SEA4DQ 2024
Mon 15 - Fri 19 July 2024 Porto de Galinhas, Brazil, Brazil
co-located with FSE 2024
VenueHotel Armação
Room namePitomba
Floor0
Capacity105
Room InformationNo extra information available
Program

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Tue 16 Jul

Displayed time zone: Brasilia, Distrito Federal, Brazil change

09:00 - 10:30
Opening & Academic KeynoteMODAL@FSE at Pitomba
Chair(s): Wing Lam George Mason University
09:30
15m
Day opening
Welcome ceremony
MODAL@FSE

09:45
45m
Keynote
Keynote: Ting Su
MODAL@FSE
Ting Su East China Normal University
11:00 - 12:30
Lightning Talks & Program Analysis PanelMODAL@FSE at Pitomba
Chair(s): Wei Yang University of Texas at Dallas
11:00
45m
Talk
Lightning (5-10 min.) Talks - All Participants
MODAL@FSE

11:45
45m
Panel
Panel: Program Analysis for Mobile Apps
MODAL@FSE
Tien N. Nguyen University of Texas at Dallas, Ting Su East China Normal University, Zhendong Su ETH Zurich
14:00 - 15:30
Keynote & Mobile Testing PanelMODAL@FSE at Pitomba
Chair(s): Wei Yang University of Texas at Dallas
14:00
45m
Keynote
Keynote
MODAL@FSE
Xin Xia Huawei Technologies
14:45
45m
Panel
Panel: Mobile Testing
MODAL@FSE
Alessandra Gorla IMDEA Software Institute, Jingling Sun University of Electronic Science and Technology of China, Xiangyu Zhang Purdue University
16:00 - 18:00
Community Infrastructure Panel & ClosingMODAL@FSE at Pitomba
Chair(s): Wing Lam George Mason University
16:00
45m
Panel
Panel: Community Dataset and Infrastructure
MODAL@FSE
Oscar Chaparro William & Mary, Shane McIntosh University of Waterloo, Xin Xia Huawei Technologies
16:45
15m
Day closing
Closing discussions
MODAL@FSE

Wed 17 Jul

Displayed time zone: Brasilia, Distrito Federal, Brazil change

11:00 - 12:30
Code Search and CompletionFSE Industry Papers / FSE Research Papers at Pitomba
Chair(s): Akond Rahman Auburn University
11:00
18m
Talk
Leveraging Large Language Models for the Auto-remediation of Microservice Applications - An Experimental Study
FSE Industry Papers
Komal Sarda York University, Zakeya Namrud York University, Marin Litoiu York University, Canada, Larisa Shwartz IBM T.J. Watson Research, Ian Watts IBM Canada
11:18
18m
Talk
CodePlan: Repository-level Coding using LLMs and Planning
FSE Research Papers
Ramakrishna Bairi Microsoft Research, India, Atharv Sonwane Microsoft Research, India, Aditya Kanade Microsoft Research, India, Vageesh D C Microsoft Research, India, Arun Iyer Microsoft Research, India, Suresh Parthasarathy Microsoft Research, India, Sriram Rajamani Microsoft Research Indua, B. Ashok Microsoft Research. India, Shashank Shet Microsoft Research. India
11:36
18m
Talk
An Empirical Study of Code Search in Intelligent Coding Assistant: Perceptions, Expectations, and Directions
FSE Industry Papers
Chao Liu Chongqing University, Xindong Zhang Alibaba Cloud Computing Co. Ltd., Hongyu Zhang Chongqing University, Zhiyuan Wan Zhejiang University, Zhan Huang Chongqing University, Meng Yan Chongqing University
11:54
18m
Talk
DeciX: Explain Deep Learning Based Code Generation Applications
FSE Research Papers
Simin Chen University of Texas at Dallas, Zexin Li University of California, Riverside, Wei Yang University of Texas at Dallas, Cong Liu University of California, Riverside
12:12
18m
Talk
IRCoCo: Immediate Rewards-Guided Deep Reinforcement Learning for Code Completion
FSE Research Papers
Bolun Li Shandong Normal University, Zhihong Sun Shandong Normal University, Tao Huang Shandong Normal University, Hongyu Zhang Chongqing University, Yao Wan Huazhong University of Science and Technology, Chen Lyu Shandong Normal University, Ge Li Peking University, Zhi Jin Peking University
14:00 - 15:30
AI4SE 1FSE Research Papers at Pitomba
Chair(s): Mauro Pezze USI Università della Svizzera Italiana & SIT Schaffhausen Institute of Technology
14:00
18m
Talk
Are Human Rules Necessary? Generating Reusable APIs with CoT Reasoning and In-context Learning
FSE Research Papers
Yubo Mai Zhejiang University, Zhipeng Gao Shanghai Institute for Advanced Study - Zhejiang University, Xing Hu Zhejiang University, Lingfeng Bao Zhejiang University, Yu Liu Zhejiang University, JianLing Sun Zhejiang University
14:18
18m
Talk
CodeArt: Better Code Models by Attention Regularization When Symbols Are Lacking
FSE Research Papers
Zian Su Purdue University, Xiangzhe Xu Purdue University, Ziyang Huang Purdue University, Zhuo Zhang Purdue University, Yapeng Ye Purdue University, Jianjun Huang Renmin University of China, Xiangyu Zhang Purdue University
14:36
18m
Talk
Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs
FSE Research Papers
Yanfu Yan William & Mary, Nathan Cooper William & Mary, Kevin Moran University of Central Florida, Gabriele Bavota Software Institute @ Università della Svizzera Italiana, Denys Poshyvanyk William & Mary, Steve Rich Cisco Systems
14:54
18m
Talk
Exploring and Unleashing the Power of Large Language Models in Automated Code Translation
FSE Research Papers
Zhen Yang Shandong University, Fang Liu Beihang University, Zhongxing Yu Shandong University, Jacky Keung City University of Hong Kong, Jia Li Peking University, Shuo Liu City University of Hong Kong, Hong Yifan City University of Hong Kong, Xiaoxue Ma City University of Hong Kong, Zhi Jin Peking University, Ge Li Peking University
Pre-print
15:12
18m
Talk
Glitch Tokens in Large Language Models: Categorization Taxonomy and Effective Detection
FSE Research Papers
Yuxi Li Huazhong University of Science and Technology, Yi Liu Nanyang Technological University, Gelei Deng Nanyang Technological University, Ying Zhang Virginia Tech, Wenjia Song Virginia Tech, Ling Shi Nanyang Technological University, Kailong Wang Huazhong University of Science and Technology, Yuekang Li The University of New South Wales, Yang Liu Nanyang Technological University, Haoyu Wang Huazhong University of Science and Technology
16:00 - 18:00
AI4SE 2FSE Industry Papers / FSE Research Papers at Pitomba
Chair(s): Jingyue Li Norwegian University of Science and Technology (NTNU)
16:00
18m
Talk
MonitorAssistant: Simplifying Cloud Service Monitoring via Large Language Models
FSE Industry Papers
Zhaoyang Yu Tsinghua University, Minghua Ma Microsoft Research, Chaoyun Zhang Microsoft, Si Qin Microsoft Research, Yu Kang Microsoft Research, Chetan Bansal Microsoft Research, Saravan Rajmohan Microsoft, Yingnong Dang Microsoft Azure, Changhua Pei Computer Network Information Center at Chinese Academy of Sciences, Dan Pei Tsinghua University, Qingwei Lin Microsoft, Dongmei Zhang Microsoft Research
16:18
18m
Talk
Code-Aware Prompting: A study of Coverage guided Test Generation in Regression Setting using LLM
FSE Research Papers
Gabriel Ryan Columbia University, Siddhartha Jain AWS AI Labs, Mingyue Shang AWS AI Labs, Shiqi Wang AWS AI Labs, Xiaofei Ma AWS AI Labs, Murali Krishna Ramanathan AWS AI Labs, Baishakhi Ray Columbia University, New York; AWS AI Lab
16:36
18m
Talk
A Machine Learning-Based Error Mitigation Approach for Reliable Software Development on IBM’s Quantum Computers
FSE Industry Papers
Asmar Muqeet Simula Research Laboratory and University of Oslo, Shaukat Ali Simula Research Laboratory and Oslo Metropolitan University, Tao Yue Beihang University, Paolo Arcaini National Institute of Informatics
16:54
18m
Talk
Multi-line AI-assisted Code Authoring
FSE Industry Papers
Omer Dunay Meta Platforms, Inc., Daniel Cheng Meta Platforms Inc., Adam Tait Meta Platforms, Inc., Parth Thakkar Meta Platforms, Inc., Peter C Rigby Meta / Concordia University, Andy Chiu Meta Platforms, Inc., Imad Ahmad Meta Platforms, Inc., Arun Ganesan Meta Platforms, Inc., Chandra Sekhar Maddila Meta Platforms, Inc., Vijayaraghavan Murali Meta Platforms Inc., Ali Tayyebi Meta Platforms Inc., Nachiappan Nagappan Meta Platforms, Inc.
17:12
18m
Talk
Combating Missed Recalls in E-commerce Search: a CoT-prompting Testing Approach
FSE Industry Papers
Shengnan Wu School of Computer Science, Fudan University, Yongxiang Hu Fudan University, Yingchuan Wang School of Computer Science, Fudan University, Jiazhen Gu The Chinese University of Hong Kong, Jin Meng Meituan Inc., Liujie Fan Meituan Inc., Zhongshi Luan Meituan Inc., Xin Wang Fudan University, Yangfan Zhou Fudan University
Pre-print
17:30
18m
Talk
Automated Unit Test Improvement using Large Language Models at Meta
FSE Industry Papers
Mark Harman Meta Platforms, Inc. and UCL, Jubin Chheda Meta platforms, Anastasia Finogenova Meta platforms, Inna Harper Meta, Alexandru Marginean Meta platforms, Shubho Sengupta Meta platforms, Eddy Wang Meta platforms, Nadia Alshahwan Meta Platforms, Beliz Gokkaya Meta Platforms

Thu 18 Jul

Displayed time zone: Brasilia, Distrito Federal, Brazil change

11:00 - 12:30
Software Maintenance and Comprehension 2FSE Research Papers at Pitomba
Chair(s): Denys Poshyvanyk William & Mary
11:00
18m
Talk
Bloat beneath Python's Scales: A Fine-Grained Inter-Project Dependency Analysis
FSE Research Papers
Georgios-Petros Drosos ETH Zurich, Thodoris Sotiropoulos ETH Zurich, Diomidis Spinellis Athens University of Economics and Business & Delft University of Technology, Dimitris Mitropoulos University of Athens
DOI Pre-print
11:18
18m
Research paper
Characterizing Python Library Migrations
FSE Research Papers
Mohayeminul Islam University of Alberta, Ajay Jha North Dakota State University, Ildar Akhmetov Northeastern University, Sarah Nadi New York University Abu Dhabi, University of Alberta
DOI Pre-print
11:36
18m
Talk
PyRadar: Towards Automatically Retrieving and Validating Source Code Repository Information for PyPI Packages
FSE Research Papers
Kai Gao University of Science and Technology Beijing, Weiwei Xu Peking University, Wenhao Yang Peking University, Minghui Zhou Peking University
DOI Pre-print
11:54
18m
Talk
Refactoring to Pythonic Idioms: A Hybrid Knowledge-Driven Approach Leveraging Large Language Models
FSE Research Papers
zejun zhang Australian National University, Zhenchang Xing CSIRO's Data61, Xiaoxue Ren Zhejiang University, Qinghua Lu Data61, CSIRO, Xiwei (Sherry) Xu Data61, CSIRO
12:12
18m
Talk
Dependency-Induced Waste in Continuous Integration: An Empirical Study of Unused Dependencies in the NPM Ecosystem
FSE Research Papers
Nimmi Weeraddana University of Waterloo, Mahmoud Alfadel University of Waterloo, Shane McIntosh University of Waterloo
DOI Pre-print
14:00 - 15:30
Software Maintenance and Comprehension 3FSE Research Papers / FSE Journal First at Pitomba
Chair(s): Xin Xia Huawei Technologies
14:00
18m
Talk
Revealing Software Development Work Patterns with PR-Issue Graph Topologies
FSE Research Papers
Cleidson de Souza Federal University of Pará, Brazil, Emilie Ma University of British Columbia, Jesse Wong University of British Columbia, Dongwook Yoon University of British Columbia, Ivan Beschastnikh University of British Columbia
14:18
18m
Talk
Using acceptance tests to predict merge conflict risk
FSE Journal First
Thaís Rocha UFAPE - Universidade Federal do Agreste de Pernambuco, Paulo Borba Federal University of Pernambuco
Pre-print
14:36
18m
Talk
Generative AI for Pull Request Descriptions: Adoption, Impact, and Developer Interventions
FSE Research Papers
Tao Xiao Nara Institute of Science and Technology, Hideaki Hata Shinshu University, Christoph Treude Singapore Management University, Kenichi Matsumoto Nara Institute of Science and Technology
Pre-print Media Attached
14:54
18m
Talk
SimLLM: Measuring Semantic Similarity in Code Summaries Using a Large Language Model-Based Approach
FSE Research Papers
Xin Jin Meta, Zhiqiang Lin The Ohio State University
15:12
18m
Talk
Sharing Software-Evolution Datasets: Practices, Challenges, and Recommendations
FSE Research Papers
David Broneske DZHW Hannover, Germany, Sebastian Kittan Otto-von-Guericke Unviersity Magdeburg, Germany, Jacob Krüger Eindhoven University of Technology
16:00 - 18:00
AI4SE 3FSE Industry Papers / FSE Demonstrations / FSE Journal First at Pitomba
Chair(s): Maliheh Izadi Delft University of Technology
16:00
18m
Talk
Rethinking Software Engineering in the Era of Foundation Models
FSE Industry Papers
Ahmed E. Hassan Queen’s University, Dayi Lin Centre for Software Excellence, Huawei Canada, Gopi Krishnan Rajbahadur Centre for Software Excellence, Huawei, Canada, Keheliya Gallaba Centre for Software Excellence, Huawei Canada, Filipe Cogo Centre for Software Excellence, Huawei Canada, Boyuan Chen Centre for Software Excellence, Huawei Canada, Haoxiang Zhang Huawei, Kishanthan Thangarajah Centre for Software Excellence, Huawei Canada, Gustavo Oliva Centre for Software Excellence, Huawei Canada, Jiahuei (Justina) Lin Centre for Software Excellence, Huawei Canada, Wali Mohammad Abdullah Centre for Software Excellence, Huawei Canada, Zhen Ming (Jack) Jiang York University
16:18
18m
Talk
LM-PACE: Confidence Estimation by Large Language Models for Effective Root Causing of Cloud Incidents
FSE Industry Papers
Shizhuo Zhang University of Illinois Urbana-Champaign, Xuchao Zhang Microsoft, Chetan Bansal Microsoft Research, Pedro Las-Casas Microsoft, Rodrigo Fonseca Microsoft Research, Saravan Rajmohan Microsoft
16:36
18m
Talk
Application of Quantum Extreme Learning Machines for QoS Prediction of Elevators' Software in an Industrial Context
FSE Industry Papers
Xinyi Wang Simula Research Laboratory and University of Oslo, Shaukat Ali Simula Research Laboratory and Oslo Metropolitan University, Aitor Arrieta Mondragon University, Paolo Arcaini National Institute of Informatics , Maite Arratibel Orona
16:54
18m
Talk
X-lifecycle Learning for Cloud Incident Management using LLMs
FSE Industry Papers
Drishti Goel Microsoft, Fiza Husain Microsoft, Aditya Kumar Singh Microsoft, Supriyo Ghosh Microsoft, Anjaly Parayil Microsoft, Chetan Bansal Microsoft Research, Xuchao Zhang Microsoft, Saravan Rajmohan Microsoft
Media Attached
17:12
18m
Talk
Neat: Mobile App Layout Similarity Comparison based on Graph Convolutional Networks
FSE Industry Papers
Zhu Tao ByteDance, Yongqiang Gao ByteDance, Jiayi Qi ByteDance, Chao Peng ByteDance, China, Qinyun Wu Bytedance Ltd., Xiang Chen ByteDance, Ping Yang Bytedance Network Technology
17:30
18m
Talk
Transformers and Meta-Tokenization in Sentiment Analysis for Software Engineering
FSE Journal First
Nathan Cassee Eindhoven University of Technology, Andrei Agaronian Eindhoven University of Technology, Eleni Constantinou University of Cyprus, Nicole Novielli University of Bari, Alexander Serebrenik Eindhoven University of Technology
17:48
9m
Talk
EM-Assist: Safe automated ExtractMethod refactoring with LLMs
FSE Demonstrations
Dorin Pomian University of Colorado Boulder, Abhiram Bellur University of Colorado Boulder, Malinda Dilhara University of Colorado Boulder, Zarina Kurbatova JetBrains Research, Egor Bogomolov JetBrains Research, Andrey Sokolov JetBrains Research, Timofey Bryksin JetBrains Research, Danny Dig University of Colorado Boulder, JetBrains Research
Pre-print

Fri 19 Jul

Displayed time zone: Brasilia, Distrito Federal, Brazil change

11:00 - 12:30
AI4SE 4 FSE Research Papers at Pitomba
Chair(s): Wesley Assunção North Carolina State University
11:00
18m
Talk
Improving the Learning of Code Review Successive Tasks with Cross-Task Knowledge DistillationDistinguished Paper Award
FSE Research Papers
Oussama Ben Sghaier DIRO, Université de Montréal, Houari Sahraoui DIRO, Université de Montréal
11:18
18m
Talk
Learning to Detect and Localize Multilingual Bugs
FSE Research Papers
Haoran Yang Washington State University, Yu Nong Washington State University, Tao Zhang Macau University of Science and Technology, Xiapu Luo The Hong Kong Polytechnic University, Haipeng Cai Washington State University
DOI Pre-print
11:36
18m
Talk
Mining Action Rules for Defect Reduction Planning
FSE Research Papers
Khouloud Oueslati Polytechnique Montréal, Canada, Gabriel Laberge Polytechnique Montréal, Canada, Maxime Lamothe Polytechnique Montreal, Foutse Khomh Polytechnique Montréal
11:54
18m
Talk
Predicting Failures of Autoscaling Distributed Applications
FSE Research Papers
Giovanni Denaro University of Milano - Bicocca, Noura El Moussa USI Università della Svizzera Italiana & SIT Schaffhausen Institute of Technology, Rahim Heydarov USI Università della Svizzera Italiana, Francesco Lomio SIT Schaffhausen Institute of Technology, Mauro Pezze USI Università della Svizzera Italiana & SIT Schaffhausen Institute of Technology, Ketai Qiu USI Università della Svizzera Italiana
DOI Pre-print
12:12
18m
Talk
RavenBuild: Context, Relevance, and Dependency Aware Build Outcome Prediction
FSE Research Papers
Gengyi Sun University of Waterloo, Sarra Habchi Ubisoft Montréal, Shane McIntosh University of Waterloo
14:00 - 15:30
Software Maintenance and Comprehension 4FSE Research Papers / FSE Demonstrations / FSE Ideas, Visions and Reflections / FSE Industry Papers at Pitomba
Chair(s): Timo Kehrer University of Bern
14:00
18m
Talk
EyeTrans: Merging Human and Machine Attention for Neural Code Summarization
FSE Research Papers
Yifan Zhang Vanderbilt University, Jiliang Li Vanderbilt University, Zachary Karas Vanderbilt University, Aakash Bansal University of Notre Dame, Toby Jia-Jun Li University of Notre Dame, Collin McMillan University of Notre Dame, Kevin Leach Vanderbilt University, Yu Huang Vanderbilt University
14:18
18m
Talk
Predicting Code Comprehension: A Novel Approach to Align Human Gaze with Code Using Deep Neural Networks
FSE Research Papers
Tarek Alakmeh University of Zurich, David Reich University of Potsdam, Lena Jäger University of Zurich, Thomas Fritz University of Zurich
DOI Pre-print
14:36
18m
Talk
R2I: A Relative Readability Metric for Decompiled Code
FSE Research Papers
Haeun Eom Sungkyunkwan University, Dohee Kim Sungkyunkwan University, Sori Lim Sungkyunkwan University, Hyungjoon Koo Sungkyunkwan University, Sungjae Hwang Sungkyunkwan University
14:54
9m
Talk
CognitIDE: An IDE Plugin for Mapping Physiological Measurements to Source Code
FSE Demonstrations
Fabian Stolp Hasso Plattner Institute, University of Potsdam, Malte Stellmacher Hasso Plattner Institute, University of Potsdam, Bert Arnrich Hasso Plattner Institute, University of Potsdam
Link to publication DOI Media Attached
15:03
9m
Talk
The lion, the ecologist and the plankton: a classification of species in multi-bot ecosystems
FSE Ideas, Visions and Reflections
Dimitrios Platis Neat, Linda Erlenhov Chalmers | University of Gothenburg, Francisco Gomes de Oliveira Neto Chalmers | University of Gothenburg
Link to publication
15:12
18m
Talk
S.C.A.L.E: a CO2-aware Scheduler for OpenShift at ING
FSE Industry Papers
Jurriaan Den Toonder TU Delft & ING, Paul Braakman ING, Thomas Durieux TU Delft

Tue 16 Jul

Displayed time zone: Brasilia, Distrito Federal, Brazil change

Room9:0015304510:0015304511:0015304512:0015304513:0015304514:0015304515:0015304516:00153045
Pitomba
MODAL@FSE
Keynote
14:00 - 14:45

Wed 17 Jul

Displayed time zone: Brasilia, Distrito Federal, Brazil change

Room11:0015304512:0015304513:0015304514:0015304515:0015304516:0015304517:00153045
Pitomba

Thu 18 Jul

Displayed time zone: Brasilia, Distrito Federal, Brazil change

Room11:0015304512:0015304513:0015304514:0015304515:0015304516:0015304517:00153045
Pitomba