ICSME 2024
Sun 6 - Fri 11 October 2024

Fri 11 Oct

Displayed time zone: Mountain Time (US & Canada) change

10:30 - 12:00
Session 12: Machine Learning in Software EngineeringTool Demo Track / Research Track / New Ideas and Emerging Results Track / Registered Reports Track at Abineau
Chair(s): Mohammed Sayagh ETS Montreal, University of Quebec
10:30
15m
Can We Do Better with What We Have Done? Unveiling the Potential of ML Pipeline in NotebooksResearch Track Paper
Research Track
Yuangan Zou , Xinpeng Shan , Shiqi Tan , Shurui Zhou University of Toronto
10:45
10m
MergeRepair: Merging Task-Specific Adapters in Code LLMs for Automated Program RepairRegistered Reports Paper
Registered Reports Track
Meghdad Dehghan University of British Columbia, Jie JW Wu University of British Columbia (UBC), Fatemeh Hendijani Fard University of British Columbia, Ali Ouni ETS Montreal, University of Quebec
Pre-print
10:55
15m
On the Use of Deep Learning Models for Semantic Clone DetectionResearch Track Paper
Research Track
Subroto Nag Pinku University of Saskatchewan, Debajyoti Mondal , Chanchal K. Roy University of Saskatchewan, Canada
11:10
10m
GlueTest: Testing Code Translation via Language InteroperabilityNIER Paper
New Ideas and Emerging Results Track
Muhammad Salman Abid Cornell University, Mrigank Pawagi Indian Institute of Science, Bengaluru, Sugam Adhikari Islington College, Xuyan Cheng Dickinson College, Ryed Badr University of Illinois Urbana Champaign, Md Wahiduzzaman BRAC University, Vedant Rathi Adlai E Stevenson High School, Ronghui Qi Wuhan University, Choiyin Li Po Leung Kuk Ngan Po Ling College, Lu Liu University of Washington, Rohit Sai Naidu Dublin High School, Licheng Lin Zhejiang University, Que Liu University of Shanghai for Science and Technology, Asif Zubayer Palak BRAC University, Mehzabin Haque University of Dhaka, Xinyu Chen University of Illinois Urbana Champaign, Darko Marinov University of Illinois at Urbana-Champaign, Saikat Dutta Cornell University
11:20
10m
Does Co-Development with AI Assistants Lead to More Maintainable Code? A Registered ReportRegistered Reports Paper
Registered Reports Track
Markus Borg CodeScene, Dave Hewett Equal Experts, Donald Graham Equal Experts, Noric Couderc Lund University, Emma Söderberg Lund University, Luke Church University of Cambridge | Candela Inc, Dave Farley Continuous Delivery
Pre-print
11:30
15m
Leveraging Large Vision-Language Model For Better Automatic Web GUI TestingResearch Track Paper
Research Track
Siyi Wang , Sinan Wang Southern University of Science and Technology, Yujia Fan , Xiaolei Li , Yepang Liu Southern University of Science and Technology
11:45
5m
StackRAG Agent: Improving Developer Answers with Retrieval-Augmented GenerationTool Demo PaperVideo presentation
Tool Demo Track
Davit Abrahamyan University of British Columbia, Fatemeh Hendijani Fard University of British Columbia