ESEC/FSE 2020
28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE 2020)
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28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE 2020), November 8–13, 2020, Virtual Event, USA

ESEC/FSE 2020 – Proceedings

 Contents - Abstracts - Authors
YouTube: ACM SIGSOFT
Twitter: https://twitter.com/fseconf

Frontmatter

Title Page
Message from the Chairs
Committees

Keynotes

Research Papers

Analysis

A Behavioral Notion of Robustness for Software Systems
Changjian Zhang, David Garlan, and Eunsuk Kang
(Carnegie Mellon University, USA)
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ARDiff: Scaling Program Equivalence Checking via Iterative Abstraction and Refinement of Common Code
Sahar Badihi, Faridah Akinotcho, Yi Li, and Julia Rubin
(University of British Columbia, Canada; Nanyang Technological University, Singapore)
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C2S: Translating Natural Language Comments to Formal Program Specifications
Juan Zhai, Yu Shi, Minxue Pan, Guian Zhou, Yongxiang Liu, Chunrong Fang, Shiqing Ma, Lin Tan, and Xiangyu Zhang
(Rutgers University, USA; Purdue University, USA; Nanjing University, China)
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Detecting and Understanding JavaScript Global Identifier Conflicts on the Web
Mingxue Zhang and Wei Meng
(Chinese University of Hong Kong, China)
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Domain-Independent Interprocedural Program Analysis using Block-Abstraction Memoization
Dirk Beyer and Karlheinz Friedberger
(LMU Munich, Germany)
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Flexeme: Untangling Commits Using Lexical Flows
Profir-Petru Pârțachi, Santanu Kumar Dash, Miltiadis Allamanis, and Earl T. Barr
(University College London, UK; University of Surrey, UK; Microsoft Research, UK)
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HISyn: Human Learning-Inspired Natural Language Programming
Zifan Nan, Hui Guan, and Xipeng Shen
(North Carolina State University, USA; University of Massachusetts at Amherst, USA)
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Inductive Program Synthesis over Noisy Data
Shivam Handa and Martin C. Rinard
(Massachusetts Institute of Technology, USA)
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Inherent Vacuity for GR(1) Specifications
Shahar Maoz and Rafi Shalom
(Tel Aviv University, Israel)
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Interval Counterexamples for Loop Invariant Learning
Rongchen Xu, Fei He, and Bow-Yaw Wang
(Tsinghua University, China; Academia Sinica, Taiwan)
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Java Ranger: Statically Summarizing Regions for Efficient Symbolic Execution of Java
Vaibhav Sharma, Soha Hussein, Michael W. Whalen, Stephen McCamant, and Willem Visser
(University of Minnesota, USA; Ain Shams University, Egypt; Stellenbosch University, South Africa)
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JShrink: In-Depth Investigation into Debloating Modern Java Applications
Bobby R. Bruce, Tianyi Zhang, Jaspreet Arora, Guoqing Harry Xu, and Miryung Kim
(University of California at Davis, USA; Harvard University, USA; University of California at Los Angeles, USA)
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Making Symbolic Execution Promising by Learning Aggressive State-Pruning Strategy
Sooyoung Cha and Hakjoo Oh
(Korea University, South Korea)
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Mining Assumptions for Software Components using Machine Learning
Khouloud Gaaloul, Claudio Menghi, Shiva Nejati, Lionel C. Briand, and David Wolfe
(University of Luxembourg, Luxembourg; University of Ottawa, Canada; QRA, Canada)
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Mining Input Grammars from Dynamic Control Flow
Rahul Gopinath, Björn Mathis, and Andreas Zeller
(CISPA, Germany)
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Modular Collaborative Program Analysis in OPAL
Dominik Helm, Florian Kübler, Michael Reif, Michael Eichberg, and Mira Mezini
(TU Darmstadt, Germany)
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Past-Sensitive Pointer Analysis for Symbolic Execution
David Trabish, Timotej Kapus, Noam Rinetzky, and Cristian Cadar
(Tel Aviv University, Israel; Imperial College London, UK)
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TypeWriter: Neural Type Prediction with Search-Based Validation
Michael Pradel, Georgios Gousios, Jason Liu, and Satish Chandra
(University of Stuttgart, Germany; Delft University of Technology, Netherlands; Facebook, USA)
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UBITect: A Precise and Scalable Method to Detect Use-before-Initialization Bugs in Linux Kernel
Yizhuo Zhai, Yu Hao, Hang Zhang, Daimeng Wang, Chengyu Song, Zhiyun Qian, Mohsen Lesani, Srikanth V. Krishnamurthy, and Paul Yu
(University of California at Riverside, USA; U.S. Army Research Laboratory, USA)
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APIs

Exploring How Deprecated Python Library APIs Are (Not) Handled
Jiawei Wang, Li Li, Kui Liu, and Haipeng Cai
(Monash University, Australia; Nanjing University of Aeronautics and Astronautics, China; Washington State University, USA)
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Selecting Third-Party Libraries: The Practitioners’ Perspective
Enrique Larios Vargas, Maurício Aniche, Christoph Treude, Magiel Bruntink, and Georgios Gousios
(Software Improvement Group, Netherlands; Delft University of Technology, Netherlands; University of Adelaide, Australia)
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Cloud / Services

A Principled Approach to GraphQL Query Cost Analysis
Alan Cha, Erik Wittern, Guillaume Baudart, James C. Davis, Louis Mandel, and Jim A. Laredo
(IBM Research, USA; IBM, USA; Purdue University, USA)
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Beware the Evolving ‘Intelligent’ Web Service! An Integration Architecture Tactic to Guard AI-First Components
Alex Cummaudo, Scott Barnett, Rajesh Vasa, John Grundy, and Mohamed Abdelrazek
(Deakin University, Australia; Monash University, Australia)
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Block Public Access: Trust Safety Verification of Access Control Policies
Malik Bouchet, Byron Cook, Bryant Cutler, Anna Druzkina, Andrew Gacek, Liana Hadarean, Ranjit Jhala, Brad Marshall, Dan Peebles, Neha Rungta, Cole Schlesinger, Chriss Stephens, Carsten Varming, and Andy Warfield
(Amazon, USA)
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Efficient Incident Identification from Multi-dimensional Issue Reports via Meta-heuristic Search
Jiazhen Gu, Chuan Luo, Si Qin, Bo Qiao, Qingwei Lin, Hongyu Zhang, Ze Li, Yingnong Dang, Shaowei Cai, Wei Wu, Yangfan Zhou, Murali Chintalapati, and Dongmei Zhang
(Fudan University, China; Microsoft Research, China; University of Newcastle, Australia; Microsoft, USA; Institute of Software at Chinese Academy of Sciences, China; University of Technology Sydney, Australia)
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Identifying Linked Incidents in Large-Scale Online Service Systems
Yujun Chen, Xian Yang, Hang Dong, Xiaoting He, Hongyu Zhang, Qingwei Lin, Junjie Chen, Pu Zhao, Yu Kang, Feng Gao, Zhangwei Xu, and Dongmei Zhang
(Microsoft Research, China; Hong Kong Baptist University, China; Chinese Academy of Sciences, China; University of Newcastle, Australia; Tianjin University, China; Microsoft, USA)
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Real-Time Incident Prediction for Online Service Systems
Nengwen Zhao, Junjie Chen, Zhou Wang, Xiao Peng, Gang Wang, Yong Wu, Fang Zhou, Zhen Feng, Xiaohui Nie, Wenchi Zhang, Kaixin Sui, and Dan Pei
(Tsinghua University, China; Tianjin University, China; BizSeer, China; Beijing University of Posts and Telecommunications, China; EverBright Bank, China)
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Configuration

Configuration Smells in Continuous Delivery Pipelines: A Linter and a Six-Month Study on GitLab
Carmine Vassallo, Sebastian Proksch, Anna Jancso, Harald C. Gall, and Massimiliano Di Penta
(University of Zurich, Switzerland; Delft University of Technology, Netherlands; University of Sannio, Italy)
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Dimensions of Software Configuration: On the Configuration Context in Modern Software Development
Norbert Siegmund, Nicolai Ruckel, and Janet Siegmund
(Leizpig University, Germany; Bauhaus-University Weimar, Germany; Chemnitz University of Technology, Germany)
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Global Cost/Quality Management across Multiple Applications
Liu Liu, Sibren Isaacman, and Ulrich Kremer
(Rutgers University, USA; Loyola University Maryland, USA)
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Understanding and Discovering Software Configuration Dependencies in Cloud and Datacenter Systems
Qingrong Chen, Teng Wang, Owolabi Legunsen, Shanshan Li, and Tianyin Xu
(University of Illinois at Urbana-Champaign, USA; National University of Defense Technology, China; Cornell University, USA)
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Documentation

Docable: Evaluating the Executability of Software Tutorials
Samim Mirhosseini and Chris Parnin
(North Carolina State University, USA)
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RulePad: Interactive Authoring of Checkable Design Rules
Sahar Mehrpour, Thomas D. LaToza, and Hamed Sarvari
(George Mason University, USA)
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Empirical

A First Look at Good First Issues on GitHub
Xin Tan, Minghui Zhou, and Zeyu Sun
(Peking University, China)
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A Randomized Controlled Trial on the Effects of Embedded Computer Language Switching
P. Merlin Uesbeck, Cole S. Peterson, Bonita Sharif, and Andreas Stefik
(University of Nevada at Las Vegas, USA; University of Nebraska-Lincoln, USA)
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A Theory of the Engagement in Open Source Projects via Summer of Code Programs
Jefferson Silva, Igor Wiese, Daniel M. German, Christoph Treude, Marco Aurélio Gerosa, and Igor Steinmacher
(PUC-SP, Brazil; Federal University of Technology Paraná, Brazil; University of Victoria, Canada; University of Adelaide, Australia; Northern Arizona University, USA)
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An Empirical Analysis of the Costs of Clone- and Platform-Oriented Software Reuse
Jacob Krüger and Thorsten Berger
(University of Toronto, Canada; University of Magdeburg, Germany; Chalmers University of Technology, Sweden; University of Gothenburg, Sweden)
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An Empirical Study of Bots in Software Development: Characteristics and Challenges from a Practitioner’s Perspective
Linda Erlenhov, Francisco Gomes de Oliveira Neto, and Philipp Leitner
(Chalmers University of Technology, Sweden; University of Gothenburg, Sweden)
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Biases and Differences in Code Review using Medical Imaging and Eye-Tracking: Genders, Humans, and Machines
Yu Huang, Kevin Leach, Zohreh Sharafi, Nicholas McKay, Tyler Santander, and Westley Weimer
(University of Michigan, USA; University of California at Santa Barbara, USA)
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Community Expectations for Research Artifacts and Evaluation Processes
Ben Hermann, Stefan Winter, and Janet Siegmund
(University of Paderborn, Germany; TU Darmstadt, Germany; TU Chemnitz, Germany)
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Does Stress Impact Technical Interview Performance?
Mahnaz Behroozi, Shivani Shirolkar, Titus Barik, and Chris Parnin
(North Carolina State University, USA; Microsoft, USA)
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Exploring the Evolution of Software Practices
Yvonne Dittrich, Christian Bo Michelsen, Paolo Tell, Pernille Lous, and Allan Ebdrup
(IT University of Copenhagen, Denmark)
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Heard It through the Gitvine: An Empirical Study of Tool Diffusion across the npm Ecosystem
Hemank Lamba, Asher Trockman, Daniel Armanios, Christian Kästner, Heather Miller, and Bogdan Vasilescu
(Carnegie Mellon University, USA)
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Interactive, Effort-Aware Library Version Harmonization
Kaifeng Huang, Bihuan Chen, Bowen Shi, Ying Wang, Congying Xu, and Xin Peng
(Fudan University, China)
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On the Naturalness of Hardware Descriptions
Jaeseong Lee, Pengyu Nie, Junyi Jessy Li, and Milos Gligoric
(University of Texas at Austin, USA)
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On the Relationship between Design Discussions and Design Quality: A Case Study of Apache Projects
Umme Ayda Mannan, Iftekhar Ahmed, Carlos Jensen, and Anita Sarma
(Oregon State University, USA; University of California at Irvine, USA)
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On the Relationship between Refactoring Actions and Bugs: A Differentiated Replication
Massimiliano Di Penta, Gabriele Bavota, and Fiorella Zampetti
(University of Sannio, Italy; USI Lugano, Switzerland)
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Questions for Data Scientists in Software Engineering: A Replication
Hennie Huijgens, Ayushi Rastogi, Ernst Mulders, Georgios Gousios, and Arie van Deursen
(Delft University of Technology, Netherlands)
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Reducing Implicit Gender Biases in Software Development: Does Intergroup Contact Theory Work?
Yi Wang and Min Zhang
(CoCo Labs, USA; East China Normal University, China)
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Robotics Software Engineering: A Perspective from the Service Robotics Domain
Sergio García, Daniel Strüber, Davide Brugali, Thorsten Berger, and Patrizio Pelliccione
(Chalmers University of Technology, Sweden; University of Gothenburg, Sweden; Radboud University Nijmegen, Netherlands; University of Bergamo, Italy; University of L'Aquila, Italy)
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Thinking Aloud about Confusing Code: A Qualitative Investigation of Program Comprehension and Atoms of Confusion
Dan Gopstein, Anne-Laure Fayard, Sven Apel, and Justin Cappos
(New York University, USA; Saarland University, Germany)
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Understanding Build Issue Resolution in Practice: Symptoms and Fix Patterns
Yiling Lou, Zhenpeng Chen, Yanbin Cao, Dan Hao, and Lu Zhang
(Peking University, China)
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Understanding Type Changes in Java
Ameya Ketkar, Nikolaos Tsantalis, and Danny Dig
(Oregon State University, USA; Concordia University, Canada; University of Colorado Boulder, USA)
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Fairness

Do the Machine Learning Models on a Crowd Sourced Platform Exhibit Bias? An Empirical Study on Model Fairness
Sumon Biswas and Hridesh Rajan
(Iowa State University, USA)
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Fairway: A Way to Build Fair ML Software
Joymallya Chakraborty, Suvodeep Majumder, Zhe Yu, and Tim Menzies
(North Carolina State University, USA)
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Towards Automated Verification of Smart Contract Fairness
Ye Liu, Yi Li, Shang-Wei Lin, and Rong Zhao
(Nanyang Technological University, Singapore)
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Fuzzing

Boosting Fuzzer Efficiency: An Information Theoretic Perspective
Marcel Böhme, Valentin J. M. Manès, and Sang Kil Cha
(Monash University, Australia; KAIST, South Korea)
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CrFuzz: Fuzzing Multi-purpose Programs through Input Validation
Suhwan Song, Chengyu Song, Yeongjin Jang, and Byoungyoung Lee
(Seoul National University, South Korea; University of California at Riverside, USA; Oregon State University, USA)
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Detecting Critical Bugs in SMT Solvers Using Blackbox Mutational Fuzzing
Muhammad Numair Mansur, Maria Christakis, Valentin Wüstholz, and Fuyuan Zhang
(MPI-SWS, Germany; ConsenSys, Germany)
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Fuzzing: On the Exponential Cost of Vulnerability Discovery
Marcel Böhme and Brandon Falk
(Monash University, Australia; Gamozo Labs, USA)
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Intelligent REST API Data Fuzzing
Patrice Godefroid, Bo-Yuan Huang, and Marina Polishchuk
(Microsoft Research, USA; Princeton University, USA)
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MTFuzz: Fuzzing with a Multi-task Neural Network
Dongdong She, Rahul Krishna, Lu Yan, Suman Jana, and Baishakhi Ray
(Columbia University, USA; Shanghai Jiao Tong University, China)
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Machine Learning

A Comprehensive Study on Challenges in Deploying Deep Learning Based Software
Zhenpeng Chen, Yanbin Cao, Yuanqiang Liu, Haoyu Wang, Tao Xie, and Xuanzhe Liu
(Peking University, China; Beijing University of Posts and Telecommunications, China)
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AMS: Generating AutoML Search Spaces from Weak Specifications
José P. Cambronero, Jürgen Cito, and Martin C. Rinard
(Massachusetts Institute of Technology, USA; TU Wien, Austria)
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Correlations between Deep Neural Network Model Coverage Criteria and Model Quality
Shenao Yan, Guanhong Tao, Xuwei Liu, Juan Zhai, Shiqing Ma, Lei Xu, and Xiangyu Zhang
(Rutgers University, USA; Purdue University, USA; Nanjing University, China)
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Deep Learning Library Testing via Effective Model Generation
Zan Wang, Ming Yan, Junjie Chen, Shuang Liu, and Dongdi Zhang
(Tianjin University, China)
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DeepSearch: A Simple and Effective Blackbox Attack for Deep Neural Networks
Fuyuan Zhang, Sankalan Pal Chowdhury, and Maria Christakis
(MPI-SWS, Germany)
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DENAS: Automated Rule Generation by Knowledge Extraction from Neural Networks
Simin Chen, Soroush Bateni, Sampath Grandhi, Xiaodi Li, Cong Liu, and Wei Yang
(University of Texas at Dallas, USA)
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Detecting Numerical Bugs in Neural Network Architectures
Yuhao Zhang, Luyao Ren, Liqian Chen, Yingfei Xiong, Shing-Chi Cheung, and Tao Xie
(Peking University, China; National University of Defense Technology, China; Hong Kong University of Science and Technology, China)
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Dynamic Slicing for Deep Neural Networks
Ziqi Zhang, Yuanchun Li, Yao Guo, Xiangqun Chen, and Yunxin Liu
(Peking University, China; Microsoft Research, China)
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Is Neuron Coverage a Meaningful Measure for Testing Deep Neural Networks?
Fabrice Harel-Canada, Lingxiao Wang, Muhammad Ali Gulzar, Quanquan Gu, and Miryung Kim
(University of California at Los Angeles, USA; Virgina Tech, USA)
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Machine Translation Testing via Pathological Invariance
Shashij Gupta, Pinjia He, Clara Meister, and Zhendong Su
(IIT Bombay, India; ETH Zurich, Switzerland)
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Model-Based Exploration of the Frontier of Behaviours for Deep Learning System Testing
Vincenzo Riccio and Paolo Tonella
(USI Lugano, Switzerland)
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On Decomposing a Deep Neural Network into Modules
Rangeet Pan and Hridesh Rajan
(Iowa State University, USA)
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Operational Calibration: Debugging Confidence Errors for DNNs in the Field
Zenan Li, Xiaoxing Ma, Chang Xu, Jingwei Xu, Chun Cao, and Jian Lü
(Nanjing University, China)
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Mobile

All Your App Links Are Belong to Us: Understanding the Threats of Instant Apps Based Attacks
Yutian Tang, Yulei Sui, Haoyu Wang, Xiapu Luo, Hao Zhou, and Zhou Xu
(ShanghaiTech University, China; University of Technology Sydney, Australia; Beijing University of Posts and Telecommunications, China; Hong Kong Polytechnic University, China; Chongqing University, China)
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Automated Construction of Energy Test Oracles for Android
Reyhaneh Jabbarvand, Forough Mehralian, and Sam Malek
(University of Illinois at Urbana-Champaign, USA; University of California at Irvine, USA)
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Borrowing Your Enemy’s Arrows: The Case of Code Reuse in Android via Direct Inter-app Code Invocation
Jun Gao, Li Li, Pingfan Kong, Tegawendé F. Bissyandé, and Jacques Klein
(University of Luxembourg, Luxembourg; Monash University, Australia)
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Static Asynchronous Component Misuse Detection for Android Applications
Linjie Pan, Baoquan Cui, Hao Liu, Jiwei Yan, Siqi Wang, Jun Yan, and Jian Zhang
(Institute of Software at Chinese Academy of Sciences, China; University of Chinese Academy of Sciences, China; Beijing University of Technology, China)
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Performance / QoS

Automatically Identifying Performance Issue Reports with Heuristic Linguistic Patterns
Yutong Zhao, Lu Xiao, Pouria Babvey, Lei Sun, Sunny Wong, Angel A. Martinez, and Xiao Wang
(Stevens Institute of Technology, USA; Analytical Graphics, USA)
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Calm Energy Accounting for Multithreaded Java Applications
Timur Babakol, Anthony Canino, Khaled Mahmoud, Rachit Saxena, and Yu David Liu
(SUNY Binghamton, USA)
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Dynamically Reconfiguring Software Microbenchmarks: Reducing Execution Time without Sacrificing Result Quality
Christoph Laaber, Stefan Würsten, Harald C. Gall, and Philipp Leitner
(University of Zurich, Switzerland; Chalmers University of Technology, Sweden; University of Gothenburg, Sweden)
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Testing Self-Adaptive Software with Probabilistic Guarantees on Performance Metrics
Claudio Mandrioli and Martina Maggio
(Lund University, Sweden; Saarland University, Germany)
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Recommendation

API Method Recommendation via Explicit Matching of Functionality Verb Phrases
Wenkai Xie, Xin Peng, Mingwei Liu, Christoph Treude, Zhenchang Xing, Xiaoxin Zhang, and Wenyun Zhao
(Fudan University, China; University of Adelaide, Australia; Australian National University, Australia)
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Code Recommendation for Exception Handling
Tam Nguyen, Phong Vu, and Tung Nguyen
(Auburn University, USA)
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eQual: Informing Early Design Decisions
Arman Shahbazian, Suhrid Karthik, Yuriy Brun, and Nenad Medvidovic
(University of Southern California, USA; Google, USA; University of Massachusetts at Amherst, USA)
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Recommending Stack Overflow Posts for Fixing Runtime Exceptions using Failure Scenario Matching
Sonal Mahajan, Negarsadat Abolhassani, and Mukul R. Prasad
(Fujitsu Labs, USA; University of Southern California, USA)
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Understanding the Impact of GitHub Suggested Changes on Recommendations between Developers
Chris Brown and Chris Parnin
(North Carolina State University, USA)
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Security

An Evaluation of Methods to Port Legacy Code to SGX Enclaves
Kripa Shanker, Arun Joseph, and Vinod Ganapathy
(IISc Bangalore, India)
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Search-Based Adversarial Testing and Improvement of Constrained Credit Scoring Systems
Salah Ghamizi, Maxime Cordy, Martin Gubri, Mike Papadakis, Andrey Boystov, Yves Le Traon, and Anne Goujon
(University of Luxembourg, Luxembourg; BGL BNP Paribas, Luxembourg)
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SinkFinder: Harvesting Hundreds of Unknown Interesting Function Pairs with Just One Seed
Pan Bian, Bin Liang, Jianjun Huang, Wenchang Shi, Xidong Wang, and Jian Zhang
(Renmin University of China, China; Institute of Software at Chinese Academy of Sciences, China)
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Testing

Baital: An Adaptive Weighted Sampling Approach for Improved t-wise Coverage
Eduard Baranov, Axel Legay, and Kuldeep S. Meel
(Université Catholique de Louvain, Belgium; Aalborg University, Denmark; National University of Singapore, Singapore)
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Cost Measures Matter for Mutation Testing Study Validity
Giovani Guizzo, Federica Sarro, and Mark Harman
(University College London, UK)
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Detecting Optimization Bugs in Database Engines via Non-optimizing Reference Engine Construction
Manuel Rigger and Zhendong Su
(ETH Zurich, Switzerland)
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Efficient Binary-Level Coverage Analysis
M. Ammar Ben Khadra, Dominik Stoffel, and Wolfgang Kunz
(TU Kaiserslautern, Germany)
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Efficiently Finding Higher-Order Mutants
Chu-Pan Wong, Jens Meinicke, Leo Chen, João P. Diniz, Christian Kästner, and Eduardo Figueiredo
(Carnegie Mellon University, USA; Federal University of Minas Gerais, Brazil)
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Evolutionary Improvement of Assertion Oracles
Valerio Terragni, Gunel Jahangirova, Paolo Tonella, and Mauro Pezzè
(USI Lugano, Switzerland; Schaffhausen Institute of Technology, Switzerland)
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FrUITeR: A Framework for Evaluating UI Test Reuse
Yixue Zhao, Justin Chen, Adriana Sejfia, Marcelo Schmitt Laser, Jie Zhang, Federica Sarro, Mark Harman, and Nenad Medvidovic
(University of Southern California, USA; Columbia University, USA; University College London, UK)
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Object Detection for Graphical User Interface: Old Fashioned or Deep Learning or a Combination?
Jieshan Chen, Mulong Xie, Zhenchang Xing, Chunyang Chen, Xiwei Xu, Liming Zhu, and Guoqiang Li
(Australian National University, Australia; Data61 at CSIRO, Australia; Monash University, Australia; UNSW, Australia; Shanghai Jiao Tong University, China)
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Understanding and Automatically Detecting Conflicting Interactions between Smart Home IoT Applications
Rahmadi Trimananda, Seyed Amir Hossein Aqajari, Jason Chuang, Brian Demsky, Guoqing Harry Xu, and Shan Lu
(University of California at Irvine, USA; University of California at Los Angeles, USA; University of Chicago, USA)
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When Does My Program Do This? Learning Circumstances of Software Behavior
Alexander Kampmann, Nikolas Havrikov, Ezekiel O. Soremekun, and Andreas Zeller
(CISPA, Germany)
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Industry Papers

A First Look at the Integration of Machine Learning Models in Complex Autonomous Driving Systems: A Case Study on Apollo
Zi Peng, Jinqiu Yang, Tse-Hsun (Peter) Chen, and Lei Ma
(Concordia University, Canada; Kyushu University, Japan)
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Adapting Bug Prediction Models to Predict Reverted Commits at Wayfair
Alexander Suh
(Wayfair Research, USA)
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Can Microtask Programming Work in Industry?
Shinobu Saito, Yukako Iimura, Emad Aghayi, and Thomas D. LaToza
(NTT, Japan; George Mason University, USA)
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Change Impact Analysis in Simulink Designs of Embedded Systems
Bennett Mackenzie, Vera Pantelic, Gordon Marks, Stephen Wynn-Williams, Gehan Selim, Mark Lawford, Alan Wassyng, Moustapha Diab, and Feisel Weslati
(McMaster University, Canada; FCA, USA)
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Clustering Test Steps in Natural Language toward Automating Test Automation
Linyi Li, Zhenwen Li, Weijie Zhang, Jun Zhou, Pengcheng Wang, Jing Wu, Guanghua He, Xia Zeng, Yuetang Deng, and Tao Xie
(University of Illinois at Urbana-Champaign, USA; Peking University, China; Tencent, China)
Publisher's Version Video Teaser
Efficient Customer Incident Triage via Linking with System Incidents
Jiazhen Gu, Jiaqi Wen, Zijian Wang, Pu Zhao, Chuan Luo, Yu Kang, Yangfan Zhou, Li Yang, Jeffrey Sun, Zhangwei Xu, Bo Qiao, Liqun Li, Qingwei Lin, and Dongmei Zhang
(Fudan University, China; Peking University, China; Microsoft Research, China; Microsoft Azure, USA)
Publisher's Version Video Teaser
Effort-Aware Just-in-Time Defect Identification in Practice: A Case Study at Alibaba
Meng Yan, Xin Xia, Yuanrui Fan, David Lo, Ahmed E. Hassan, and Xindong Zhang
(Chongqing University, China; Monash University, Australia; Zhejiang University, China; Singapore Management University, Singapore; Queen's University, Canada; Alibaba Group, China)
Publisher's Version Video Teaser
Enhancing the Interoperability between Deep Learning Frameworks by Model Conversion
Yu Liu, Cheng Chen, Ru Zhang, Tingting Qin, Xiang Ji, Haoxiang Lin, and Mao Yang
(Microsoft Research, China; National University of Singapore, Singapore; ByteDance, China)
Publisher's Version Video Teaser
Establishing Key Performance Indicators for Measuring Software-Development Processes at a Large Organization
Cem Sürücü, Bianying Song, Jacob Krüger, Gunter Saake, and Thomas Leich
(Volkswagen Financial Services, Germany; University of Magdeburg, Germany; University of Toronto, Canada; Harz University of Applied Sciences, Germany)
Publisher's Version Video Teaser
Estimating GPU Memory Consumption of Deep Learning Models
Yanjie Gao, Yu Liu, Hongyu Zhang, Zhengxian Li, Yonghao Zhu, Haoxiang Lin, and Mao Yang
(Microsoft Research, China; National University of Singapore, Singapore; University of Newcastle, Australia)
Publisher's Version Video Teaser
Exempla Gratis (E.G.): Code Examples for Free
Celeste Barnaby, Koushik Sen, Tianyi Zhang, Elena Glassman, and Satish Chandra
(Facebook, USA; University of California at Berkeley, USA; Harvard University, USA)
Publisher's Version Video Teaser
Fireteam: A Small-Team Development Practice in Industry
He Zhang, Huang Huang, Dong Shao, and Xin Huang
(Nanjing University, China)
Publisher's Version Video Teaser
FREPA: An Automated and Formal Approach to Requirement Modeling and Analysis in Aircraft Control Domain
Jincao Feng, Weikai Miao, Hanyue Zheng, Yihao Huang, Jianwen Li, Zheng Wang, Ting Su, Bin Gu, Geguang Pu, Mengfei Yang, and Jifeng He
(East China Normal University, China; Beijing Institute of Control Engineering, China; Shanghai Trusted Industrial Control Platform, China; China Academy of Space Technology, China)
Publisher's Version Video Teaser
Graph-Based Trace Analysis for Microservice Architecture Understanding and Problem Diagnosis
Xiaofeng Guo, Xin Peng, Hanzhang Wang, Wanxue Li, Huai Jiang, Dan Ding, Tao Xie, and Liangfei Su
(Fudan University, China; eBay, USA; eBay, China)
Publisher's Version Video Teaser
Harvey: A Greybox Fuzzer for Smart Contracts
Valentin Wüstholz and Maria Christakis
(ConsenSys, Germany; MPI-SWS, Germany)
Publisher's Version Video Teaser
How to Mitigate the Incident? An Effective Troubleshooting Guide Recommendation Technique for Online Service Systems
Jiajun Jiang, Weihai Lu, Junjie Chen, Qingwei Lin, Pu Zhao, Yu Kang, Hongyu Zhang, Yingfei Xiong, Feng Gao, Zhangwei Xu, Yingnong Dang, and Dongmei Zhang
(Tianjin University, China; Peking University, China; Microsoft Research, China; University of Newcastle, Australia; Microsoft Azure, USA)
Publisher's Version Video Teaser
Improving Cybersecurity Hygiene through JIT Patching
Frederico Araujo and Teryl Taylor
(IBM Research, USA)
Publisher's Version Video Teaser
IntelliCode Compose: Code Generation using Transformer
Alexey Svyatkovskiy, Shao Kun Deng, Shengyu Fu, and Neel Sundaresan
(Microsoft, USA)
Publisher's Version Video Teaser
Learning to Extract Transaction Function from Requirements: An Industrial Case on Financial Software
Lin Shi, Mingyang Li, Mingzhe Xing, Yawen Wang, Qing Wang, Xinhua Peng, Weimin Liao, Guizhen Pi, and Haiqing Wang
(Institute of Software at Chinese Academy of Sciences, China; University of Chinese Academy of Sciences, China; China Merchants Bank, China; Beijing Software Cost Evaluation Technology Innovation Alliance, China)
Publisher's Version Video Teaser
Online Sports Betting through the Prism of Software Engineering
Gvozden Marinkovic, Nikola Lukic, and Nenad Medvidovic
(PlusPlus NT, USA; University of Southern California, USA)
Publisher's Version Video Teaser
Reducing DNN Labelling Cost using Surprise Adequacy: An Industrial Case Study for Autonomous Driving
Jinhan Kim, Jeongil Ju, Robert Feldt, and Shin Yoo
(KAIST, South Korea; Hyundai Motor Group, South Korea; Chalmers University of Technology, Sweden)
Publisher's Version Video Teaser
Scaling Static Taint Analysis to Industrial SOA Applications: A Case Study at Alibaba
Jie Wang, Yunguang Wu, Gang Zhou, Yiming Yu, Zhenyu Guo, and Yingfei Xiong
(Peking University, China; Ant Group, China; Alibaba Group, China)
Publisher's Version Video Teaser
Towards Intelligent Incident Management: Why We Need It and How We Make It
Zhuangbin Chen, Yu Kang, Liqun Li, Xu Zhang, Hongyu Zhang, Hui Xu, Yangfan Zhou, Li Yang, Jeffrey Sun, Zhangwei Xu, Yingnong Dang, Feng Gao, Pu Zhao, Bo Qiao, Qingwei Lin, Dongmei Zhang, and Michael R. Lyu
(Chinese University of Hong Kong, China; Microsoft Research, China; University of Newcastle, Australia; Fudan University, China; Microsoft Azure, USA)
Publisher's Version Video Teaser
WebRR: Self-Replay Enhanced Robust Record/Replay for Web Application Testing
Zhenyue Long, Guoquan Wu, Xiaojiang Chen, Wei Chen, and Jun Wei
(GuangDong Power Grid, China; Institute of Software at Chinese Academy of Sciences, China; University of Chinese Academy of Sciences, China)
Publisher's Version Video Teaser

Visions and Reflections

Beyond Accuracy: Assessing Software Documentation Quality
Christoph Treude, Justin Middleton, and Thushari Atapattu
(University of Adelaide, Australia; North Carolina State University, USA)
Publisher's Version Video Teaser
Continuous Experimentation on Artificial Intelligence Software: A Research Agenda
Anh Nguyen-Duc and Pekka Abrahamsson
(University of South Eastern Norway, Norway; University of Jyväskylä, Finland)
Publisher's Version Video Teaser
Inferring and Securing Software Configurations using Automated Reasoning
Paul Gazzillo
(University of Central Florida, USA)
Publisher's Version Video Teaser
Next Generation Automated Software Evolution Refactoring at Scale
James Ivers, Ipek Ozkaya, Robert L. Nord, and Chris Seifried
(Carnegie Mellon University, USA)
Publisher's Version Video Teaser
Revealing the Complexity of Automotive Software
Vard Antinyan
(Volvo Cars, Sweden)
Publisher's Version Video Teaser
Software Documentation and Augmented Reality: Love or Arranged Marriage?
Sridhar Chimalakonda and Akhila Sri Manasa Venigalla
(IIT Tirupati, India)
Publisher's Version Video Teaser
Testing Machine Learning Code using Polyhedral Region
Md Sohel Ahmed, Fuyuki Ishikawa, and Mahito Sugiyama
(National Institute of Informatics, Japan)
Publisher's Version Video Teaser
Towards Learning Visual Semantics
Haipeng Cai, Shiv Raj Pant, and Wen Li
(Washington State University, USA)
Publisher's Version Video Teaser

Tool Demonstrations

AlloyMC: Alloy Meets Model Counting
Jiayi Yang, Wenxi Wang, Darko Marinov, and Sarfraz Khurshid
(University of Texas at Austin, USA; University of Illinois at Urbana-Champaign, USA)
Publisher's Version Video Video Teaser
ARCADE: An Extensible Workbench for Architecture Recovery, Change, and Decay Evaluation
Marcelo Schmitt Laser, Nenad Medvidovic, Duc Minh Le, and Joshua Garcia
(University of Southern California, USA; Bloomberg, USA; University of California at Irvine, USA)
Publisher's Version Video Video Teaser Info
BEE: A Tool for Structuring and Analyzing Bug Reports
Yang Song and Oscar Chaparro
(College of William and Mary, USA)
Publisher's Version Video Teaser Info
BugsInPy: A Database of Existing Bugs in Python Programs to Enable Controlled Testing and Debugging Studies
Ratnadira Widyasari, Sheng Qin Sim, Camellia Lok, Haodi Qi, Jack Phan, Qijin Tay, Constance Tan, Fiona Wee, Jodie Ethelda Tan, Yuheng Yieh, Brian Goh, Ferdian Thung, Hong Jin Kang, Thong Hoang, David Lo, and Eng Lieh Ouh
(Singapore Management University, Singapore)
Publisher's Version Video Teaser
CRSG: A Serious Game for Teaching Code Review
Kaan Ünlü, Barış Ardıç, and Eray Tüzün
(Bilkent University, Turkey)
Publisher's Version Video Video Teaser
Dads: Dynamic Slicing Continuously-Running Distributed Programs with Budget Constraints
Xiaoqin Fu, Haipeng Cai, and Li Li
(Washington State University, USA; Monash University, Australia)
Publisher's Version Video Video Teaser Info
DeepCommenter: A Deep Code Comment Generation Tool with Hybrid Lexical and Syntactical Information
Boao Li, Meng Yan, Xin Xia, Xing Hu, Ge Li, and David Lo
(Zhejiang University, China; Chongqing University, China; Monash University, Australia; Peking University, China; Singapore Management University, Singapore)
Publisher's Version Video Video Teaser
DiffTech: A Tool for Differencing Similar Technologies from Question-and-Answer Discussions
Han Wang, Chunyang Chen, Zhenchang Xing, and John Grundy
(Monash University, Australia; Australian National University, Australia)
Publisher's Version Video Teaser Info
Enhancing Developer Interactions with Programming Screencasts through Accurate Code Extraction
Lingfeng Bao, Shengyi Pan, Zhenchang Xing, Xin Xia, David Lo, and Xiaohu Yang
(Zhejiang University, China; Zhejiang University of Technology, China; Australian National University, Australia; Monash University, Australia; Singapore Management University, Singapore)
Publisher's Version Video Video Teaser
JITO: A Tool for Just-in-Time Defect Identification and Localization
Fangcheng Qiu, Meng Yan, Xin Xia, Xinyu Wang, Yuanrui Fan, Ahmed E. Hassan, and David Lo
(Zhejiang University, China; Chongqing University, China; Monash University, Australia; Queen's University, Canada; Singapore Management University, Singapore)
Publisher's Version Video Video Teaser
LibComp: An IntelliJ Plugin for Comparing Java Libraries
Rehab El-Hajj and Sarah Nadi
(University of Alberta, Canada)
Publisher's Version Video Video Teaser Info
MCBAT: A Practical Tool for Model Counting Constraints on Bounded Integer Arrays
Abtin Molavi, Mara Downing, Tommy Schneider, and Lucas Bang
(Harvey Mudd College, USA)
Publisher's Version Video Video
ModCon: A Model-Based Testing Platform for Smart Contracts
Ye Liu, Yi Li, Shang-Wei Lin, and Qiang Yan
(Nanyang Technological University, Singapore; WeBank, China)
Publisher's Version Video Teaser
Mono2Micro: An AI-Based Toolchain for Evolving Monolithic Enterprise Applications to a Microservice Architecture
Anup K. Kalia, Jin Xiao, Chen Lin, Saurabh Sinha, John Rofrano, Maja Vukovic, and Debasish Banerjee
(IBM Research, USA; IBM, USA)
Publisher's Version Video Teaser
MutAPK 2.0: A Tool for Reducing Mutation Testing Effort of Android Apps
Camilo Escobar-Velásquez, Diego Riveros, and Mario Linares-Vásquez
(University of Los Andes, Colombia)
Publisher's Version Video Video Teaser Info
PAClab: A Program Analysis Collaboratory
Rebecca Brunner, Robert Dyer, Maria Paquin, and Elena Sherman
(Bowling Green State University, USA; Boise State University, USA)
Publisher's Version Video Teaser
PCA: Memory Leak Detection using Partial Call-Path Analysis
Wen Li, Haipeng Cai, Yulei Sui, and David Manz
(Washington State University, USA; University of Technology Sydney, Australia; Pacific Northwest National Laboratory, USA)
Publisher's Version Video Video Teaser Info
PRF: A Framework for Building Automatic Program Repair Prototypes for JVM-Based Languages
Ali Ghanbari and Andrian Marcus
(University of Texas at Dallas, USA)
Publisher's Version Video Video Teaser Info
PRODeep: A Platform for Robustness Verification of Deep Neural Networks
Renjue Li, Jianlin Li, Cheng-Chao Huang, Pengfei Yang, Xiaowei Huang, Lijun Zhang, Bai Xue, and Holger Hermanns
(Institute of Software at Chinese Academy of Sciences, China; University of Chinese Academy of Sciences, China; Institute of Intelligent Software, China; University of Liverpool, UK; Saarland University, Germany)
Publisher's Version Video Teaser
SVMRanker: A General Termination Analysis Framework of Loop Programs via SVM
Xie Li, Yi Li, Yong Li, Xuechao Sun, Andrea Turrini, and Lijun Zhang
(Institute of Software at Chinese Academy of Sciences, China; University of Chinese Academy of Sciences, China; Chongqing Institute of Green and Intelligent Technology at Chinese Academy of Sciences, China)
Publisher's Version Teaser
SWAN: A Static Analysis Framework for Swift
Daniil Tiganov, Jeff Cho, Karim Ali, and Julian Dolby
(University of Alberta, Canada; IBM Research, USA)
Publisher's Version Video Video Teaser
Threshy: Supporting Safe Usage of Intelligent Web Services
Alex Cummaudo, Scott Barnett, Rajesh Vasa, and John Grundy
(Deakin University, Australia; Monash University, Australia)
Publisher's Version Video Video Teaser
tsDetect: An Open Source Test Smells Detection Tool
Anthony Peruma, Khalid Almalki, Christian D. Newman, Mohamed Wiem Mkaouer, Ali Ouni, and Fabio Palomba
(Rochester Institute of Technology, USA; ETS, Canada; University of Quebec, Canada; University of Salerno, Italy)
Publisher's Version Video Video Teaser Info
UIED: A Hybrid Tool for GUI Element Detection
Mulong Xie, Sidong Feng, Zhenchang Xing, Jieshan Chen, and Chunyang Chen
(Australian National University, Australia; Monash University, Australia)
Publisher's Version Video Teaser Info
UIScreens: Extracting User Interface Screens from Mobile Programming Video Tutorials
Mohammad Alahmadi, Ahmad Tayeb, Abdulkarim Khormi, Esteban Parra, and Sonia Haiduc
(Florida State University, USA)
Publisher's Version Video Video Teaser Info
WebJShrink: A Web Service for Debloating Java Bytecode
Konner Macias, Mihir Mathur, Bobby R. Bruce, Tianyi Zhang, and Miryung Kim
(University of California at Los Angeles, USA; Harvard University, USA)
Publisher's Version Published Artifact Video Video Teaser Info Artifacts Available

Doctoral Symposium

Assisting the Elite-Driven Open Source Development through Activity Data
Zhendong Wang
(University of California at Irvine, USA)
Publisher's Version Video Teaser
Enhancing Developers’ Support on Pull Requests Activities with Software Bots
Mairieli Wessel
(University of São Paulo, Brazil)
Publisher's Version Teaser
Machine Learning Based Test Data Generation for Safety-Critical Software
Ján Čegiň
(Kempelen Institute of Intelligent Technologies, Slovakia)
Publisher's Version Video Teaser
Reusing Software Engineering Knowledge from Developer Communication
Camila Mariane Costa Silva
(University of Canterbury, New Zealand)
Publisher's Version Video Teaser
Towards Transferring Lean Software Startup Practices in Software Engineering Education
Orges Cico
(NTNU, Norway)
Publisher's Version Video Teaser

Student Research Competition

Attention Tracking for Developers
Rozaliya Amirova
(Innopolis University, Russia)
Publisher's Version Video Teaser
Impact of Programming Languages on Energy Consumption for Mobile Devices
Zamira Kholmatova
(Innopolis University, Russia)
Publisher's Version Video Teaser
Recommender Systems: Metric Suggestion Mechanisms Applied to Adaptable Software Dashboards
Dragos Strugar
(Innopolis University, Russia)
Publisher's Version Video Teaser
Repairing Confusion and Bias Errors for DNN-Based Image Classifiers
Yuchi Tian
(Columbia University, USA)
Publisher's Version Video Teaser
Synthesizing Correct Code for Machine Learning Programs
Joshua Gisi
(North Dakota State University, USA)
Publisher's Version Video Teaser

Journal-First Papers

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