Property-based Testing within ML Projects: an Empirical Study
NIER Paper
New Ideas and Emerging Results Track
Cindy Wauters
Vrije Universiteit Brussel
,
Coen De Roover
Vrije Universiteit Brussel
Pre-print
15:55
15m
Toward Debugging Deep Reinforcement Learning Programs with RLExplorer
Research Track Paper
Research Track
Rached Bouchoucha
Polytechnique Montréal
,
Ahmed Haj Yahmed
École Polytechnique de Montréal
,
Darshan Patil
,
Janarthanan Rajendran
,
Amin Nikanjam
École Polytechnique de Montréal
,
Sarath Chandar
Polytechnique Montréal
,
Foutse Khomh
Polytechnique Montréal
16:10
15m
Ghost Echoes Revealed: Benchmarking Maintainability Metrics and Machine Learning Predictions Against Human Assessments
Industry Track Paper
Industry Track
Markus Borg
CodeScene
,
Marwa Ezzouhri
University of Clermont Auvergne
,
Adam Tornhill
Codescene AB
Pre-print
16:25
10m
RetypeR: Integrated Retrieval-based Automatic Program Repair for Python Type Errors
Research Track Paper
Research Track
Sichong Hao
Faculty of Computing, Harbin Institute of Technology
,
Xianjun Shi
,
Hongwei Liu
Faculty of Computing, Harbin Institute of Technology
16:35
10m
OPass: Orchestrating TVM's Passes for Lowering Memory Footprints of Computation Graphs
Research Track Paper
Research Track
Pengbo Nie
Shanghai Jiao Tong University
,
Zihan Wang
Shanghai Jiao Tong University
,
Chengcheng Wan
East China Normal University
,
Ziyi Lin
Alibaba Group
,
He Jiang
Dalian University of Technology
,
Jianjun Zhao
Kyushu University
,
Yuting Chen
Shanghai Jiao Tong University
x
Mon 9 Dec 11:24