ISSTA 2022 - Technical Papers

The ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA) is the leading research symposium on software testing and analysis, bringing together academics, industrial researchers, and practitioners to exchange new ideas, problems, and experience on how to analyze and test software systems.

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Wed 20 Jul
Displayed time zone: Seoul change

01:20 - 02:40	Session 1-1: Oracles, Models, and Measurement DTechnical Papers at ISSTA 1

01:20 20m Talk		Combining Solution Reuse and Bound Tightening for Efficient Analysis of Evolving SystemsACM SIGSOFT Distinguished Paper Technical Papers Clay Stevens University of Nebraska-Lincoln, Hamid Bagheri University of Nebraska-Lincoln DOI
01:40 20m Talk		Evolution-Aware Detection of Order-Dependent Flaky Tests Technical Papers Chengpeng Li University of Texas at Austin, August Shi University of Texas at Austin DOI
02:00 20m Talk		jTrans: Jump-Aware Transformer for Binary Code Similarity Detection Technical Papers Hao Wang Tsinghua University, Wenjie Qu Huazhong University of Science and Technology, Gilad Katz Ben-Gurion University of the Negev, Wenyu Zhu Tsinghua University, Zeyu Gao University of Science and Technology of China, Han Qiu Tsinghua University, Jianwei Zhuge Tsinghua University, Chao Zhang Tsinghua University DOI Pre-print
02:20 20m Talk		On the Use of Evaluation Measures for Defect Prediction Studies Technical Papers Rebecca Moussa University College London, Federica Sarro University College London DOI

01:20 - 02:20	Session 1-2: Test Generation and Mutation ATechnical Papers at ISSTA 2 Chair(s): Raghavan Komondoor IISc Bengaluru

01:20 20m Talk		On the Use of Mutation Analysis For Evaluating Student Test Suite Quality Technical Papers James Perretta Northeastern University, Andrew DeOrio University of Michigan, Arjun Guha Northeastern University, Jonathan Bell Northeastern University DOI
01:40 20m Talk		Automated Test Generation for REST APIs: No Time to Rest Yet Technical Papers Myeongsoo Kim , Qi Xin Wuhan University, Saurabh Sinha IBM Research, Alessandro Orso Georgia Tech DOI
02:00 20m Talk		One Step Further: Evaluating Interpreters Using Metamorphic Testing Technical Papers Ming Fan Xi'an Jiaotong University, Jiali Wei Xi'an Jiaotong University, Wuxia Jin Xi'an Jiaotong University, Zhou Xu Wuhan University, Wenying Wei Xi'an Jiaotong University, Ting Liu Xi'an Jiaotong University DOI

03:00 - 04:00	Session 1-3: Oracles, Models, and Measurement ATechnical Papers at ISSTA 1

03:00 20m Talk		Using Pre-trained Language Models to Resolve Textual and Semantic Merge Conflicts (Experience Paper) Technical Papers Jialu Zhang Yale University, Todd Mytkowicz Microsoft Research, Mike Kaufman Microsoft Corporation, Ruzica Piskac Yale University, Shuvendu Lahiri Microsoft Research DOI
03:20 20m Talk		Metamorphic Relations via Relaxations: An Approach to Obtain Oracles for Action-Policy Testing Technical Papers Hasan Ferit Eniser MPI-SWS, Timo P. Gros Saarland University, Germany, Valentin Wüstholz ConsenSys, Jörg Hoffmann Saarland University and DFKI, Germany, Maria Christakis MPI-SWS DOI Pre-print
03:40 20m Talk		An Extensive Study on Pre-trained Models for Program Understanding and Generation Technical Papers Zhengran Zeng Southern University of Science and Technology, Hanzhuo Tan Southern University of Science and Technology, The Hong Kong Polytechnic University, Haotian Zhang , Jing Li The Hong Kong Polytech University, Yuqun Zhang Southern University of Science and Technology, Lingming Zhang University of Illinois at Urbana-Champaign DOI

03:00 - 04:00	Session 1-4: Smart Contracts ATechnical Papers at ISSTA 2

03:00 20m Talk		eTainter: Detecting Gas-Related Vulnerabilities in Smart Contracts Technical Papers Asem Ghaleb University of British Columbia, Julia Rubin University of British Columbia, Karthik Pattabiraman University of British Columbia DOI
03:20 20m Talk		Park: Accelerating Smart Contract Vulnerability Detection via Parallel-fork Symbolic Execution Technical Papers Peilin Zheng Sun Yat-sen University, Zibin Zheng School of Data and Computer Science, Sun Yat-sen University, Xiapu Luo Hong Kong Polytechnic University DOI
03:40 20m Talk		WASAI: Uncovering Vulnerabilities in Wasm Smart Contracts Technical Papers Weimin Chen The Hong Kong Polytechnic University, Zihan Sun Beijing University of Posts and Telecommunications, Haoyu Wang Huazhong University of Science and Technology, China, Xiapu Luo Hong Kong Polytechnic University, Haipeng Cai Washington State University, USA, Lei Wu Zhejiang University DOI

07:00 - 08:20	Session 2-1: Oracles, Models, and Measurement ETechnical Papers at ISSTA 1 Chair(s): Christoph Csallner University of Texas at Arlington

07:00 20m Talk		On the Use of Evaluation Measures for Defect Prediction Studies Technical Papers Rebecca Moussa University College London, Federica Sarro University College London DOI
07:20 20m Talk		Combining Solution Reuse and Bound Tightening for Efficient Analysis of Evolving SystemsACM SIGSOFT Distinguished Paper Technical Papers Clay Stevens University of Nebraska-Lincoln, Hamid Bagheri University of Nebraska-Lincoln DOI
07:40 20m Talk		Evolution-Aware Detection of Order-Dependent Flaky Tests Technical Papers Chengpeng Li University of Texas at Austin, August Shi University of Texas at Austin DOI
08:00 20m Talk		FDG: A Precise Measurement of Fault Diagnosability Gain of Test Cases Technical Papers Gabin An KAIST, Shin Yoo KAIST DOI Pre-print

07:00 - 08:20	Session 2-2: Neural Networks, Learning, NLP ETechnical Papers at ISSTA 2

07:00 20m Talk		Cross-Lingual Transfer Learning for Statistical Type InferenceACM SIGSOFT Distinguished Paper Technical Papers Zhiming Li Nanyang Technological University, Singapore, Xiaofei Xie Singapore Management University, Singapore, Haoliang Li City University of Hong Kong, Zhengzi Xu Nanyang Technological University, Yi Li Nanyang Technological University, Singapore, Yang Liu Nanyang Technological University DOI
07:20 20m Talk		DocTer: Documentation-Guided Fuzzing for Testing Deep Learning API Functions Technical Papers Danning Xie Purdue University, Yitong Li University of Waterloo, Mijung Kim UNIST, Hung Viet Pham University of Waterloo, Lin Tan Purdue University, Xiangyu Zhang Purdue University, Michael W. Godfrey University of Waterloo, Canada DOI
07:40 20m Talk		HybridRepair: Towards Annotation-Efficient Repair for Deep Learning Models Technical Papers Yu Li The Chinese University of Hong Kong, Muxi Chen The Chinese University of Hong Kong, Xu, Qiang DOI
08:00 20m Talk		Human-in-the-Loop Oracle Learning for Semantic Bugs in String Processing Programs Technical Papers Charaka Geethal Monash University, Thuan Pham The University of Melbourne, Aldeida Aleti Monash University, Marcel Böhme MPI-SP, Germany and Monash University, Australia DOI Pre-print

08:40 - 09:40	Session 2-3: Oracles, Models, and Measurement BTechnical Papers at ISSTA 1

08:40 20m Talk		TELL: Log Level Suggestions via Modeling Multi-level Code Block Information Technical Papers Jiahao Liu National University of Singapore, Jun Zeng National University of Singapore, Xiang Wang University of Science and Technology of China, Kaihang Ji National University of Singapore, Zhenkai Liang National University of Singapore DOI
09:00 20m Talk		Hunting Bugs with Accelerated Optimal Graph Vertex Matching Technical Papers Xiaohui Zhang Renmin University of China, Yuanjun Gong Renmin University of China, Bin Liang Renmin University of China, China, Jianjun Huang Renmin University of China, China, Wei You Renmin University of China, Wenchang Shi Renmin University of China, China, Jian Zhang Institute of Software at Chinese Academy of Sciences, China DOI
09:20 20m Talk		Using Pre-trained Language Models to Resolve Textual and Semantic Merge Conflicts (Experience Paper) Technical Papers Jialu Zhang Yale University, Todd Mytkowicz Microsoft Research, Mike Kaufman Microsoft Corporation, Ruzica Piskac Yale University, Shuvendu Lahiri Microsoft Research DOI

08:40 - 09:40	Session 2-4: Neural Networks, Learning, NLP BTechnical Papers at ISSTA 2

08:40 20m Talk		ASRTest: Automated Testing for Deep-Neural-Network-Driven Speech Recognition Systems Technical Papers Pin Ji Nanjing University, Yang Feng Nanjing University, Jia Liu Nanjing University, Zhihong Zhao Nanjing Tech Unniversity, Zhenyu Chen Nanjing University DOI
09:00 20m Talk		BET: Black-box Efficient Testing for Convolutional Neural Networks Technical Papers Wang Jialai Tsinghua University, Han Qiu Tsinghua University, Yi Rong Tsinghua University, Hengkai Ye Purdue University, Qi Li Tsinghua University, Zongpeng Li Tsinghua University, Chao Zhang Tsinghua University DOI
09:20 20m Talk		Improving Cross-Platform Binary Analysis using Representation Learning via Graph Alignment Technical Papers Geunwoo Kim University of California, Irvine, USA, Sanghyun Hong Oregon State University, Michael Franz University of California, Irvine, Dokyung Song Yonsei University, South Korea DOI

10:00 - 11:00	Session 2-5: Android BTechnical Papers at ISSTA 1 Chair(s): Christoph Csallner University of Texas at Arlington

10:00 20m Talk		Automatically Detecting API-induced Compatibility Issues in Android Apps: A Comparative Analysis (Replicability Study) Technical Papers Pei Liu Monash University, Yanjie Zhao Monash University, Haipeng Cai Washington State University, USA, Mattia Fazzini University of Minnesota, John Grundy Monash University, Li Li Monash University DOI
10:20 20m Talk		PermDroid: Automatically Testing Permission-Related Behaviour of Android Applications Technical Papers Shuaihao Yang Nanjing University of Science and Technology, Zigang Zeng Nanjing University of Science and Technology, Wei Song Nanjing University of Science and Technology DOI
10:40 20m Talk		Detecting and Fixing Data Loss Issues in Android Apps Technical Papers Wunan Guo Fudan University, Zhen Dong Fudan University, China, Liwei Shen Fudan University, Wei Tian Fudan University, Ting Su East China Normal University, Xin Peng Fudan University DOI

10:00 - 10:40	Session 2-6: Concurrency, IoT, Embedded ETechnical Papers at ISSTA 2

10:00 20m Talk		Detecting Multi-Sensor Fusion Errors in Advanced Driver-Assistance Systems Technical Papers Ziyuan Zhong Columbia University, Zhisheng Hu Baidu Security, Shengjian Guo Baidu Security, Xinyang Zhang Baidu Security, Zhenyu Zhong Baidu USA, Baishakhi Ray Columbia University DOI
10:20 20m Talk		Deadlock Prediction via Generalized Dependency Technical Papers Jinpeng Zhou University of Pittsburgh, Hanmei Yang University of Massachusetts Amherst, John Lange Oak Ridge National Lab/University of Pittsburgh, Tongping Liu University of Massachusetts at Amherst DOI

16:20 - 17:40	Session 3-1: Static Analysis and Specifications Testing CTechnical Papers at ISSTA 1 Chair(s): Ding Li Peking University

16:20 20m Talk		A Large-scale Study of Usability Criteria addressed by Static Analysis Tools Technical Papers Marcus Nachtigall Heinz Nixdorf Institute, Paderborn University, Michael Schlichtig Heinz Nixdorf Institute, Paderborn University, Eric Bodden University of Paderborn; Fraunhofer IEM DOI
16:40 20m Talk		An Empirical Study on the Effectiveness of Static C/C++ Analyzers for Vulnerability Detection Technical Papers Stephan Lipp Technical University of Munich, Sebastian Banescu Technical University of Munich, Alexander Pretschner TU Munich DOI Pre-print
17:00 20m Talk		Combining Static Analysis Error Traces with Dynamic Symbolic Execution (Experience Paper) Technical Papers Frank Busse Imperial College London, Pritam Gharat Imperial College London, Cristian Cadar Imperial College London, UK, Alastair F. Donaldson Imperial College London DOI Pre-print
17:20 20m Talk		Path-Sensitive Code Embedding via Contrastive Learning for Software Vulnerability Detection Technical Papers Xiao Cheng University of Technology Sydney, Guanqin Zhang University of Technology Sydney, Haoyu Wang Huazhong University of Science and Technology, China, Yulei Sui University of New South Wales DOI

16:20 - 17:20	Session 3-2: Fuzzing and Friends CTechnical Papers at ISSTA 2 Chair(s): Behnaz Hassanshahi Oracle Labs, Australia

16:20 20m Talk		SnapFuzz: High-Throughput Fuzzing of Network Applications Technical Papers Anastasios Andronidis Imperial College London, UK, Cristian Cadar Imperial College London, UK DOI
16:40 20m Talk		SLIME: Program-sensitive Energy Allocation for Fuzzing Technical Papers Chenyang Lyu Zhejiang University, Hong Liang Zhejiang University, Shouling Ji Zhejiang University, Xuhong Zhang Zhejiang University, Binbin Zhao Georgia Institute of Technology, Meng Han Binjiang Institute of Zhejiang University & Zhejiang University, Yun Li Huawei Technologies Co., Ltd., Zhe Wang State Key Laboratory of Computer Architecture, Institute of Computing Technology, Chinese Academy of Sciences, Wenhai Wang Zhejiang University, Raheem Beyah Georgia Institute of Technology DOI
17:00 20m Talk		Almost Correct Invariants: Synthesizing Inductive Invariants by Fuzzing Proofs Technical Papers Sumit Lahiri Indian Institute Of Technology Kanpur, Subhajit Roy IIT Kanpur, India DOI

18:00 - 19:00	Session 3-3: Test Generation and Mutation CTechnical Papers at ISSTA 1 Chair(s): Stefan Winter LMU Munich

18:00 20m Talk		One Step Further: Evaluating Interpreters Using Metamorphic Testing Technical Papers Ming Fan Xi'an Jiaotong University, Jiali Wei Xi'an Jiaotong University, Wuxia Jin Xi'an Jiaotong University, Zhou Xu Wuhan University, Wenying Wei Xi'an Jiaotong University, Ting Liu Xi'an Jiaotong University DOI
18:20 20m Talk		Test Mimicry to Assess the Exploitability of Library Vulnerabilities Technical Papers Hong Jin Kang Singapore Management University, Singapore, Truong Giang Nguyen School of Computing and Information Systems, Singapore Management University, Xuan Bach D. Le The University of Melbourne, Corina S. Pasareanu Carnegie Mellon University Silicon Valley, NASA Ames Research Center, David Lo Singapore Management University DOI
18:40 20m Talk		RegMiner: Towards Constructing a Large Regression Dataset from Code Evolution History Technical Papers Xuezhi Song Fudan University, Yun Lin National University of Singapore, Siang Hwee Ng National University of Singapore, Yijian Wu Fudan University, Xin Peng Fudan University, Jin Song Dong National University of Singapore, Hong Mei Peking University DOI Pre-print

18:00 - 19:00	Session 3-4: Fuzzing and Friends ETechnical Papers at ISSTA 2 Chair(s): Ding Li Peking University

18:00 20m Talk		Efficient Greybox Fuzzing of Applications in Linux-based IoT Devices via Enhanced User-mode Emulation Technical Papers Yaowen Zheng Nanyang Technological University; Beijing Key Laboratory of IOT Information Security Technology, Institute of Information Engineering, CAS, China;, Yuekang Li Nanyang Technological University, Cen Zhang Nanyang Technological University, Hongsong Zhu Beijing Key Laboratory of IOT Information Security Technology, Institute of Information Engineering, CAS, China; School of Cyber Security, University of Chinese Academy of Sciences, China, Yang Liu Nanyang Technological University, Limin Sun Beijing Key Laboratory of IOT Information Security Technology, Institute of Information Engineering, CAS, China; School of Cyber Security, University of Chinese Academy of Sciences, China DOI
18:20 20m Talk		MDPFuzz: Testing Models Solving Markov Decision Processes Technical Papers Qi Pang HKUST, Yuanyuan Yuan The Hong Kong University of Science and Technology, Shuai Wang Hong Kong University of Science and Technology DOI
18:40 20m Talk		PrIntFuzz: Fuzzing Linux Drivers via Automated Virtual Device Simulation Technical Papers Zheyu Ma , Bodong Zhao Tsinghua University, Letu Ren Department of Computer Science and Technology, Tsinghua University, Zheming Li Tsinghua University, Siqi Ma the University of Queensland, Xiapu Luo Hong Kong Polytechnic University, Chao Zhang Tsinghua University DOI

Thu 21 Jul
Displayed time zone: Seoul change

01:20 - 02:00	Session 1-5: Static Analysis and Specifications Testing DTechnical Papers at ISSTA 1

01:20 20m Talk		Testing Dafny (Experience Paper) Technical Papers Ahmed Irfan Amazon Web Services, Sorawee Porncharoenwase University of Washington, Zvonimir Rakamaric Amazon Web Services, Neha Rungta Amazon Web Services, Emina Torlak Amazon Web Services DOI
01:40 20m Talk		The Raise of Machine Learning Hyperparameter Constraints in Python CodeACM SIGSOFT Distinguished Paper Technical Papers Ingkarat Rak-amnouykit Rensselaer Polytechnic Institute, Ana Milanova Rensselaer Polytechnic Institute, Guillaume Baudart Inria; ENS; PSL University, Martin Hirzel IBM Research, Julian Dolby IBM Research, USA DOI

01:20 - 02:20	Session 1-6: Concurrency, IoT, Embedded ATechnical Papers at ISSTA 2

01:20 20m Talk		A Large-Scale Empirical Analysis of the Vulnerabilities Introduced by Third-party Components in IoT Firmware Technical Papers Binbin Zhao Georgia Institute of Technology, Shouling Ji Zhejiang University, Jiacheng Xu Zhejiang University, Yuan Tian University of Virginia, Qiuyang Wei Zhejiang University, Qinying Wang Zhejiang University, Chenyang Lyu Zhejiang University, Xuhong Zhang Zhejiang University, Changting Lin Binjiang Institute of Zhejiang University, Jingzheng Wu Institute of Software, The Chinese Academy of Sciences, Raheem Beyah Georgia Institute of Technology DOI
01:40 20m Talk		Detecting Multi-Sensor Fusion Errors in Advanced Driver-Assistance Systems Technical Papers Ziyuan Zhong Columbia University, Zhisheng Hu Baidu Security, Shengjian Guo Baidu Security, Xinyang Zhang Baidu Security, Zhenyu Zhong Baidu USA, Baishakhi Ray Columbia University DOI
02:00 20m Talk		Understanding Device Integration Bugs in Smart Home System Technical Papers Tao Wang , Kangkang Zhang Institute of Software Chinese Academy of Sciences, Wei Chen Institute of Software at Chinese Academy of Sciences, China, Wensheng Dou Institute of Software at Chinese Academy of Sciences; University of Chinese Academy of Sciences, Jiaxin Zhu Institute of Software at Chinese Academy of Sciences, China, Jun Wei Institute of Software at Chinese Academy of Sciences; University of Chinese Academy of Sciences, Tao Huang Institute of Software Chinese Academy of Sciences DOI

03:00 - 04:00	Session 1-7: Static Analysis and Specifications Testing ATechnical Papers at ISSTA 1 Chair(s): Raghavan Komondoor IISc Bengaluru

03:00 20m Talk		A Large-scale Study of Usability Criteria addressed by Static Analysis Tools Technical Papers Marcus Nachtigall Heinz Nixdorf Institute, Paderborn University, Michael Schlichtig Heinz Nixdorf Institute, Paderborn University, Eric Bodden University of Paderborn; Fraunhofer IEM DOI
03:20 20m Talk		An Empirical Study on the Effectiveness of Static C/C++ Analyzers for Vulnerability Detection Technical Papers Stephan Lipp Technical University of Munich, Sebastian Banescu Technical University of Munich, Alexander Pretschner TU Munich DOI Pre-print
03:40 20m Talk		Combining Static Analysis Error Traces with Dynamic Symbolic Execution (Experience Paper) Technical Papers Frank Busse Imperial College London, Pritam Gharat Imperial College London, Cristian Cadar Imperial College London, UK, Alastair F. Donaldson Imperial College London DOI Pre-print

03:00 - 03:40	Session 1-8: Concurrency, IoT, Embedded DTechnical Papers at ISSTA 2

03:00 20m Talk		Deadlock Prediction via Generalized Dependency Technical Papers Jinpeng Zhou University of Pittsburgh, Hanmei Yang University of Massachusetts Amherst, John Lange Oak Ridge National Lab/University of Pittsburgh, Tongping Liu University of Massachusetts at Amherst DOI
03:20 20m Talk		Precise and Efficient Atomicity Violation Detection for Interrupt-driven Programs via Staged Path Pruning Technical Papers Chao Li Beijing Institute of Control Engineering and Beijing Sunwise Information Technology Ltd, Rui Chen Beijing Institute of Control Engineering, Boxiang Wang Xidian University and Beijing Sunwise Information Technology Ltd, Tingting Yu Beijing Institute of Control Engineering and Beijing Sunwise Information Technology Ltd, Dongdong Gao Beijing Institute of Control Engineering and Beijing Sunwise Information Technology Ltd, Mengfei Yang China Academy of Space Technology, China DOI

07:00 - 08:00	Session 2-7: Test Generation and Mutation BTechnical Papers at ISSTA 1 Chair(s): Christoph Csallner University of Texas at Arlington

07:00 20m Talk		Automated Test Generation for REST APIs: No Time to Rest Yet Technical Papers Myeongsoo Kim , Qi Xin Wuhan University, Saurabh Sinha IBM Research, Alessandro Orso Georgia Tech DOI
07:20 20m Talk		On the Use of Mutation Analysis For Evaluating Student Test Suite Quality Technical Papers James Perretta Northeastern University, Andrew DeOrio University of Michigan, Arjun Guha Northeastern University, Jonathan Bell Northeastern University DOI
07:40 20m Talk		Test Mimicry to Assess the Exploitability of Library Vulnerabilities Technical Papers Hong Jin Kang Singapore Management University, Singapore, Truong Giang Nguyen School of Computing and Information Systems, Singapore Management University, Xuan Bach D. Le The University of Melbourne, Corina S. Pasareanu Carnegie Mellon University Silicon Valley, NASA Ames Research Center, David Lo Singapore Management University DOI

07:00 - 08:00	Session 2-8: Concurrency, IoT, Embedded BTechnical Papers at ISSTA 2

07:00 20m Talk		A Large-Scale Empirical Analysis of the Vulnerabilities Introduced by Third-party Components in IoT Firmware Technical Papers Binbin Zhao Georgia Institute of Technology, Shouling Ji Zhejiang University, Jiacheng Xu Zhejiang University, Yuan Tian University of Virginia, Qiuyang Wei Zhejiang University, Qinying Wang Zhejiang University, Chenyang Lyu Zhejiang University, Xuhong Zhang Zhejiang University, Changting Lin Binjiang Institute of Zhejiang University, Jingzheng Wu Institute of Software, The Chinese Academy of Sciences, Raheem Beyah Georgia Institute of Technology DOI
07:20 20m Talk		Automated Testing of Image Captioning Systems Technical Papers BoXi Yu The Chinese University of Hong Kong, Shenzhen, Zhiqing Zhong South China University of Technology, Xinran Qin South China University of Technology, Jiayi Yao The Chinese University of Hong Kong, Shenzhen, Yuancheng Wang The Chinese University of Hong Kong, Shenzhen, Pinjia He The Chinese University of Hong Kong, Shenzhen DOI
07:40 20m Talk		LiRTest: Augmenting LiDAR Point Clouds for Automated Testing of Autonomous Driving Systems Technical Papers Guo An Nanjing University, Yang Feng Nanjing University, Zhenyu Chen Nanjing University DOI

08:40 - 09:40	Session 2-9: Test Generation and Mutation DTechnical Papers at ISSTA 1

08:40 20m Talk		Finding Bugs in Gremlin-Based Graph Database Systems via Randomized Differential Testing Technical Papers Yingying Zheng Institute of Software Chinese Academy of Sciences, Wensheng Dou Institute of Software at Chinese Academy of Sciences; University of Chinese Academy of Sciences, Yicheng Wang Institute of Software Chinese Academy of Sciences, Zheng Qin Institute of Software Chinese Academy of Sciences, Lei Tang Institute of Software Chinese Academy of Sciences, Yu Gao Institute of Software, Chinese Academy of Sciences, China, Dong Wang Institute of software, Chinese academy of sciences, Wei Wang , Jun Wei Institute of Software at Chinese Academy of Sciences; University of Chinese Academy of Sciences DOI
09:00 20m Talk		RegMiner: Towards Constructing a Large Regression Dataset from Code Evolution History Technical Papers Xuezhi Song Fudan University, Yun Lin National University of Singapore, Siang Hwee Ng National University of Singapore, Yijian Wu Fudan University, Xin Peng Fudan University, Jin Song Dong National University of Singapore, Hong Mei Peking University DOI Pre-print
09:20 20m Talk		Unicorn: Detect Runtime Error in Time-Series Databases With Hybrid Input Synthesis Technical Papers Zhiyong Wu Tsinghua University, China, Jie Liang School of Software, Tsinghua University, Mingzhe Wang Tsinghua University, Chijin Zhou Tsinghua University, Yu Jiang Tsinghua University DOI

08:40 - 09:40	Session 2-10: Static Analysis and Specifications Testing BTechnical Papers at ISSTA 2 Chair(s): Behnaz Hassanshahi Oracle Labs, Australia

08:40 20m Talk		Path-Sensitive Code Embedding via Contrastive Learning for Software Vulnerability Detection Technical Papers Xiao Cheng University of Technology Sydney, Guanqin Zhang University of Technology Sydney, Haoyu Wang Huazhong University of Science and Technology, China, Yulei Sui University of New South Wales DOI
09:00 20m Talk		Testing Dafny (Experience Paper) Technical Papers Ahmed Irfan Amazon Web Services, Sorawee Porncharoenwase University of Washington, Zvonimir Rakamaric Amazon Web Services, Neha Rungta Amazon Web Services, Emina Torlak Amazon Web Services DOI
09:20 20m Talk		The Raise of Machine Learning Hyperparameter Constraints in Python CodeACM SIGSOFT Distinguished Paper Technical Papers Ingkarat Rak-amnouykit Rensselaer Polytechnic Institute, Ana Milanova Rensselaer Polytechnic Institute, Guillaume Baudart Inria; ENS; PSL University, Martin Hirzel IBM Research, Julian Dolby IBM Research, USA DOI

16:20 - 17:40	Session 3-5: Concurrency, IoT, Embedded CTechnical Papers at ISSTA 1 Chair(s): Stefan Winter LMU Munich

16:20 20m Talk		Understanding Device Integration Bugs in Smart Home System Technical Papers Tao Wang , Kangkang Zhang Institute of Software Chinese Academy of Sciences, Wei Chen Institute of Software at Chinese Academy of Sciences, China, Wensheng Dou Institute of Software at Chinese Academy of Sciences; University of Chinese Academy of Sciences, Jiaxin Zhu Institute of Software at Chinese Academy of Sciences, China, Jun Wei Institute of Software at Chinese Academy of Sciences; University of Chinese Academy of Sciences, Tao Huang Institute of Software Chinese Academy of Sciences DOI
16:40 20m Talk		Automated Testing of Image Captioning Systems Technical Papers BoXi Yu The Chinese University of Hong Kong, Shenzhen, Zhiqing Zhong South China University of Technology, Xinran Qin South China University of Technology, Jiayi Yao The Chinese University of Hong Kong, Shenzhen, Yuancheng Wang The Chinese University of Hong Kong, Shenzhen, Pinjia He The Chinese University of Hong Kong, Shenzhen DOI
17:00 20m Talk		LiRTest: Augmenting LiDAR Point Clouds for Automated Testing of Autonomous Driving Systems Technical Papers Guo An Nanjing University, Yang Feng Nanjing University, Zhenyu Chen Nanjing University DOI
17:20 20m Talk		Precise and Efficient Atomicity Violation Detection for Interrupt-driven Programs via Staged Path Pruning Technical Papers Chao Li Beijing Institute of Control Engineering and Beijing Sunwise Information Technology Ltd, Rui Chen Beijing Institute of Control Engineering, Boxiang Wang Xidian University and Beijing Sunwise Information Technology Ltd, Tingting Yu Beijing Institute of Control Engineering and Beijing Sunwise Information Technology Ltd, Dongdong Gao Beijing Institute of Control Engineering and Beijing Sunwise Information Technology Ltd, Mengfei Yang China Academy of Space Technology, China DOI

16:20 - 17:40	Session 3-6: Neural Networks, Learning, NLP FTechnical Papers at ISSTA 2

16:20 20m Talk		AEON: A Method for Automatic Evaluation of NLP Test Cases Technical Papers Jen-tse Huang The Chinese University of Hong Kong, Jianping Zhang The Chinese University of Hong Kong, Wenxuan Wang The Chinese University of Hong Kong, Pinjia He The Chinese University of Hong Kong, Shenzhen, Yuxin Su Sun Yat-sen University, Michael Lyu The Chinese University of Hong Kong DOI
16:40 20m Talk		HybridRepair: Towards Annotation-Efficient Repair for Deep Learning Models Technical Papers Yu Li The Chinese University of Hong Kong, Muxi Chen The Chinese University of Hong Kong, Xu, Qiang DOI
17:00 20m Talk		Improving Cross-Platform Binary Analysis using Representation Learning via Graph Alignment Technical Papers Geunwoo Kim University of California, Irvine, USA, Sanghyun Hong Oregon State University, Michael Franz University of California, Irvine, Dokyung Song Yonsei University, South Korea DOI
17:20 20m Talk		Human-in-the-Loop Oracle Learning for Semantic Bugs in String Processing Programs Technical Papers Charaka Geethal Monash University, Thuan Pham The University of Melbourne, Aldeida Aleti Monash University, Marcel Böhme MPI-SP, Germany and Monash University, Australia DOI Pre-print

18:00 - 18:40	Session 3-7: Test Generation and Mutation ETechnical Papers at ISSTA 1

18:00 20m Talk		Finding Bugs in Gremlin-Based Graph Database Systems via Randomized Differential Testing Technical Papers Yingying Zheng Institute of Software Chinese Academy of Sciences, Wensheng Dou Institute of Software at Chinese Academy of Sciences; University of Chinese Academy of Sciences, Yicheng Wang Institute of Software Chinese Academy of Sciences, Zheng Qin Institute of Software Chinese Academy of Sciences, Lei Tang Institute of Software Chinese Academy of Sciences, Yu Gao Institute of Software, Chinese Academy of Sciences, China, Dong Wang Institute of software, Chinese academy of sciences, Wei Wang , Jun Wei Institute of Software at Chinese Academy of Sciences; University of Chinese Academy of Sciences DOI
18:20 20m Talk		Unicorn: Detect Runtime Error in Time-Series Databases With Hybrid Input Synthesis Technical Papers Zhiyong Wu Tsinghua University, China, Jie Liang School of Software, Tsinghua University, Mingzhe Wang Tsinghua University, Chijin Zhou Tsinghua University, Yu Jiang Tsinghua University DOI

18:00 - 18:40	Session 3-8: Program Repair CTechnical Papers at ISSTA 2

18:00 20m Talk		CIRCLE: Continual Repair across Programming Languages Technical Papers Wei Yuan The University of Queensland, Quanjun Zhang Nanjing University, Tieke He Nanjing University, Chunrong Fang Nanjing University, Nguyen Quoc Viet Hung Griffith University, Xiaodong Hao Nanjing University, Hongzhi Yin The University of Queensland DOI
18:20 20m Talk		Program Vulnerability Repair via Inductive Inference Technical Papers Yuntong Zhang National University of Singapore, Xiang Gao Beihang University, China, Gregory J. Duck National University of Singapore, Abhik Roychoudhury National University of Singapore DOI

Fri 22 Jul
Displayed time zone: Seoul change

00:00 - 01:00	Session 1-9: Fuzzing and Friends ATechnical Papers at ISSTA 1

00:00 20m Talk		Almost Correct Invariants: Synthesizing Inductive Invariants by Fuzzing Proofs Technical Papers Sumit Lahiri Indian Institute Of Technology Kanpur, Subhajit Roy IIT Kanpur, India DOI
00:20 20m Talk		MDPFuzz: Testing Models Solving Markov Decision Processes Technical Papers Qi Pang HKUST, Yuanyuan Yuan The Hong Kong University of Science and Technology, Shuai Wang Hong Kong University of Science and Technology DOI
00:40 20m Talk		SnapFuzz: High-Throughput Fuzzing of Network Applications Technical Papers Anastasios Andronidis Imperial College London, UK, Cristian Cadar Imperial College London, UK DOI

00:00 - 01:00	Session 1-10: Neural Networks, Learning, NLP ATechnical Papers at ISSTA 2

00:00 20m Talk		AEON: A Method for Automatic Evaluation of NLP Test Cases Technical Papers Jen-tse Huang The Chinese University of Hong Kong, Jianping Zhang The Chinese University of Hong Kong, Wenxuan Wang The Chinese University of Hong Kong, Pinjia He The Chinese University of Hong Kong, Shenzhen, Yuxin Su Sun Yat-sen University, Michael Lyu The Chinese University of Hong Kong DOI
00:20 20m Talk		Simple Techniques Work Surprisingly Well for Neural Network Test Prioritization and Active Learning (Replicability Study) Technical Papers Michael Weiss Università della Svizzera italiana (USI), Paolo Tonella USI Lugano DOI Pre-print
00:40 20m Talk		ε-weakened Robustness of Deep Neural Networks Technical Papers Pei Huang State Key Laboratory of Computer Science, Institution of Software, Chinese Academy of Sciences, Yuting Yang Institute of Computing Technology,Chinese Academy of Sciences; University of Chinese Academy of Sciences, Minghao Liu Institute of Software, Chinese Academy of Sciences, Fuqi Jia State Key Laboratory of Computer Science, Institution of Software, Chinese Academy of Sciences, Feifei Ma Institute of Software, Chinese Academy of Sciences, Jian Zhang Institute of Software at Chinese Academy of Sciences, China DOI

01:40 - 02:20	Session 1-11: Fuzzing and Friends DTechnical Papers at ISSTA 1

01:40 20m Talk		Efficient Greybox Fuzzing of Applications in Linux-based IoT Devices via Enhanced User-mode Emulation Technical Papers Yaowen Zheng Nanyang Technological University; Beijing Key Laboratory of IOT Information Security Technology, Institute of Information Engineering, CAS, China;, Yuekang Li Nanyang Technological University, Cen Zhang Nanyang Technological University, Hongsong Zhu Beijing Key Laboratory of IOT Information Security Technology, Institute of Information Engineering, CAS, China; School of Cyber Security, University of Chinese Academy of Sciences, China, Yang Liu Nanyang Technological University, Limin Sun Beijing Key Laboratory of IOT Information Security Technology, Institute of Information Engineering, CAS, China; School of Cyber Security, University of Chinese Academy of Sciences, China DOI
02:00 20m Talk		TensileFuzz: Facilitating Seed Input Generation in Fuzzing via String Constraint Solving Technical Papers Xuwei Liu Purdue University, USA, Wei You Renmin University of China, Zhuo Zhang Purdue University, Xiangyu Zhang Purdue University DOI

01:40 - 02:20	Session 1-12: Neural Networks, Learning, NLP DTechnical Papers at ISSTA 2

01:40 20m Talk		Cross-Lingual Transfer Learning for Statistical Type InferenceACM SIGSOFT Distinguished Paper Technical Papers Zhiming Li Nanyang Technological University, Singapore, Xiaofei Xie Singapore Management University, Singapore, Haoliang Li City University of Hong Kong, Zhengzi Xu Nanyang Technological University, Yi Li Nanyang Technological University, Singapore, Yang Liu Nanyang Technological University DOI
02:00 20m Talk		DocTer: Documentation-Guided Fuzzing for Testing Deep Learning API Functions Technical Papers Danning Xie Purdue University, Yitong Li University of Waterloo, Mijung Kim UNIST, Hung Viet Pham University of Waterloo, Lin Tan Purdue University, Xiangyu Zhang Purdue University, Michael W. Godfrey University of Waterloo, Canada DOI

03:00 - 03:40	Session 1-13: Program Repair ATechnical Papers at ISSTA 1

03:00 20m Talk		ATR: Template-based Repair for Alloy Specifications Technical Papers Guolong Zheng University of Nebraska Lincoln, ThanhVu Nguyen George Mason University, Simón Gutiérrez Brida University of Rio Cuarto and CONICET, Argentina, Germán Regis Universidad Nacional de Río Cuarto, Nazareno Aguirre University of Rio Cuarto and CONICET, Argentina, Marcelo F. Frias Dept. of Software Engineering Instituto Tecnológico de Buenos Aires, Hamid Bagheri University of Nebraska-Lincoln DOI
03:20 20m Talk		Patch Correctness Assessment in Automated Program Repair Based on the Impact of Patches on Production and Test Code Technical Papers Ali Ghanbari Iowa State University, Andrian Marcus University of Texas at Dallas DOI Pre-print

03:00 - 03:40	Session 1-14: Android ATechnical Papers at ISSTA 2 Chair(s): Christoph Csallner University of Texas at Arlington

03:00 20m Talk		Detecting Resource Utilization Bugs Induced by Variant Lifecycles in Android Technical Papers Yifei Lu Nanjing University, Minxue Pan Nanjing University, Yu Pei Hong Kong Polytechnic University, Xuandong Li Nanjing University DOI
03:20 20m Talk		NCScope: Hardware-Assisted Analyzer for Native Code in Android AppsACM SIGSOFT Distinguished Paper Technical Papers Hao Zhou The Hong Kong Polytechnic University, Shuohan Wu The Hong Kong Polytechnic University, Xiapu Luo Hong Kong Polytechnic University, Ting Wang Pennsylvania State University, Yajin Zhou Zhejiang University, Chao Zhang Tsinghua University, Haipeng Cai Washington State University, USA DOI

07:00 - 08:00	Session 2-13: Fuzzing and Friends BTechnical Papers at ISSTA 1

07:00 20m Talk		PrIntFuzz: Fuzzing Linux Drivers via Automated Virtual Device Simulation Technical Papers Zheyu Ma , Bodong Zhao Tsinghua University, Letu Ren Department of Computer Science and Technology, Tsinghua University, Zheming Li Tsinghua University, Siqi Ma the University of Queensland, Xiapu Luo Hong Kong Polytechnic University, Chao Zhang Tsinghua University DOI
07:20 20m Talk		SLIME: Program-sensitive Energy Allocation for Fuzzing Technical Papers Chenyang Lyu Zhejiang University, Hong Liang Zhejiang University, Shouling Ji Zhejiang University, Xuhong Zhang Zhejiang University, Binbin Zhao Georgia Institute of Technology, Meng Han Binjiang Institute of Zhejiang University & Zhejiang University, Yun Li Huawei Technologies Co., Ltd., Zhe Wang State Key Laboratory of Computer Architecture, Institute of Computing Technology, Chinese Academy of Sciences, Wenhai Wang Zhejiang University, Raheem Beyah Georgia Institute of Technology DOI
07:40 20m Talk		TensileFuzz: Facilitating Seed Input Generation in Fuzzing via String Constraint Solving Technical Papers Xuwei Liu Purdue University, USA, Wei You Renmin University of China, Zhuo Zhang Purdue University, Xiangyu Zhang Purdue University DOI

07:00 - 08:20	Session 2-14: Program Repair BTechnical Papers at ISSTA 2 Chair(s): Christoph Csallner University of Texas at Arlington

07:00 20m Talk		ATR: Template-based Repair for Alloy Specifications Technical Papers Guolong Zheng University of Nebraska Lincoln, ThanhVu Nguyen George Mason University, Simón Gutiérrez Brida University of Rio Cuarto and CONICET, Argentina, Germán Regis Universidad Nacional de Río Cuarto, Nazareno Aguirre University of Rio Cuarto and CONICET, Argentina, Marcelo F. Frias Dept. of Software Engineering Instituto Tecnológico de Buenos Aires, Hamid Bagheri University of Nebraska-Lincoln DOI
07:20 20m Talk		CIRCLE: Continual Repair across Programming Languages Technical Papers Wei Yuan The University of Queensland, Quanjun Zhang Nanjing University, Tieke He Nanjing University, Chunrong Fang Nanjing University, Nguyen Quoc Viet Hung Griffith University, Xiaodong Hao Nanjing University, Hongzhi Yin The University of Queensland DOI
07:40 20m Talk		Patch Correctness Assessment in Automated Program Repair Based on the Impact of Patches on Production and Test Code Technical Papers Ali Ghanbari Iowa State University, Andrian Marcus University of Texas at Dallas DOI Pre-print
08:00 20m Talk		Program Vulnerability Repair via Inductive Inference Technical Papers Yuntong Zhang National University of Singapore, Xiang Gao Beihang University, China, Gregory J. Duck National University of Singapore, Abhik Roychoudhury National University of Singapore DOI

08:40 - 09:40	Session 2-15: Smart Contracts BTechnical Papers at ISSTA 1

08:40 20m Talk		eTainter: Detecting Gas-Related Vulnerabilities in Smart Contracts Technical Papers Asem Ghaleb University of British Columbia, Julia Rubin University of British Columbia, Karthik Pattabiraman University of British Columbia DOI
09:00 20m Talk		Finding Permission Bugs in Smart Contracts with Role MiningACM SIGSOFT Distinguished Paper Technical Papers Ye Liu Nanyang Technological University, Singapore, Yi Li Nanyang Technological University, Singapore, Shang-Wei Lin Nanyang Technological University, Cyrille Artho KTH Royal Institute of Technology, Sweden DOI Pre-print
09:20 20m Talk		SmartDagger : A Bytecode-based Static Analysis Approach for Detecting Cross-contract Vulnerability Technical Papers Zeqin Liao Sun Yat-sen University, Zibin Zheng School of Data and Computer Science, Sun Yat-sen University, Xiao Chen Sun Yat-sen University, Yuhong Nan Sun Yat-sen University DOI

15:00 - 16:20	Session 3-9: Smart Contracts CTechnical Papers at ISSTA 1

15:00 20m Talk		Finding Permission Bugs in Smart Contracts with Role MiningACM SIGSOFT Distinguished Paper Technical Papers Ye Liu Nanyang Technological University, Singapore, Yi Li Nanyang Technological University, Singapore, Shang-Wei Lin Nanyang Technological University, Cyrille Artho KTH Royal Institute of Technology, Sweden DOI Pre-print
15:20 20m Talk		Park: Accelerating Smart Contract Vulnerability Detection via Parallel-fork Symbolic Execution Technical Papers Peilin Zheng Sun Yat-sen University, Zibin Zheng School of Data and Computer Science, Sun Yat-sen University, Xiapu Luo Hong Kong Polytechnic University DOI
15:40 20m Talk		SmartDagger : A Bytecode-based Static Analysis Approach for Detecting Cross-contract Vulnerability Technical Papers Zeqin Liao Sun Yat-sen University, Zibin Zheng School of Data and Computer Science, Sun Yat-sen University, Xiao Chen Sun Yat-sen University, Yuhong Nan Sun Yat-sen University DOI
16:00 20m Talk		WASAI: Uncovering Vulnerabilities in Wasm Smart Contracts Technical Papers Weimin Chen The Hong Kong Polytechnic University, Zihan Sun Beijing University of Posts and Telecommunications, Haoyu Wang Huazhong University of Science and Technology, China, Xiapu Luo Hong Kong Polytechnic University, Haipeng Cai Washington State University, USA, Lei Wu Zhejiang University DOI

15:00 - 16:20	Session 3-10: Neural Networks, Learning, NLP CTechnical Papers at ISSTA 2

15:00 20m Talk		ASRTest: Automated Testing for Deep-Neural-Network-Driven Speech Recognition Systems Technical Papers Pin Ji Nanjing University, Yang Feng Nanjing University, Jia Liu Nanjing University, Zhihong Zhao Nanjing Tech Unniversity, Zhenyu Chen Nanjing University DOI
15:20 20m Talk		BET: Black-box Efficient Testing for Convolutional Neural Networks Technical Papers Wang Jialai Tsinghua University, Han Qiu Tsinghua University, Yi Rong Tsinghua University, Hengkai Ye Purdue University, Qi Li Tsinghua University, Zongpeng Li Tsinghua University, Chao Zhang Tsinghua University DOI
15:40 20m Talk		Simple Techniques Work Surprisingly Well for Neural Network Test Prioritization and Active Learning (Replicability Study) Technical Papers Michael Weiss Università della Svizzera italiana (USI), Paolo Tonella USI Lugano DOI Pre-print
16:00 20m Talk		ε-weakened Robustness of Deep Neural Networks Technical Papers Pei Huang State Key Laboratory of Computer Science, Institution of Software, Chinese Academy of Sciences, Yuting Yang Institute of Computing Technology,Chinese Academy of Sciences; University of Chinese Academy of Sciences, Minghao Liu Institute of Software, Chinese Academy of Sciences, Fuqi Jia State Key Laboratory of Computer Science, Institution of Software, Chinese Academy of Sciences, Feifei Ma Institute of Software, Chinese Academy of Sciences, Jian Zhang Institute of Software at Chinese Academy of Sciences, China DOI

16:40 - 17:40	Session 3-11: Oracles, Models, and Measurement CTechnical Papers at ISSTA 1

16:40 20m Talk		An Extensive Study on Pre-trained Models for Program Understanding and Generation Technical Papers Zhengran Zeng Southern University of Science and Technology, Hanzhuo Tan Southern University of Science and Technology, The Hong Kong Polytechnic University, Haotian Zhang , Jing Li The Hong Kong Polytech University, Yuqun Zhang Southern University of Science and Technology, Lingming Zhang University of Illinois at Urbana-Champaign DOI
17:00 20m Talk		Metamorphic Relations via Relaxations: An Approach to Obtain Oracles for Action-Policy Testing Technical Papers Hasan Ferit Eniser MPI-SWS, Timo P. Gros Saarland University, Germany, Valentin Wüstholz ConsenSys, Jörg Hoffmann Saarland University and DFKI, Germany, Maria Christakis MPI-SWS DOI Pre-print
17:20 20m Talk		TELL: Log Level Suggestions via Modeling Multi-level Code Block Information Technical Papers Jiahao Liu National University of Singapore, Jun Zeng National University of Singapore, Xiang Wang University of Science and Technology of China, Kaihang Ji National University of Singapore, Zhenkai Liang National University of Singapore DOI

16:40 - 17:40	Session 3-12: Android CTechnical Papers at ISSTA 2

16:40 20m Talk		Automatically Detecting API-induced Compatibility Issues in Android Apps: A Comparative Analysis (Replicability Study) Technical Papers Pei Liu Monash University, Yanjie Zhao Monash University, Haipeng Cai Washington State University, USA, Mattia Fazzini University of Minnesota, John Grundy Monash University, Li Li Monash University DOI
17:00 20m Talk		Detecting Resource Utilization Bugs Induced by Variant Lifecycles in Android Technical Papers Yifei Lu Nanjing University, Minxue Pan Nanjing University, Yu Pei Hong Kong Polytechnic University, Xuandong Li Nanjing University DOI
17:20 20m Talk		NCScope: Hardware-Assisted Analyzer for Native Code in Android AppsACM SIGSOFT Distinguished Paper Technical Papers Hao Zhou The Hong Kong Polytechnic University, Shuohan Wu The Hong Kong Polytechnic University, Xiapu Luo Hong Kong Polytechnic University, Ting Wang Pennsylvania State University, Yajin Zhou Zhejiang University, Chao Zhang Tsinghua University, Haipeng Cai Washington State University, USA DOI

18:00 - 19:00	Session 3-13: Oracles, Models, and Measurement FTechnical Papers at ISSTA 1 Chair(s): Stefan Winter LMU Munich

18:00 20m Talk		jTrans: Jump-Aware Transformer for Binary Code Similarity Detection Technical Papers Hao Wang Tsinghua University, Wenjie Qu Huazhong University of Science and Technology, Gilad Katz Ben-Gurion University of the Negev, Wenyu Zhu Tsinghua University, Zeyu Gao University of Science and Technology of China, Han Qiu Tsinghua University, Jianwei Zhuge Tsinghua University, Chao Zhang Tsinghua University DOI Pre-print
18:20 20m Talk		FDG: A Precise Measurement of Fault Diagnosability Gain of Test Cases Technical Papers Gabin An KAIST, Shin Yoo KAIST DOI Pre-print
18:40 20m Talk		Hunting Bugs with Accelerated Optimal Graph Vertex Matching Technical Papers Xiaohui Zhang Renmin University of China, Yuanjun Gong Renmin University of China, Bin Liang Renmin University of China, China, Jianjun Huang Renmin University of China, China, Wei You Renmin University of China, Wenchang Shi Renmin University of China, China, Jian Zhang Institute of Software at Chinese Academy of Sciences, China DOI

18:00 - 18:40	Session 3-14: Android DTechnical Papers at ISSTA 2

18:00 20m Talk		Detecting and Fixing Data Loss Issues in Android Apps Technical Papers Wunan Guo Fudan University, Zhen Dong Fudan University, China, Liwei Shen Fudan University, Wei Tian Fudan University, Ting Su East China Normal University, Xin Peng Fudan University DOI
18:20 20m Talk		PermDroid: Automatically Testing Permission-Related Behaviour of Android Applications Technical Papers Shuaihao Yang Nanjing University of Science and Technology, Zigang Zeng Nanjing University of Science and Technology, Wei Song Nanjing University of Science and Technology DOI

Accepted Papers

	Title
	AEON: A Method for Automatic Evaluation of NLP Test Cases Technical Papers Jen-tse Huang, Jianping Zhang, Wenxuan Wang, Pinjia He, Yuxin Su, Michael Lyu DOI
	A Large-Scale Empirical Analysis of the Vulnerabilities Introduced by Third-party Components in IoT Firmware Technical Papers Binbin Zhao, Shouling Ji, Jiacheng Xu, Yuan Tian, Qiuyang Wei, Qinying Wang, Chenyang Lyu, Xuhong Zhang, Changting Lin, Jingzheng Wu, Raheem Beyah DOI
	A Large-scale Study of Usability Criteria addressed by Static Analysis Tools Technical Papers Marcus Nachtigall, Michael Schlichtig, Eric Bodden DOI
	Almost Correct Invariants: Synthesizing Inductive Invariants by Fuzzing Proofs Technical Papers Sumit Lahiri, Subhajit Roy DOI
	An Empirical Study on the Effectiveness of Static C/C++ Analyzers for Vulnerability Detection Technical Papers Stephan Lipp, Sebastian Banescu, Alexander Pretschner DOI Pre-print
	An Extensive Study on Pre-trained Models for Program Understanding and Generation Technical Papers Zhengran Zeng, Hanzhuo Tan, Haotian Zhang, Jing Li, Yuqun Zhang, Lingming Zhang DOI
	ASRTest: Automated Testing for Deep-Neural-Network-Driven Speech Recognition Systems Technical Papers Pin Ji, Yang Feng, Jia Liu, Zhihong Zhao, Zhenyu Chen DOI
	ATR: Template-based Repair for Alloy Specifications Technical Papers Guolong Zheng, ThanhVu Nguyen, Simón Gutiérrez Brida, Germán Regis, Nazareno Aguirre, Marcelo F. Frias, Hamid Bagheri DOI
	Automated Test Generation for REST APIs: No Time to Rest Yet Technical Papers Myeongsoo Kim, Qi Xin, Saurabh Sinha, Alessandro Orso DOI
	Automated Testing of Image Captioning Systems Technical Papers BoXi Yu, Zhiqing Zhong, Xinran Qin, Jiayi Yao, Yuancheng Wang, Pinjia He DOI
	Automatically Detecting API-induced Compatibility Issues in Android Apps: A Comparative Analysis (Replicability Study) Technical Papers Pei Liu, Yanjie Zhao, Haipeng Cai, Mattia Fazzini, John Grundy, Li Li DOI
	BET: Black-box Efficient Testing for Convolutional Neural Networks Technical Papers Wang Jialai, Han Qiu, Yi Rong, Hengkai Ye, Qi Li, Zongpeng Li, Chao Zhang DOI
	CIRCLE: Continual Repair across Programming Languages Technical Papers Wei Yuan, Quanjun Zhang, Tieke He, Chunrong Fang, Nguyen Quoc Viet Hung, Xiaodong Hao, Hongzhi Yin DOI
	Combining Solution Reuse and Bound Tightening for Efficient Analysis of Evolving SystemsACM SIGSOFT Distinguished Paper Technical Papers Clay Stevens, Hamid Bagheri DOI
	Combining Static Analysis Error Traces with Dynamic Symbolic Execution (Experience Paper) Technical Papers Frank Busse, Pritam Gharat, Cristian Cadar, Alastair F. Donaldson DOI Pre-print
	Cross-Lingual Transfer Learning for Statistical Type InferenceACM SIGSOFT Distinguished Paper Technical Papers Zhiming Li, Xiaofei Xie, Haoliang Li, Zhengzi Xu, Yi Li, Yang Liu DOI
	Deadlock Prediction via Generalized Dependency Technical Papers Jinpeng Zhou, Hanmei Yang, John Lange, Tongping Liu DOI
	Detecting and Fixing Data Loss Issues in Android Apps Technical Papers Wunan Guo, Zhen Dong, Liwei Shen, Wei Tian, Ting Su, Xin Peng DOI
	Detecting Multi-Sensor Fusion Errors in Advanced Driver-Assistance Systems Technical Papers Ziyuan Zhong, Zhisheng Hu, Shengjian Guo, Xinyang Zhang, Zhenyu Zhong, Baishakhi Ray DOI
	Detecting Resource Utilization Bugs Induced by Variant Lifecycles in Android Technical Papers Yifei Lu, Minxue Pan, Yu Pei, Xuandong Li DOI
	DocTer: Documentation-Guided Fuzzing for Testing Deep Learning API Functions Technical Papers Danning Xie, Yitong Li, Mijung Kim, Hung Viet Pham, Lin Tan, Xiangyu Zhang, Michael W. Godfrey DOI
	Efficient Greybox Fuzzing of Applications in Linux-based IoT Devices via Enhanced User-mode Emulation Technical Papers Yaowen Zheng, Yuekang Li, Cen Zhang, Hongsong Zhu, Yang Liu, Limin Sun DOI
	eTainter: Detecting Gas-Related Vulnerabilities in Smart Contracts Technical Papers Asem Ghaleb, Julia Rubin, Karthik Pattabiraman DOI
	Evolution-Aware Detection of Order-Dependent Flaky Tests Technical Papers Chengpeng Li, August Shi DOI
	FDG: A Precise Measurement of Fault Diagnosability Gain of Test Cases Technical Papers Gabin An, Shin Yoo DOI Pre-print
	Finding Bugs in Gremlin-Based Graph Database Systems via Randomized Differential Testing Technical Papers Yingying Zheng, Wensheng Dou, Yicheng Wang, Zheng Qin, Lei Tang, Yu Gao, Dong Wang, Wei Wang, Jun Wei DOI
	Finding Permission Bugs in Smart Contracts with Role MiningACM SIGSOFT Distinguished Paper Technical Papers Ye Liu, Yi Li, Shang-Wei Lin, Cyrille Artho DOI Pre-print
	Human-in-the-Loop Oracle Learning for Semantic Bugs in String Processing Programs Technical Papers Charaka Geethal, Thuan Pham, Aldeida Aleti, Marcel Böhme DOI Pre-print
	Hunting Bugs with Accelerated Optimal Graph Vertex Matching Technical Papers Xiaohui Zhang, Yuanjun Gong, Bin Liang, Jianjun Huang, Wei You, Wenchang Shi, Jian Zhang DOI
	HybridRepair: Towards Annotation-Efficient Repair for Deep Learning Models Technical Papers Yu Li, Muxi Chen, Xu, Qiang DOI
	Improving Cross-Platform Binary Analysis using Representation Learning via Graph Alignment Technical Papers Geunwoo Kim, Sanghyun Hong, Michael Franz, Dokyung Song DOI
	jTrans: Jump-Aware Transformer for Binary Code Similarity Detection Technical Papers Hao Wang, Wenjie Qu, Gilad Katz, Wenyu Zhu, Zeyu Gao, Han Qiu, Jianwei Zhuge, Chao Zhang DOI Pre-print
	LiRTest: Augmenting LiDAR Point Clouds for Automated Testing of Autonomous Driving Systems Technical Papers Guo An, Yang Feng, Zhenyu Chen DOI
	MDPFuzz: Testing Models Solving Markov Decision Processes Technical Papers Qi Pang, Yuanyuan Yuan, Shuai Wang DOI
	Metamorphic Relations via Relaxations: An Approach to Obtain Oracles for Action-Policy Testing Technical Papers Hasan Ferit Eniser, Timo P. Gros, Valentin Wüstholz, Jörg Hoffmann, Maria Christakis DOI Pre-print
	NCScope: Hardware-Assisted Analyzer for Native Code in Android AppsACM SIGSOFT Distinguished Paper Technical Papers Hao Zhou, Shuohan Wu, Xiapu Luo, Ting Wang, Yajin Zhou, Chao Zhang, Haipeng Cai DOI
	One Step Further: Evaluating Interpreters Using Metamorphic Testing Technical Papers Ming Fan, Jiali Wei, Wuxia Jin, Zhou Xu, Wenying Wei, Ting Liu DOI
	On the Use of Evaluation Measures for Defect Prediction Studies Technical Papers Rebecca Moussa, Federica Sarro DOI
	On the Use of Mutation Analysis For Evaluating Student Test Suite Quality Technical Papers James Perretta, Andrew DeOrio, Arjun Guha, Jonathan Bell DOI
	Park: Accelerating Smart Contract Vulnerability Detection via Parallel-fork Symbolic Execution Technical Papers Peilin Zheng, Zibin Zheng, Xiapu Luo DOI
	Patch Correctness Assessment in Automated Program Repair Based on the Impact of Patches on Production and Test Code Technical Papers Ali Ghanbari, Andrian Marcus DOI Pre-print
	Path-Sensitive Code Embedding via Contrastive Learning for Software Vulnerability Detection Technical Papers Xiao Cheng, Guanqin Zhang, Haoyu Wang, Yulei Sui DOI
	PermDroid: Automatically Testing Permission-Related Behaviour of Android Applications Technical Papers Shuaihao Yang, Zigang Zeng, Wei Song DOI
	Precise and Efficient Atomicity Violation Detection for Interrupt-driven Programs via Staged Path Pruning Technical Papers Chao Li, Rui Chen, Boxiang Wang, Tingting Yu, Dongdong Gao, Mengfei Yang DOI
	PrIntFuzz: Fuzzing Linux Drivers via Automated Virtual Device Simulation Technical Papers Zheyu Ma, Bodong Zhao, Letu Ren, Zheming Li, Siqi Ma, Xiapu Luo, Chao Zhang DOI
	Program Vulnerability Repair via Inductive Inference Technical Papers Yuntong Zhang, Xiang Gao, Gregory J. Duck, Abhik Roychoudhury DOI
	RegMiner: Towards Constructing a Large Regression Dataset from Code Evolution History Technical Papers Xuezhi Song, Yun Lin, Siang Hwee Ng, Yijian Wu, Xin Peng, Jin Song Dong, Hong Mei DOI Pre-print
	Simple Techniques Work Surprisingly Well for Neural Network Test Prioritization and Active Learning (Replicability Study) Technical Papers Michael Weiss, Paolo Tonella DOI Pre-print
	SLIME: Program-sensitive Energy Allocation for Fuzzing Technical Papers Chenyang Lyu, Hong Liang, Shouling Ji, Xuhong Zhang, Binbin Zhao, Meng Han, Yun Li, Zhe Wang, Wenhai Wang, Raheem Beyah DOI
	SmartDagger : A Bytecode-based Static Analysis Approach for Detecting Cross-contract Vulnerability Technical Papers Zeqin Liao, Zibin Zheng, Xiao Chen, Yuhong Nan DOI
	SnapFuzz: High-Throughput Fuzzing of Network Applications Technical Papers Anastasios Andronidis, Cristian Cadar DOI
	TELL: Log Level Suggestions via Modeling Multi-level Code Block Information Technical Papers Jiahao Liu, Jun Zeng, Xiang Wang, Kaihang Ji, Zhenkai Liang DOI
	TensileFuzz: Facilitating Seed Input Generation in Fuzzing via String Constraint Solving Technical Papers Xuwei Liu, Wei You, Zhuo Zhang, Xiangyu Zhang DOI
	Testing Dafny (Experience Paper) Technical Papers Ahmed Irfan, Sorawee Porncharoenwase, Zvonimir Rakamaric, Neha Rungta, Emina Torlak DOI
	Test Mimicry to Assess the Exploitability of Library Vulnerabilities Technical Papers Hong Jin Kang, Truong Giang Nguyen, Xuan Bach D. Le, Corina S. Pasareanu, David Lo DOI
	The Raise of Machine Learning Hyperparameter Constraints in Python CodeACM SIGSOFT Distinguished Paper Technical Papers Ingkarat Rak-amnouykit, Ana Milanova, Guillaume Baudart, Martin Hirzel, Julian Dolby DOI
	Understanding Device Integration Bugs in Smart Home System Technical Papers Tao Wang, Kangkang Zhang, Wei Chen, Wensheng Dou, Jiaxin Zhu, Jun Wei, Tao Huang DOI
	Unicorn: Detect Runtime Error in Time-Series Databases With Hybrid Input Synthesis Technical Papers Zhiyong Wu, Jie Liang, Mingzhe Wang, Chijin Zhou, Yu Jiang DOI
	Using Pre-trained Language Models to Resolve Textual and Semantic Merge Conflicts (Experience Paper) Technical Papers Jialu Zhang, Todd Mytkowicz, Mike Kaufman, Ruzica Piskac, Shuvendu Lahiri DOI
	WASAI: Uncovering Vulnerabilities in Wasm Smart Contracts Technical Papers Weimin Chen, Zihan Sun, Haoyu Wang, Xiapu Luo, Haipeng Cai, Lei Wu DOI
	ε-weakened Robustness of Deep Neural Networks Technical Papers Pei Huang, Yuting Yang, Minghao Liu, Fuqi Jia, Feifei Ma, Jian Zhang DOI

Call for Papers

[Updated Jan. 2022]

ISSTA invites three kinds of submissions. The clear majority of submissions is expected to be “Research Papers”, but submissions that best fit the description of “Experience Papers” or “Replicability Studies” should be submitted as such.

Research Papers

Authors are invited to submit research papers describing original contributions in testing or analysis of computer software. Papers describing original theoretical or empirical research, new techniques, methods for emerging systems, in-depth case studies, infrastructures of testing and analysis, or tools are welcome.

Experience Papers

Authors are invited to submit experience papers describing a significant experience in applying software testing and analysis methods or tools and should carefully identify and discuss important lessons learned so that other researchers and/or practitioners can benefit from the experience. Of special interest are experience papers that report on industrial applications of software testing and analysis methods or tools.

Replicability Studies

ISSTA would like to encourage researchers to replicate results from previous papers. A replicability study must go beyond simply re-implementing an algorithm and/or re-running the artifacts provided by the original paper. It should at the very least apply the approach to new, significantly broadened inputs. Particularly, replicability studies are encouraged to target techniques that previously were evaluated only on proprietary subject programs or inputs. A replicability study should clearly report on results that the authors were able to replicate as well as on aspects of the work that were not replicable. In the latter case, authors are encouraged to make an effort to communicate or collaborate with the original paper’s authors to determine the cause for any observed discrepancies and, if possible, address them (e.g., through minor implementation changes). We explicitly encourage authors to not focus on a single paper/artifact only, but instead to perform a comparative experiment of multiple related approaches.

In particular, replicability studies should follow the ACM guidelines on replicability (different team, different experimental setup): The measurement can be obtained with stated precision by a different team, a different measuring system, in a different location on multiple trials. For computational experiments, this means that an independent group can obtain the same result using artifacts which they develop completely independently. This means that it is also insufficient to focus on reproducibility (i.e., different team, same experimental setup) alone. Replicability Studies will be evaluated according to the following standards:

Depth and breadth of experiments
Clarity of writing
Appropriateness of conclusions
Amount of useful, actionable insights
Availability of artifacts

We expect replicability studies to clearly point out the artifacts the study is built on, and to submit those artifacts to artifact evaluation (see below). Artifacts evaluated positively will be eligible to obtain the prestigious Results Reproduced badge.

Submission Guidelines

Submissions must be original and should not have been published previously or be under consideration for publication while being evaluated for ISSTA. Authors are required to adhere to the ACM Policy and Procedures on Plagiarism and the ACM Policy on Prior Publication and Simultaneous Submissions. More details are available at the Submission Policies page.

Research and Experience Papers as well as Replicability Studies should be at most 10 pages in length, with at most 2 additional pages for references. Experience papers and replicability studies should clearly specify their category in the paper title upon submission, e.g., “XXX (Experience Paper)”. All authors should use the official “ACM Master article template”, which can be obtained from the ACM Proceedings Template pages. Latex users should use the “sigconf” option, as well as the “review” (to produce line numbers for easy reference by the reviewers) and “anonymous” (omitting author names) options. To that end, the following latex code can be placed at the start of the latex document:

\documentclass[sigconf,review, anonymous]{acmart}
\acmConference[ISSTA 2022]{ACM SIGSOFT International Symposium on Software Testing and Analysis}{18-22 July, 2022}{Daejeon, South Korea}

Submit your papers via the HotCRP ISSTA 2022 submission website.

Double-blind Reviewing

ISSTA 2022 will conduct double-blind reviewing. Submissions should not reveal the identity of the authors in any way. Authors should leave out author names and affiliations from the body of their submission. They should also ensure that any citations to related work by themselves are written in third person, that is, “the prior work of XYZ” as opposed to “our prior work”.

Double-blind reviewing should not hinder the usual communication of results. But, during the review period, please don’t broadcast the work on social media. Also, to the extent possible, consider not publishing preprints of your work during or right before the review period.

Authors with further questions on double-blind reviewing are encouraged to contact the Program Chair by email.

Supplementary Material

Authors are free to provide supplementary material if that material supports the claims in the paper. Such material may include proofs, experimental results, and/or data sets. This material should be uploaded at the same time as the submission. Any supplementary material must also be anonymized. Reviewers are not required to examine the supplementary material but may refer to it if they would like to find further evidence supporting the claims in the paper. Please prepare the supplementary material in the PDF format.

Author Responses

Reviews will be followed by an author response. After the response, some papers may receive additional reviews, if necessary, to which authors can respond in a second author-response phase.

Visa Policy

In cases where the travel Visa is rejected or delayed for a long time (e.g., due to additional checks) so that the authors are not able to attend the conference despite best efforts, alternative presentation methods will be considered. However, the authors should notify the program chair at least one week before the conference and provide proof of visa being applied in time.

Spring

KAIST

Summer

DCC

Fall

KAIST

Winter

KAIST

Technical PapersISSTA 2022

Program Display Configuration

Wed 20 JulDisplayed time zone: Seoul change

Thu 21 JulDisplayed time zone: Seoul change

Fri 22 JulDisplayed time zone: Seoul change

Accepted Papers

Call for Papers

Yannis SmaragdakisProgram Chair

University of Athens

Greece

Saba Alimadadi

Simon Fraser University

Canada

Sébastien Bardin

CEA LIST, University Paris-Saclay

France

Jonathan Bell

Northeastern University

Tegan Brennan

Stevens Institute of Technology

United States

Sang Kil Cha

KAIST, South Korea

South Korea

Shing-Chi Cheung

Hong Kong University of Science and Technology

China

Christoph Csallner

University of Texas at Arlington

United States

Sebastian Elbaum

University of Virginia

United States

Bernd Fischer

Stellenbosch University, South Africa

South Africa

Gordon Fraser

University of Passau

Neville Grech

University of Malta

Malta

Mark Grechanik

University of Illinois at Chicago

Alex Groce

Northern Arizona University

United States

Sylvain Hallé

Université du Québec à Chicoutimi

Canada

Mark Harman

Meta Platforms, Inc. and UCL

United Kingdom

Behnaz Hassanshahi

Oracle Labs, Australia

Martin Hirzel

IBM Research

United States

Tony Hosking

Australian National University

Australia

Jeff Huang

Texas A&M University

United States

Reyhaneh Jabbarvand

University of Illinois, Urbana-Champain

United States

René Just

University of Washington

Raghavan Komondoor

IISc Bengaluru

India

Caroline Lemieux

Wed 20 Jul
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Thu 21 Jul
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Fri 22 Jul
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