ISSTA 2023
32nd ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA 2023)

Title Page

Welcome from the Chairs

ISSTA 2023 Organization

CydiOS: A Model-Based Testing Framework for iOS Apps
Shuohan Wu , Jianfeng Li , Hao Zhou , Yongsheng Fang , Kaifa Zhao , Haoyu Wang , Chenxiong Qian , and Xiapu Luo 
(Hong Kong Polytechnic University, China; Xi’an Jiaotong University, China; Beijing University of Posts and Telecommunications, China; Huazhong University of Science and Technology, China; University of Hong Kong, China)

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Improving Bit-Blasting for Nonlinear Integer Constraints
Fuqi Jia , Rui Han , Pei Huang , Minghao Liu , Feifei Ma , and Jian Zhang 
(Institute of Software at Chinese Academy of Sciences, China; University of Chinese Academy of Sciences, China; Stanford University, USA)

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CONCORD: Clone-Aware Contrastive Learning for Source Code
Yangruibo Ding , Saikat Chakraborty , Luca Buratti , Saurabh Pujar , Alessandro Morari , Gail Kaiser , and Baishakhi Ray 
(Columbia University, USA; Microsoft Research, USA; IBM Research, USA)

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Towards Efficient Fine-Tuning of Pre-trained Code Models: An Experimental Study and Beyond
Ensheng Shi , Yanlin Wang , Hongyu Zhang , Lun Du , Shi Han , Dongmei Zhang , and Hongbin Sun 
(Xi’an Jiaotong University, China; Sun Yat-sen University, China; Chongqing University, China; Microsoft, China)

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Understanding and Tackling Label Errors in Deep Learning-Based Vulnerability Detection (Experience Paper)
Xu Nie , Ningke Li , Kailong Wang , Shangguang Wang , Xiapu Luo , and Haoyu Wang 
(Huazhong University of Science and Technology, China; Beijing University of Posts and Telecommunications, China; Hong Kong Polytechnic University, China)

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Pattern-Based Peephole Optimizations with Java JIT Tests
Zhiqiang Zang , Aditya Thimmaiah , and Milos Gligoric 
(University of Texas at Austin, USA)

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Icicle: A Re-designed Emulator for Grey-Box Firmware Fuzzing
Michael Chesser , Surya Nepal , and Damith C. Ranasinghe 
(University of Adelaide, Australia; CSIRO’s Data61, Australia)

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Fine-Grained Code Clone Detection with Block-Based Splitting of Abstract Syntax Tree
Tiancheng Hu , Zijing Xu , Yilin Fang , Yueming Wu , Bin Yuan , Deqing Zou , and Hai Jin 
(Huazhong University of Science and Technology, China; Nanyang Technological University, Singapore)

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Reducing the Memory Footprint of IFDS-Based Data-Flow Analyses using Fine-Grained Garbage Collection
Dongjie He , Yujiang Gui , Yaoqing Gao , and Jingling Xue 
(UNSW, Australia; Huawei Toronto Research Center, Canada)

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Hybrid Inlining: A Framework for Compositional and Context-Sensitive Static Analysis
Jiangchao Liu , Jierui Liu , Peng Di , Diyu Wu , Hengjie Zheng , Alex X. Liu , and Jingling Xue 
(Ant Group, China; ByteDance, China; UNSW, Australia)

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Green Fuzzing: A Saturation-Based Stopping Criterion using Vulnerability Prediction
Stephan Lipp , Daniel Elsner , Severin Kacianka , Alexander Pretschner , Marcel Böhme , and Sebastian Banescu 
(TU Munich, Germany; MPI-SP, Germany; Monash University, Australia)

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Testing Graph Database Engines via Query Partitioning
Matteo Kamm , Manuel Rigger , Chengyu Zhang , and Zhendong Su 
(ETH Zurich, Switzerland; National University of Singapore, Singapore)

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Semantic-Based Neural Network Repair
Richard Schumi  and Jun Sun 
(Singapore Management University, Singapore)

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GDsmith: Detecting Bugs in Cypher Graph Database Engines
Ziyue Hua , Wei Lin , Luyao Ren , Zongyang Li , Lu Zhang , Wenpin Jiao , and Tao Xie 
(Peking University, China)

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Loop Invariant Inference through SMT Solving Enhanced Reinforcement Learning
Shiwen Yu , Ting Wang , and Ji Wang 
(National University of Defense Technology, China)

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CODEP: Grammatical Seq2Seq Model for General-Purpose Code Generation
Yihong Dong , Ge Li , and Zhi Jin 
(Peking University, China)

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Concept-Based Automated Grading of CS-1 Programming Assignments
Zhiyu Fan , Shin Hwei Tan , and Abhik Roychoudhury 
(National University of Singapore, Singapore; Concordia University, Canada)

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Beware of the Unexpected: Bimodal Taint Analysis
Yiu Wai Chow , Max Schäfer , and Michael Pradel 
(University of Stuttgart, Germany; GitHub, UK)

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DeUEDroid: Detecting Underground Economy Apps Based on UTG Similarity
Zhuo Chen , Jie Liu , Yubo Hu , Lei Wu , Yajin Zhou , Yiling He , Xianhao Liao , Ke Wang , Jinku Li , and Zhan Qin 
(Zhejiang University, China; Ant Group, China; Xidian University, China)

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Dependency-Aware Metamorphic Testing of Datalog Engines
Muhammad Numair Mansur , Valentin Wüstholz , and Maria Christakis 
(MPI-SWS, Germany; ConsenSys, Austria; TU Wien, Austria)

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Fuzzing Deep Learning Compilers with HirGen
Haoyang Ma , Qingchao Shen , Yongqiang Tian , Junjie Chen , and Shing-Chi Cheung 
(Hong Kong University of Science and Technology, China; Tianjin University, China; University of Waterloo, Canada)

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API2Vec: Learning Representations of API Sequences for Malware Detection
Lei Cui , Jiancong Cui , Yuede Ji , Zhiyu Hao , Lun Li , and Zhenquan Ding 
(Zhongguancun Laboratory, China; University of Chinese Academy of Sciences, China; Institute of Information Engineering at Chinese Academy of Sciences, China; University of North Texas, USA)

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June: A Type Testability Transformation for Improved ATG Performance
Dan Bruce , David Kelly , Hector Menendez , Earl T. Barr , and David Clark 
(Microsoft, UK; University College London, UK; King’s College London, UK)

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A Comprehensive Study on Quality Assurance Tools for Java
Han Liu , Sen Chen , Ruitao Feng , Chengwei Liu , Kaixuan Li , Zhengzi Xu , Liming Nie , Yang Liu , and Yixiang Chen 
(East China Normal University, China; Tianjin University, China; UNSW, Australia; Nanyang Technological University, Singapore)

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Detecting State Inconsistency Bugs in DApps via On-Chain Transaction Replay and Fuzzing
Mingxi Ye , Yuhong Nan , Zibin Zheng , Dongpeng Wu , and Huizhong Li 
(Sun Yat-sen University, China; WeBank, China)

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FairRec: Fairness Testing for Deep Recommender Systems
Huizhong Guo , Jinfeng Li , Jingyi Wang , Xiangyu Liu , Dongxia Wang , Zehong Hu , Rong Zhang , and Hui Xue 
(Zhejiang University, China; Alibaba Group, China)

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ItyFuzz: Snapshot-Based Fuzzer for Smart Contract
Chaofan Shou , Shangyin Tan , and Koushik Sen 
(University of California at Berkeley, USA)

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Who Judges the Judge: An Empirical Study on Online Judge Tests
Kaibo Liu , Yudong Han , Jie M. Zhang , Zhenpeng Chen , Federica Sarro , Mark Harman , Gang Huang , and Yun Ma 
(Peking University, China; King’s College London, UK; University College London, UK; National Key Laboratory of Data Space Technology and System, China)

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Precise and Efficient Patch Presence Test for Android Applications against Code Obfuscation
Zifan Xie , Ming Wen , Haoxiang Jia , Xiaochen Guo , Xiaotong Huang , Deqing Zou , and Hai Jin 
(Huazhong University of Science and Technology, China)

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Detecting Vulnerabilities in Linux-Based Embedded Firmware with SSE-Based On-Demand Alias Analysis
Kai Cheng , Yaowen Zheng , Tao Liu , Le Guan , Peng Liu , Hong Li , Hongsong Zhu , Kejiang Ye , and Limin Sun 
(Shenzhen Institute of Advanced Technology at Chinese Academy of Sciences, China; Sangfor Technologies, China; Nanyang Technological University, Singapore; Pennsylvania State University, USA; University of Georgia, USA; Institute of Information Engineering at Chinese Academy of Sciences, China; University of Chinese Academy of Sciences, China)

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Definition and Detection of Defects in NFT Smart Contracts
Shuo Yang , Jiachi Chen , and Zibin Zheng 
(Sun Yat-sen University, China)

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Eunomia: Enabling User-Specified Fine-Grained Search in Symbolically Executing WebAssembly Binaries
Ningyu He , Zhehao Zhao , Jikai Wang , Yubin Hu , Shengjian Guo , Haoyu Wang , Guangtai Liang , Ding Li , Xiangqun Chen , and Yao Guo 
(Peking University, China; Huazhong University of Science and Technology, China; Beijing University of Posts and Telecommunications, China; Baidu Security, USA; Huawei Cloud Computing Technologies, China)

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Type Batched Program Reduction
Golnaz Gharachorlu  and Nick Sumner 
(Simon Fraser University, Canada)

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Automatically Reproducing Android Bug Reports using Natural Language Processing and Reinforcement Learning
Zhaoxu Zhang , Robert Winn , Yu Zhao , Tingting Yu , and William G.J. Halfond 
(University of Southern California, USA; University of Central Missouri, USA; University of Cincinnati, USA)

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Large Language Models Are Zero-Shot Fuzzers: Fuzzing Deep-Learning Libraries via Large Language Models
Yinlin Deng , Chunqiu Steven Xia , Haoran Peng , Chenyuan Yang , and Lingming Zhang 
(University of Illinois at Urbana-Champaign, USA; University of Science and Technology of China, China)

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Exploring Missed Optimizations in WebAssembly Optimizers
Zhibo Liu , Dongwei Xiao , Zongjie Li , Shuai Wang , and Wei Meng 
(Hong Kong University of Science and Technology, China; Chinese University of Hong Kong, China)

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PhysCov: Physical Test Coverage for Autonomous Vehicles
Carl Hildebrandt , Meriel von Stein , and Sebastian Elbaum 
(University of Virginia, USA)

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Building Critical Testing Scenarios for Autonomous Driving from Real Accidents
Xudong Zhang  and Yan Cai 
(Institute of Software at Chinese Academy of Sciences, China; University of Chinese Academy of Sciences, China)

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CILIATE: Towards Fairer Class-Based Incremental Learning by Dataset and Training Refinement
Xuanqi Gao , Juan Zhai , Shiqing Ma , Chao Shen , Yufei Chen , and Shiwei Wang 
(Xi’an Jiaotong University, China; University of Massachusetts, USA; City University of Hong Kong, China)

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BehAVExplor: Behavior Diversity Guided Testing for Autonomous Driving Systems
Mingfei Cheng , Yuan Zhou , and Xiaofei Xie 
(Singapore Management University, Singapore; Nanyang Technological University, Singapore)

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In Defense of Simple Techniques for Neural Network Test Case Selection
Shenglin Bao, Chaofeng Sha, Bihuan Chen , Xin Peng , and Wenyun Zhao
(Fudan University, China)

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ConfFix: Repairing Configuration Compatibility Issues in Android Apps
Huaxun Huang , Chi Xu , Ming Wen , Yepang Liu , and Shing-Chi Cheung 
(Hong Kong University of Science and Technology, China; Southern University of Science and Technology, China; Huazhong University of Science and Technology, China)

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Vectorizing Program Ingredients for Better JVM Testing
Tianchang Gao , Junjie Chen , Yingquan Zhao , Yuqun Zhang , and Lingming Zhang 
(Tianjin University, China; Southern University of Science and Technology, China; University of Illinois at Urbana-Champaign, USA)

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What You See Is What You Get? It Is Not the Case! Detecting Misleading Icons for Mobile Applications
Linlin Li , Ruifeng Wang , Xian Zhan , Ying Wang , Cuiyun Gao , Sinan Wang , and Yepang Liu 
(Southern University of Science and Technology, China; Northeastern University, China; Harbin Institute of Technology, China)

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Testing the Compiler for a New-Born Programming Language: An Industrial Case Study (Experience Paper)
Yingquan Zhao , Junjie Chen , Ruifeng Fu , Haojie Ye , and Zan Wang 
(Tianjin University, China; Huawei, China)

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Quantitative Policy Repair for Access Control on the Cloud
William Eiers , Ganesh Sankaran , and Tevfik Bultan 
(University of California at Santa Barbara, USA)

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Validating Multimedia Content Moderation Software via Semantic Fusion
Wenxuan Wang , Jingyuan Huang , Chang Chen , Jiazhen Gu , Jianping Zhang , Weibin Wu , Pinjia He , and Michael Lyu 
(Chinese University of Hong Kong, China; Sun Yat-sen University, China)

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Towards More Realistic Evaluation for Neural Test Oracle Generation
Zhongxin Liu , Kui Liu , Xin Xia , and Xiaohu Yang 
(Zhejiang University, China; Huawei, China)

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Back Deduction Based Testing for Word Sense Disambiguation Ability of Machine Translation Systems
Jun Wang , Yanhui Li , Xiang Huang , Lin Chen , Xiaofang Zhang , and Yuming Zhou 
(Nanjing University, China; Soochow University, China)

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DyCL: Dynamic Neural Network Compilation Via Program Rewriting and Graph Optimization
Simin Chen , Shiyi Wei , Cong Liu , and Wei Yang 
(University of Texas at Dallas, USA; University of California at Riverside, USA)

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Systematically Producing Test Orders to Detect Order-Dependent Flaky Tests
Chengpeng Li , M. Mahdi Khosravi , Wing Lam , and August Shi 
(University of Texas at Austin, USA; Middle East Technical University, Turkey; George Mason University, USA)

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Security Checking of Trigger-Action-Programming Smart Home Integrations
Lei Bu , Qiuping Zhang , Suwan Li , Jinglin Dai , Guangdong Bai , Kai Chen , and Xuandong Li 
(Nanjing University, China; University of Queensland, Australia; Institute of Information Engineering at Chinese Academy of Sciences, China)

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LiResolver: License Incompatibility Resolution for Open Source Software
Sihan Xu , Ya Gao , Lingling Fan , Linyu Li , Xiangrui Cai , and Zheli Liu 
(Nankai University, China)

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More Precise Regression Test Selection via Reasoning about Semantics-Modifying Changes
Yu Liu , Jiyang Zhang , Pengyu Nie , Milos Gligoric , and Owolabi Legunsen 
(University of Texas at Austin, USA; Cornell University, USA)

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Silent Compiler Bug De-duplication via Three-Dimensional Analysis
Chen Yang , Junjie Chen , Xingyu Fan , Jiajun Jiang , and Jun Sun 
(Tianjin University, China; Singapore Management University, Singapore)

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ACETest: Automated Constraint Extraction for Testing Deep Learning Operators
Jingyi Shi , Yang Xiao , Yuekang Li , Yeting Li , Dongsong Yu , Chendong Yu , Hui Su , Yufeng Chen , and Wei Huo 
(Institute of Information Engineering at Chinese Academy of Sciences, China; University of Chinese Academy of Sciences, China; UNSW, Australia; Zhongguancun Laboratory, China)

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DDLDroid: Efficiently Detecting Data Loss Issues in Android Apps
Yuhao Zhou  and Wei Song 
(Nanjing University of Science and Technology, China)

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To Kill a Mutant: An Empirical Study of Mutation Testing Kills
Hang Du , Vijay Krishna Palepu , and James A. Jones 
(University of California at Irvine, USA; Microsoft, USA)

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iSyn: Semi-automated Smart Contract Synthesis from Legal Financial Agreements
Pengcheng Fang , Zhenhua Zou , Xusheng Xiao , and Zhuotao Liu 
(Case Western Reserve University, USA; Tsinghua University, China; Arizona State University, USA)

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RefBERT: A Two-Stage Pre-trained Framework for Automatic Rename Refactoring
Hao Liu , Yanlin Wang , Zhao Wei , Yong Xu , Juhong Wang , Hui Li , and Rongrong Ji 
(Xiamen University, China; Sun Yat-sen University, China; Tencent, China)

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CoopHance: Cooperative Enhancement for Robustness of Deep Learning Systems
Quan Zhang , Yongqiang Tian , Yifeng Ding , Shanshan Li , Chengnian Sun , Yu Jiang , and Jiaguang Sun 
(Tsinghua University, China; University of Waterloo, Canada; University of Illinois at Urbana-Champaign, USA; National University of Defense Technology, China)

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ROME: Testing Image Captioning Systems via Recursive Object Melting
Boxi Yu , Zhiqing Zhong , Jiaqi Li , Yixing Yang , Shilin He , and Pinjia He 
(Chinese University of Hong Kong, China; Microsoft Research, China)

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GPUHarbor: Testing GPU Memory Consistency at Large (Experience Paper)
Reese Levine , Mingun Cho , Devon McKee , Andrew Quinn , and Tyler Sorensen 
(University of California at Santa Cruz, USA; University of California at Davis, USA)

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COME: Commit Message Generation with Modification Embedding
Yichen He , Liran Wang , Kaiyi Wang , Yupeng Zhang , Hang Zhang , and Zhoujun Li 
(Beihang University, China)

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OCFI: Make Function Entry Identification Hard Again
Chengbin Pang , Tiantai Zhang , Xuelan Xu , Linzhang Wang , and Bing Mao 
(Nanjing University, China)

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Catamaran: Low-Overhead Memory Safety Enforcement via Parallel Acceleration
Yiyu Zhang , Tianyi Liu , Zewen Sun , Zhe Chen , Xuandong Li , and Zhiqiang Zuo 
(Nanjing University, China; Nanjing University of Aeronautics and Astronautics, China)

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Latent Imitator: Generating Natural Individual Discriminatory Instances for Black-Box Fairness Testing
Yisong Xiao , Aishan Liu , Tianlin Li , and Xianglong Liu 
(Beihang University, China; Institute of Dataspace, China; Nanyang Technological University, Singapore; Zhongguancun Laboratory, China)

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Simulation-Based Validation for Autonomous Driving Systems
Changwen Li , Joseph Sifakis , Qiang Wang , Rongjie Yan , and Jian Zhang 
(Institute of Software at Chinese Academy of Sciences, China; University of Chinese Academy of Sciences, China; University Grenoble Alpes, France; CNRS, France; Grenoble INP, France; VERIMAG, France; Academy of Military Sciences, China)

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Automated Program Repair from Fuzzing Perspective
YoungJae Kim , Seungheon Han , Askar Yeltayuly Khamit , and Jooyong Yi 
(Ulsan National Institute of Science and Technology, South Korea)

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1dFuzz: Reproduce 1-Day Vulnerabilities with Directed Differential Fuzzing
Songtao Yang , Yubo He , Kaixiang Chen , Zheyu Ma , Xiapu Luo , Yong Xie , Jianjun Chen , and Chao Zhang 
(Tsinghua University, China; Information Engineering University, China; Hong Kong Polytechnic University, China; Qinghai University, China)

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A Bayesian Framework for Automated Debugging
Sungmin Kang , Wonkeun Choi , and Shin Yoo 
(KAIST, South Korea)

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That’s a Tough Call: Studying the Challenges of Call Graph Construction for WebAssembly
Daniel Lehmann , Michelle Thalakottur , Frank Tip , and Michael Pradel 
(University of Stuttgart, Germany; Northeastern University, USA)

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GenCoG: A DSL-Based Approach to Generating Computation Graphs for TVM Testing
Zihan Wang , Pengbo Nie , Xinyuan Miao , Yuting Chen , Chengcheng Wan , Lei Bu , and Jianjun Zhao 
(Shanghai Jiao Tong University, China; East China Normal University, China; Nanjing University, China; Kyushu University, Japan)

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Alligator in Vest: A Practical Failure-Diagnosis Framework via Arm Hardware Features
Yiming Zhang , Yuxin Hu , Haonan Li , Wenxuan Shi , Zhenyu Ning , Xiapu Luo , and Fengwei Zhang 
(Southern University of Science and Technology, China; Hong Kong Polytechnic University, China; Hunan University, China)

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Guiding Greybox Fuzzing with Mutation Testing
Vasudev Vikram , Isabella Laybourn , Ao Li , Nicole Nair , Kelton OBrien , Rafaello Sanna , and Rohan Padhye 
(Carnegie Mellon University, USA; Swarthmore College, USA; University of Minnesota, USA; University of Rochester, USA)

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Testing Automated Driving Systems by Breaking Many Laws Efficiently
Xiaodong Zhang , Wei Zhao , Yang Sun , Jun Sun , Yulong Shen , Xuewen Dong , and Zijiang Yang 
(Xidian University, China; Singapore Management University, Singapore; GuardStrike, China)

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DeepAtash: Focused Test Generation for Deep Learning Systems
Tahereh Zohdinasab , Vincenzo Riccio , and Paolo Tonella 
(USI Lugano, Switzerland)

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SBDT: Search-Based Differential Testing of Certificate Parsers in SSL/TLS Implementations
Chu Chen , Pinghong Ren , Zhenhua Duan , Cong Tian , Xu Lu , and Bin Yu 
(Qufu Normal University, China; Xidian University, China)

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SmartState: Detecting State-Reverting Vulnerabilities in Smart Contracts via Fine-Grained State-Dependency Analysis
Zeqin Liao , Sicheng Hao , Yuhong Nan , and Zibin Zheng 
(Sun Yat-sen University, China)

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ωTest: WebView-Oriented Testing for Android Applications
Jiajun Hu , Lili Wei , Yepang Liu , and Shing-Chi Cheung 
(Hong Kong University of Science and Technology, China; McGill University, Canada; Southern University of Science and Technology, China)

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ModelObfuscator: Obfuscating Model Information to Protect Deployed ML-Based Systems
Mingyi Zhou , Xiang Gao , Jing Wu , John Grundy , Xiao Chen , Chunyang Chen , and Li Li 
(Monash University, Australia; Beihang University, China)

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AGORA: Automated Generation of Test Oracles for REST APIs
Juan C. Alonso , Sergio Segura , and Antonio Ruiz-Cortés 
(University of Seville, Spain)

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Fuzzing Embedded Systems using Debug Interfaces
Max Eisele , Daniel Ebert , Christopher Huth , and Andreas Zeller 
(Robert Bosch, Germany; Saarland University, Germany; CISPA Helmholtz Center for Information Security, Germany)

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Splendor: Static Detection of Stored XSS in Modern Web Applications
He Su , Feng Li , Lili Xu , Wenbo Hu , Yujie Sun , Qing Sun , Huina Chao , and Wei Huo 
(Institute of Information Engineering at Chinese Academy of Sciences, China)

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Applying and Extending the Delta Debugging Algorithm for Elevator Dispatching Algorithms (Experience Paper)
Pablo Valle , Aitor Arrieta , and Maite Arratibel 
(Mondragon University, Spain; Orona, Spain)

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Finding Short Slow Inputs Faster with Grammar-Based Search
Ziyad Alsaeed  and Michal Young 
(Qassim University, Saudi Arabia; University of Oregon, USA)

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Transforming Test Suites into Croissants
Yang Chen , Alperen Yildiz , Darko Marinov , and Reyhaneh Jabbarvand 
(University of Illinois at Urbana-Champaign, USA; Sabanci University, Turkey)

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Tai-e: A Developer-Friendly Static Analysis Framework for Java by Harnessing the Good Designs of Classics
Tian Tan  and Yue Li 
(Nanjing University, China)

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Improving Binary Code Similarity Transformer Models by Semantics-Driven Instruction Deemphasis
Xiangzhe Xu , Shiwei Feng , Yapeng Ye , Guangyu Shen , Zian Su , Siyuan Cheng , Guanhong Tao , Qingkai Shi , Zhuo Zhang , and Xiangyu Zhang 
(Purdue University, USA)

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Data Constraint Mining for Automatic Reconciliation Scripts Generation
Tianxiao Wang , Chen Zhi , Xiaoqun Zhou , Jinjie Wu , Jianwei Yin , and Shuiguang Deng 
(Zhejiang University, China; Alibaba-Zhejiang University Joint Institute of Frontier Technologies, China; Alibaba Group, China)

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Guided Retraining to Enhance the Detection of Difficult Android Malware
Nadia Daoudi , Kevin Allix , Tegawendé F. Bissyandé , and Jacques Klein 
(University of Luxembourg, Luxembourg; CentraleSupélec, France)

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DeFiTainter: Detecting Price Manipulation Vulnerabilities in DeFi Protocols
Queping Kong , Jiachi Chen , Yanlin Wang , Zigui Jiang , and Zibin Zheng 
(Sun Yat-sen University, China)

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Beyond “Protected” and “Private”: An Empirical Security Analysis of Custom Function Modifiers in Smart Contracts
Yuzhou Fang , Daoyuan Wu , Xiao Yi , Shuai Wang , Yufan Chen , Mengjie Chen , Yang Liu , and Lingxiao Jiang 
(Hong Kong University of Science and Technology, China; Chinese University of Hong Kong, China; Xidian University, China; Mask Network, China; Nanyang Technological University, Singapore; Singapore Management University, Singapore)

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Synthesizing Speech Test Cases with Text-to-Speech? An Empirical Study on the False Alarms in Automated Speech Recognition Testing
Julia Kaiwen Lau , Kelvin Kai Wen Kong , Julian Hao Yong , Per Hoong Tan , Zhou Yang , Zi Qian Yong , Joshua Chern Wey Low , Chun Yong Chong , Mei Kuan Lim , and David Lo 
(Monash University Malaysia, Malaysia; Singapore Management University, Singapore)

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A Tale of Two Approximations: Tightening Over-Approximation for DNN Robustness Verification via Under-Approximation
Zhiyi Xue , Si Liu , Zhaodi Zhang , Yiting Wu , and Min Zhang 
(East China Normal University, China; ETH Zurich, Switzerland; Chengdu Education Research Institute, China)

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SlipCover: Near Zero-Overhead Code Coverage for Python
Juan Altmayer Pizzorno  and Emery D. Berger 
(University of Massachusetts Amherst, USA)

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Systematic Testing of the Data-Poisoning Robustness of KNN
Yannan Li , Jingbo Wang , and Chao Wang 
(University of Southern California, USA)

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GrayC: Greybox Fuzzing of Compilers and Analysers for C
Karine Even-Mendoza , Arindam Sharma , Alastair F. Donaldson , and Cristian Cadar 
(King’s College London, UK; Imperial College London, UK)

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Enhancing REST API Testing with NLP Techniques
Myeongsoo Kim , Davide Corradini , Saurabh Sinha , Alessandro Orso , Michele Pasqua , Rachel Tzoref-Brill , and Mariano Ceccato 
(Georgia Institute of Technology, USA; University of Verona, Italy; IBM Research, USA; IBM Research, Israel)

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Automated Generation of Security-Centric Descriptions for Smart Contract Bytecode
Yu Pan , Zhichao Xu , Levi Taiji Li , Yunhe Yang , and Mu Zhang 
(University of Utah, USA)

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Toward Automated Detecting Unanticipated Price Feed in Smart Contract
Yifan Mo , Jiachi Chen , Yanlin Wang , and Zibin Zheng 
(Sun Yat-sen University, China)

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Virtual Reality (VR) Automated Testing in the Wild: A Case Study on Unity-Based VR Applications
Dhia Elhaq Rzig , Nafees Iqbal , Isabella Attisano , Xue Qin , and Foyzul Hassan 
(University of Michigan at Dearborn, USA; Villanova University, USA)

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How Effective Are Neural Networks for Fixing Security Vulnerabilities
Yi Wu , Nan Jiang , Hung Viet Pham , Thibaud Lutellier , Jordan Davis , Lin Tan , Petr Babkin , and Sameena Shah 
(Purdue University, USA; York University, Canada; University of Alberta, Canada; J.P. Morgan AI Research, USA)

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Rare Path Guided Fuzzing
Seemanta Saha , Laboni Sarker , Md Shafiuzzaman , Chaofan Shou , Albert Li , Ganesh Sankaran , and Tevfik Bultan 
(University of California at Santa Barbara, USA)

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CGuard: Scalable and Precise Object Bounds Protection for C
Piyus Kedia , Rahul Purandare , Udit Agarwal , and Rishabh 
(IIIT Delhi, India; University of Nebraska-Lincoln, USA; University of British Columbia, Canada; GGSIPU, India)

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An Empirical Study of Functional Bugs in Android Apps
Yiheng Xiong , Mengqian Xu , Ting Su , Jingling Sun , Jue Wang , He Wen , Geguang Pu , Jifeng He , and Zhendong Su 
(East China Normal University, China; Nanjing University, China; ETH Zurich, Switzerland)

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NodeRT: Detecting Races in Node.js Applications Practically
Jingyao Zhou , Lei Xu , Gongzheng Lu , Weifeng Zhang , and Xiangyu Zhang 
(Nanjing University, China; Suzhou City University, China; Nanjing University of Posts and Telecommunications, China; Purdue University, USA)

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An Empirical Study on Concurrency Bugs in Interrupt-Driven Embedded Software
Chao Li , Rui Chen , Boxiang Wang , Zhixuan Wang , Tingting Yu , Yunsong Jiang , Bin Gu , and Mengfei Yang 
(Beijing Institute of Control Engineering, China; Beijing Sunwise Information Technology, China; Xidian University, China; China Academy of Space Technology, China)

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CodeGrid: A Grid Representation of Code
Abdoul Kader Kaboré , Earl T. Barr , Jacques Klein , and Tegawendé F. Bissyandé 
(University of Luxembourg, Luxembourg; University College London, UK; Google DeepMind, Canada)

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Detecting Condition-Related Bugs with Control Flow Graph Neural Network
Jian Zhang , Xu Wang , Hongyu Zhang , Hailong Sun , Xudong Liu , Chunming Hu , and Yang Liu 
(Beihang University, China; Chongqing University, China; Nanyang Technological University, Singapore)

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Third-Party Library Dependency for Large-Scale SCA in the C/C++ Ecosystem: How Far Are We?
Ling Jiang , Hengchen Yuan , Qiyi Tang , Sen Nie , Shi Wu , and Yuqun Zhang 
(Southern University of Science and Technology, China; Tencent Security Keen Lab, China)

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Green Fuzzer Benchmarking
Jiradet Ounjai , Valentin Wüstholz , and Maria Christakis 
(MPI-SWS, Germany; ConsenSys, Austria; TU Wien, Austria)

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Interpreters for GNN-Based Vulnerability Detection: Are We There Yet?
Yutao Hu , Suyuan Wang , Wenke Li , Junru Peng , Yueming Wu , Deqing Zou , and Hai Jin 
(Huazhong University of Science and Technology, China; Wuhan University, China; Nanyang Technological University, Singapore)

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An Empirical Study on the Effects of Obfuscation on Static Machine Learning-Based Malicious JavaScript Detectors
Kunlun Ren , Weizhong Qiang , Yueming Wu , Yi Zhou , Deqing Zou , and Hai Jin 
(Huazhong University of Science and Technology, China; Nanyang Technological University, Singapore)

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Understanding Breaking Changes in the Wild
Dhanushka Jayasuriya , Valerio Terragni , Jens Dietrich , Samuel Ou , and Kelly Blincoe 
(University of Auckland, New Zealand; Victoria University of Wellington, New Zealand)

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Improving Spectrum-Based Localization of Multiple Faults by Iterative Test Suite Reduction
Dylan Callaghan  and Bernd Fischer 
(Stellenbosch University, South Africa)

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Extracting Inline Tests from Unit Tests
Yu Liu , Pengyu Nie , Anna Guo , Milos Gligoric , and Owolabi Legunsen 
(University of Texas at Austin, USA; Cornell University, USA)

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DDLDroid: A Static Analyzer for Automatically Detecting Data Loss Issues in Android Applications
Yuhao Zhou  and Wei Song 
(Nanjing University of Science and Technology, China)

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Behaviorally Typed State Machines in TypeScript for Heterogeneous Swarms
Roland Kuhn  and Alan Darmasaputra 
(Actyx, Germany)

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ECSTATIC: Automatic Configuration-Aware Testing and Debugging of Static Analysis Tools
Austin Mordahl , Dakota Soles , Miao Miao , Zenong Zhang , and Shiyi Wei 
(University of Texas at Dallas, USA)

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RustSmith: Random Differential Compiler Testing for Rust
Mayank Sharma , Pingshi Yu , and Alastair F. Donaldson 
(Imperial College London, UK)

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KeenTune: Automated Tuning Tool for Cloud Application Performance Testing and Optimization
Qinglong Wang , Runzhe Wang , Yuxi Hu , Xiaohai Shi , Zheng Liu , Tao Ma , Houbing Song , and Heyuan Shi 
(Alibaba Group, China; University of Maryland, Baltimore County, USA; Central South University, China)

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KDAlloc: The KLEE Deterministic Allocator: Deterministic Memory Allocation during Symbolic Execution and Test Case Replay
Daniel Schemmel , Julian Büning , Frank Busse , Martin Nowack , and Cristian Cadar 
(Imperial College London, UK; RWTH Aachen University, Germany)

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EDHOC-Fuzzer: An EDHOC Protocol State Fuzzer
Konstantinos Sagonas  and Thanasis Typaldos 
(Uppsala University, Sweden; National Technical University of Athens, Greece)

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MetaData262: Automatic Test Suite Selection for Partial JavaScript Implementations
Frederico Ramos , Diogo Costa Reis , Miguel Trigo , António Morgado , and José Fragoso Santos 
(Instituto Superior Técnico, Portugal; University of Lleida, Spain; INESC-ID, Portugal)

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RobotBT: Behavior-Tree-Based Test-Case Specification for the Robot Framework
Sven Peldszus , Noubar Akopian , and Thorsten Berger 
(Ruhr University Bochum, Germany; Chalmers, Sweden; University of Gothenburg, Sweden)

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TreeLine and SlackLine: Grammar-Based Performance Fuzzing on Coffee Break
Ziyad Alsaeed  and Michal Young 
(Qassim University, Saudi Arabia; University of Oregon, USA)

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Oven: Safe and Live Communication Protocols in Scala, using Synthetic Behavioural Type Analysis
Francisco Ferreira  and Sung-Shik Jongmans 
(Royal Holloway University of London, UK; Open University of the Netherlands, Netherlands; CWI, Netherlands)

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SymRustC: A Hybrid Fuzzer for Rust
Frédéric Tuong , Mohammad Omidvar Tehrani , Marco Gaboardi , and Steven Y. Ko 
(Simon Fraser University, Canada; Boston University, USA)

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EvoSpex: A Search-Based Tool for Postcondition Inference
Facundo Molina , Pablo Ponzio , Nazareno Aguirre , and Marcelo F. Frias 
(IMDEA Software Institute, Spain; University of Rio Cuarto, Argentina; CONICET, Argentina; University of Texas at El Paso, USA)

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PExReport-Maven: Creating Pruned Executable Cross-Project Failure Reports in Maven Build System
Sunzhou Huang  and Xiaoyin Wang 
(University of Texas at San Antonio, USA)

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Quantitative Robustness Analysis of Neural Networks
Mara Downing 
(University of California at Santa Barbara, USA)

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Automatic Testing and Benchmarking for Configurable Static Analysis Tools
Austin Mordahl 
(University of Texas at Dallas, USA)

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Type Automata
Ori Roth 
(Technion, Israel)

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Harnessing Large Language Models for Simulink Toolchain Testing and Developing Diverse Open-Source Corpora of Simulink Models for Metric and Evolution Analysis
Sohil Lal Shrestha 
(University of Texas at Arlington, USA)

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Fairness Testing for Recommender Systems
Huizhong Guo 
(Zhejiang University, China)

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Quantitative Symbolic Similarity Analysis
Laboni Sarker 
(University of California at Santa Barbara, USA)

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Reasoning about MLIR Semantics through Effects and Handlers
Pingshi Yu 
(Imperial College London, UK)

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