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title: "ACM Transactions on Software Engineering and Methodology"
description: "All 269 papers of ACM Transactions on Software Engineering and Methodology 2024 · page 2 of 3, the most cited first; those with our…"
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# ACM Transactions on Software Engineering and Methodology 2024: all accepted papers

269 papers · page 2 of 3 · the most cited first · [← ACM Transactions on Software Engineering and Methodology 2024](https://md.research.elamur.ai/free/en/venues/acm-transactions-on-software-engineering-and-methodology/2024/)

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101. **[Detecting Refactoring Commits in Machine Learning Python Projects: A Machine Learning-Based Approach ↗](https://doi.org/10.1145/3705309)**Shayan Noei, Heng Li, Ying Zou*11 citations*
102. **[From Triumph to Uncertainty: The Journey of Software Engineering in the AI Era ↗](https://doi.org/10.1145/3709360)**Antonio Mastropaolo, Camilo Escobar‐Velásquez, Mario Linares‐Vásquez*11 citations*
103. **[Less Is More: Unlocking Semi-Supervised Deep Learning for Vulnerability Detection ↗](https://doi.org/10.1145/3699602)**Xiao Yu, Guancheng Lin, Xing Hu et al.*11 citations*
104. **[On Process Discovery Experimentation: Addressing the Need for Research Methodology in Process Discovery ↗](https://doi.org/10.1145/3672447)**Jana-Rebecca Rehse, Sander J. J. Leemans, Peter Fettke et al.*11 citations*
105. **[On the Model Update Strategies for Supervised Learning in AIOps Solutions ↗](https://doi.org/10.1145/3664599)**Yingzhe Lyu, Heng Li, Zhen Ming Jiang et al.*11 citations*
106. **[Patch Correctness Assessment: A Survey ↗](https://doi.org/10.1145/3702972)**Zhiwei Fei, Jidong Ge, Chuanyi Li et al.*11 citations*
107. **[Software Security Analysis in 2030 and Beyond: A Research Roadmap ↗](https://doi.org/10.1145/3708533)**Marcel Böhme, Eric Bodden, Tevfik Bultan et al.*11 citations*
108. **[Solving the t -Wise Coverage Maximum Problem via Effective and Efficient Local Search-Based Sampling ↗](https://doi.org/10.1145/3688836)**Chuan Wen Luo, Jianping Song, Qiyuan Zhao et al.*11 citations*
109. **[Test Case Minimization with Quantum Annealers ↗](https://doi.org/10.1145/3680467)**Xinyi Wang, Asmar Muqeet, Tao Yue et al.*11 citations*
110. **[Understanding the OSS Communities of Deep Learning Frameworks: A Comparative Case Study of P y T orch and T ensor F low ↗](https://doi.org/10.1145/3705303)**Ye Chen, Zhiyuan Wan, Yifei Zhuang et al.*11 citations*
111. **[ZigZagFuzz: Interleaved Fuzzing of Program Options and Files ↗](https://doi.org/10.1145/3697014)**Ahcheong Lee, Youngseok Choi, Shin Hong et al.*11 citations*
112. **[llasm: Naming Functions in Binaries by Fusing Encoder-only and Decoder-only LLMs ↗](https://doi.org/10.1145/3702988)**Zihan Sha, Hao Wang, Zeyu Gao et al.*11 citations*
113. **[A Large-Scale Study of IoT Security Weaknesses and Vulnerabilities in the Wild ↗](https://doi.org/10.1145/3691628)**Madhu Selvaraj, Gias Uddin*10 citations*
114. **[An Empirical Analysis of Issue Templates Usage in Large-Scale Projects on GitHub ↗](https://doi.org/10.1145/3643673)**Emre Sülün, Metehan Saçakçı, Eray Tüzün*10 citations*
115. **[Can GitHub Issues Help in App Review Classifications? ↗](https://doi.org/10.1145/3678170)**Yasaman Abedini, Abbas Heydarnoori*10 citations*
116. **[Cleaning Up Confounding: Accounting for Endogeneity Using Instrumental Variables and Two-Stage Models ↗](https://doi.org/10.1145/3674730)**Lorenz Graf‐Vlachy, Stefan Wagner*10 citations*
117. **[Context-based Transfer Learning for Structuring Fault Localization and Program Repair Automation ↗](https://doi.org/10.1145/3705302)**Lehuan Zhang, Shikai Guo, Yi Guo et al.*10 citations*
118. **[Generating Python Type Annotations from Type Inference: How Far Are We? ↗](https://doi.org/10.1145/3652153)**Yimeng Guo, Zhifei Chen, Lin Chen et al.*10 citations*
119. **[A Roadmap for Software Testing in Open-Collaborative and AI-Powered Era ↗](https://doi.org/10.1145/3709355)**Qing Wang, Junjie Wang, Mingyang Li et al.*9 citations*
120. **[ARCTURUS : Full Coverage Binary Similarity Analysis with Reachability-guided Emulation ↗](https://doi.org/10.1145/3640337)**Anshunkang Zhou, Yikun Hu, Xiangzhe Xu et al.*9 citations*
121. **[Automated Commit Intelligence by Pre-training ↗](https://doi.org/10.1145/3674731)**Shangqing Liu, Yanzhou Li, Xiaofei Xie et al.*9 citations*
122. **[Automated Mapping of Vulnerability Advisories onto their Fix Commits in Open Source Repositories ↗](https://doi.org/10.1145/3649590)**Daan Hommersom, Antonino Sabetta, Bonaventura Coppola et al.*9 citations*
123. **[Efficient Management of Containers for Software Defined Vehicles ↗](https://doi.org/10.1145/3672461)**Anwar Ghammam, Rania Khalsi, Marouane Kessentini et al.*9 citations*
124. **[Fairness Concerns in App Reviews: A Study on AI-Based Mobile Apps ↗](https://doi.org/10.1145/3690633)**Ali Rezaei Nasab, Maedeh Dashti, Mojtaba Shahin et al.*9 citations*
125. **[Harmonising Contributions: Exploring Diversity in Software Engineering through CQA Mining on Stack Overflow ↗](https://doi.org/10.1145/3672453)**Elijah Zolduoarrati, Sherlock A. Licorish, Nigel Stanger*9 citations*
126. **[History-Driven Fuzzing for Deep Learning Libraries ↗](https://doi.org/10.1145/3688838)**Nima Shiri Harzevili, Mohammad Mahdi Mohajer, Moshi Wei et al.*9 citations*
127. **[Let’s Discover More API Relations: A Large Language Model-Based AI Chain for Unsupervised API Relation Inference ↗](https://doi.org/10.1145/3680469)**Qing Yun Huang, Yanbang Sun, Zhenchang Xing et al.*9 citations*
128. **[Mapping APIs in Dynamic-typed Programs by Leveraging Transfer Learning ↗](https://doi.org/10.1145/3641848)**Zhenfei Huang, Junjie Chen, Jiajun Jiang et al.*9 citations*
129. **[Octopus : Scaling Value-Flow Analysis via Parallel Collection of Realizable Path Conditions ↗](https://doi.org/10.1145/3632743)**Wensheng Tang, Dejun Dong, Shijie Li et al.*9 citations*
130. **[Prioritizing Speech Test Cases ↗](https://doi.org/10.1145/3707450)**Zhou Yang, Jieke Shi, Muhammad Hilmi Asyrofi et al.*9 citations*
131. **[T-Rec: Fine-Grained Language-Agnostic Program Reduction Guided by Lexical Syntax ↗](https://doi.org/10.1145/3690631)**Zhenyang Xu, Yongqiang Tian, Mengxiao Zhang et al.*9 citations*
132. **[Test Input Prioritization for 3D Point Clouds ↗](https://doi.org/10.1145/3643676)**Yinghua Li, Xueqi Dang, Lei Ma et al.*9 citations*
133. **[A Formal Explainer for Just-In-Time Defect Predictions ↗](https://doi.org/10.1145/3664809)**Jinqiang Yu, Michael C. Fu, Alexey Ignatiev et al.*8 citations*
134. **[DSHGT : Dual-Supervisors Heterogeneous Graph Transformer—A Pioneer Study of Using Heterogeneous Graph Learning for Detecting Software Vulnerabilities ↗](https://doi.org/10.1145/3674729)**Tiehua Zhang, Rui Xu, Jianping Zhang et al.*8 citations*
135. **[Don’t Complete It! Preventing Unhelpful Code Completion for Productive and Sustainable Neural Code Completion Systems ↗](https://doi.org/10.1145/3688831)**Zhensu Sun, Xiaoning Du, Fu Song et al.*8 citations*
136. **[Fairness Testing of Machine Translation Systems ↗](https://doi.org/10.1145/3664608)**Zeyu Sun, Zhenpeng Chen, Jie M. Zhang et al.*8 citations*
137. **[Machine Translation Testing via Syntactic Tree Pruning ↗](https://doi.org/10.1145/3640329)**Quanjun Zhang, Juan Zhai, Chunrong Fang et al.*8 citations*
138. **[My Fuzzers Won’t Build: An Empirical Study of Fuzzing Build Failures ↗](https://doi.org/10.1145/3688842)**Olivier Nourry, Yutaro Kashiwa, Weiyi Shang et al.*8 citations*
139. **[Neuron Semantic-Guided Test Generation for Deep Neural Networks Fuzzing ↗](https://doi.org/10.1145/3688835)**Li Huang, Weifeng Sun, Meng Ling Yan et al.*8 citations*
140. **[On the Understandability of Design-Level Security Practices in Infrastructure-as-Code Scripts and Deployment Architectures ↗](https://doi.org/10.1145/3691630)**Evangelos Ntentos, Nicole Elisabeth Lueger, Georg Simhandl et al.*8 citations*
141. **[QuanTest: Entanglement-Guided Testing of Quantum Neural Network Systems ↗](https://doi.org/10.1145/3688840)**Jinjing Shi, Zimeng Xiao, Heyuan Shi et al.*8 citations*
142. **[RE Methods for Virtual Reality Software Product Development: A Mapping Study ↗](https://doi.org/10.1145/3649595)**Sai Anirudh Karre, Y. Raghu Reddy, Raghav Mittal*8 citations*
143. **[Reusing d-DNNFs for Efficient Feature-Model Counting ↗](https://doi.org/10.1145/3680465)**Chico Sundermann, Heiko Raab, Tobias Heß et al.*8 citations*
144. **[Systematic Literature Review of Commercial Participation in Open Source Software ↗](https://doi.org/10.1145/3690632)**Xuetao Li, Yuxia Zhang, Cailean Osborne et al.*8 citations*
145. **[The IDEA of Us: An Identity-Aware Architecture for Autonomous Systems ↗](https://doi.org/10.1145/3654439)**Carlos Gavidia-Calderon, Anastasia Kordoni, Amel Bennaceur et al.*8 citations*
146. **[Toward Better Comprehension of Breaking Changes in the NPM Ecosystem ↗](https://doi.org/10.1145/3702991)**Dezhen Kong, Jiakun Liu, Lingfeng Bao et al.*8 citations*
147. **[Trained without My Consent: Detecting Code Inclusion in Language Models Trained on Code ↗](https://doi.org/10.1145/3702980)**Vahid Majdinasab, Amin Nikanjam, Foutse Khomh*8 citations*
148. **[Understanding Vulnerability Inducing Commits of the Linux Kernel ↗](https://doi.org/10.1145/3672452)**Muhui Jiang, Jinan Jiang, Tao Wu et al.*8 citations*
149. **[A Catalog of Data Smells for Coding Tasks ↗](https://doi.org/10.1145/3707457)**Antonio Vitale, Rocco Oliveto, Simone Scalabrino*7 citations*
150. **[Analyzing and Detecting Information Types of Developer Live Chat Threads ↗](https://doi.org/10.1145/3643677)**Xiuwei Shang, Shuai Zhang, Yitong Zhang et al.*7 citations*
151. **[Data Complexity: A New Perspective for Analyzing the Difficulty of Defect Prediction Tasks ↗](https://doi.org/10.1145/3649596)**Xiaohui Wan, Zheng Zheng, Fangyun Qin et al.*7 citations*
152. **[Grammar Mutation for Testing Input Parsers ↗](https://doi.org/10.1145/3708517)**Bachir Bendrissou, Cristian Cadar, Alastair F. Donaldson*7 citations*
153. **[Help Them Understand: Testing and Improving Voice User Interfaces ↗](https://doi.org/10.1145/3654438)**Emanuela Guglielmi, Giovanni Rosa, Simone Scalabrino et al.*7 citations*
154. **[MeDeT: Medical Device Digital Twins Creation with Few-shot Meta-learning ↗](https://doi.org/10.1145/3708534)**Hassan Sartaj, Shaukat Ali, Julie Marie Gjøby*7 citations*
155. **[RuMono: Fuzz Driver Synthesis for Rust Generic APIs ↗](https://doi.org/10.1145/3709359)**Yehong Zhang, Jun Hui Wu, Hui Xu*7 citations*
156. **[Supporting Safety Analysis of Image-processing DNNs through Clustering-based Approaches ↗](https://doi.org/10.1145/3643671)**Mohammed Oualid Attaoui, Hazem M. Fahmy, Fabrizio Pastore et al.*7 citations*
157. **[Vulnerability Repair via Concolic Execution and Code Mutations ↗](https://doi.org/10.1145/3707454)**Ridwan Shariffdeen, Christopher S. Timperley, Yannic Noller et al.*7 citations*
158. **[ZS4C: Zero-Shot Synthesis of Compilable Code for Incomplete Code Snippets Using LLMs ↗](https://doi.org/10.1145/3702979)**Azmain Kabir, Shaowei Wang, Yuan Tian et al.*7 citations*
159. **[CARL: Unsupervised Code-Based Adversarial Attacks for Programming Language Models via Reinforcement Learning ↗](https://doi.org/10.1145/3688839)**Kaichun Yao, Hao Wang, Chuan Qin et al.*6 citations*
160. **[DiPri : Distance-Based Seed Prioritization for Greybox Fuzzing ↗](https://doi.org/10.1145/3654440)**Ruixiang Qian, Quanjun Zhang, Chunrong Fang et al.*6 citations*
161. **[Identifying Performance Issues in Cloud Service Systems Based on Relational-Temporal Features ↗](https://doi.org/10.1145/3702978)**Wenwei Gu, Jinyang Liu, Zhuangbin Chen et al.*6 citations*
162. **[Mobile Application Online Cross-Project Just-in-Time Software Defect Prediction Framework ↗](https://doi.org/10.1145/3664607)**Siyu Jiang, Zhenhang He, Yuwen Chen et al.*6 citations*
163. **[Precisely Extracting Complex Variable Values from Android Apps ↗](https://doi.org/10.1145/3649591)**Marc Miltenberger, Steven Arzt*6 citations*
164. **[Reinforcement Learning Informed Evolutionary Search for Autonomous Systems Testing ↗](https://doi.org/10.1145/3680468)**Dmytro Viktorovych Humeniuk, Foutse Khomh, Giuliano Antoniol*6 citations*
165. **[Word Closure-Based Metamorphic Testing for Machine Translation ↗](https://doi.org/10.1145/3675396)**Xiaoyuan Xie, Shuo Jin, Songqiang Chen et al.*6 citations*
166. **[A Systematic Literature Review of Multi-Label Learning in Software Engineering ↗](https://doi.org/10.1145/3708532)**Joonas Hämäläinen, Teerath Das, Tommi Mikkonen*5 citations*
167. **[An Exploratory Study on Machine Learning Model Management ↗](https://doi.org/10.1145/3688841)**Jasmine Latendresse, Samuel Abedu, Ahmad Abdellatif et al.*5 citations*
168. **[AutoRIC: Automated Neural Network Repairing Based on Constrained Optimization ↗](https://doi.org/10.1145/3690634)**Xinyu Sun, Wanwei Liu, Shangwen Wang et al.*5 citations*
169. **[Automated Quantum Protocol Verification Based on Concurrent Dynamic Quantum Logic ↗](https://doi.org/10.1145/3708475)**Canh Minh Do, Tsubasa Takagi, Kazuhiro Ogata*5 citations*
170. **[BatFix: Repairing language model-based transpilation ↗](https://doi.org/10.1145/3658668)**Daniel Ramos, Inês Lynce, Vasco M. Manquinho et al.*5 citations*
171. **[Beyond Cohesion and Coupling: Integrating Control Flow in Software Modularization Process for Better Code Comprehensibility ↗](https://doi.org/10.1145/3707452)**Babak Pourasghar, Habib Izadkhah, Maryam Akhtari*5 citations*
172. **[Demystifying React Native Android Apps for Static Analysis ↗](https://doi.org/10.1145/3702977)**Yonghui Liu, Xiao Chen, Pei Liu et al.*5 citations*
173. **[Effective Hard Negative Mining for Contrastive Learning-Based Code Search ↗](https://doi.org/10.1145/3695994)**Fan Ye, Chuanyi Li, Jidong Ge et al.*5 citations*
174. **[Efficient Multivariate Time Series Anomaly Detection through Transfer Learning for Large-Scale Software Systems ↗](https://doi.org/10.1145/3702984)**Yongqian Sun, Minghan Liang, Shenglin Zhang et al.*5 citations*
175. **[Explaining Explanations: An Empirical Study of Explanations in Code Reviews ↗](https://doi.org/10.1145/3708518)**Ratnadira Widyasari, Ting Zhang, Abir Bouraffa et al.*5 citations*
176. **[Graphuzz: Data-driven Seed Scheduling for Coverage-guided Greybox Fuzzing ↗](https://doi.org/10.1145/3664603)**Hang Xu, Liheng Chen, Shuitao Gan et al.*5 citations*
177. **[Identifying the Failure-Revealing Test Cases in Metamorphic Testing: A Statistical Approach ↗](https://doi.org/10.1145/3695990)**Zheng Zheng, Daixu Ren, Huai Liu et al.*5 citations*
178. **[Instance Space Analysis of Testing of Autonomous Vehicles in Critical Scenarios ↗](https://doi.org/10.1145/3699596)**Victor Crespo-Rodriguez, Neelofar Neelofar, Aldeida Aleti et al.*5 citations*
179. **[Is It Hard to Generate Holistic Commit Message? ↗](https://doi.org/10.1145/3695996)**Guoqing Wang, Zeyu Sun, Jinhao Dong et al.*5 citations*
180. **[MULTICR: Predicting Merged and Abandoned Code Changes in Modern Code Review Using Multi-Objective Search ↗](https://doi.org/10.1145/3680472)**Moataz Chouchen, Ali Ouni, Mohamed Wiem Mkaouer*5 citations*
181. **[NLPLego: Assembling Test Generation for Natural Language Processing Applications ↗](https://doi.org/10.1145/3691631)**Pin Ji, Yang Feng, Ruohao Zhang et al.*5 citations*
182. **[Neuron Sensitivity-Guided Test Case Selection ↗](https://doi.org/10.1145/3672454)**Dong Huang, Qingwen Bu, Yichao Fu et al.*5 citations*
183. **[Non-Flaky and Nearly Optimal Time-Based Treatment of Asynchronous Wait Web Tests ↗](https://doi.org/10.1145/3695989)**Yu Pei, Jeongju Sohn, Sarra Habchi et al.*5 citations*
184. **[On the Impact of Lower Recall and Precision in Defect Prediction for Guiding Search-based Software Testing ↗](https://doi.org/10.1145/3655022)**Anjana Perera, Burak Turhan, Aldeida Aleti et al.*5 citations*
185. **[ROSE: An IDE-Based Interactive Repair Framework for Debugging ↗](https://doi.org/10.1145/3705306)**Steven P. Reiss, Xuan Wei, J P Yuan et al.*5 citations*
186. **[A Comprehensive View on TD Prevention Practices and Reasons for Not Preventing It ↗](https://doi.org/10.1145/3674727)**Sávio Freire, Alexia Pacheco, Nicolli Rios et al.*4 citations*
187. **[Evolution-Aware Constraint Derivation Approach for Software Remodularization ↗](https://doi.org/10.1145/3676960)**Fanyi Meng, Ying Wang, Chun Yong Chong et al.*4 citations*
188. **[KBX: Verified Model Synchronization via Formal Bidirectional Transformation ↗](https://doi.org/10.1145/3696000)**Jianhong Zhao, Yongwang Zhao, Peisen Yao et al.*4 citations*
189. **[Leveraging Data Characteristics for Bug Localization in Deep Learning Programs ↗](https://doi.org/10.1145/3708473)**Ruchira Manke, Mohammad Wardat, Foutse Khomh et al.*4 citations*
190. **[MiniScope : Automated UI Exploration and Privacy Inconsistency Detection of MiniApps via Two-phase Iterative Hybrid Analysis ↗](https://doi.org/10.1145/3709351)**Shenao Wang, Yuekang Li, Kailong Wang et al.*4 citations*
191. **[Real-time Rectifying Flight Control Misconfiguration Using Intelligent Agent ↗](https://doi.org/10.1145/3702994)**Ruidong Han, Shangzhi Xu, Juanru Li et al.*4 citations*
192. **[Revealing the Unseen: AI Chain on LLMs for Predicting Implicit Dataflows to Generate Dataflow Graphs in Dynamically Typed Code ↗](https://doi.org/10.1145/3672458)**Qing Yun Huang, Zhiwen Luo, Zhenchang Xing et al.*4 citations*
193. **[Risky Dynamic Typing-related Practices in Python: An Empirical Study ↗](https://doi.org/10.1145/3649593)**Zhifei Chen, Lin Chen, Yibiao Yang et al.*4 citations*
194. **[SpectAcle : Fault Localisation of AI-Enabled CPS by Exploiting Sequences of DNN Controller Inferences ↗](https://doi.org/10.1145/3705307)**Deyun Lyu, Zhenya Zhang, Paolo Arcaini et al.*4 citations*
195. **[Synthesis and Verification of Mission Plans for Multiple Autonomous Agents under Complex Road Conditions ↗](https://doi.org/10.1145/3672445)**Rong Gu, Eduard Baranov, Afshin Ameri et al.*4 citations*
196. **[Timing Side-Channel Mitigation via Automated Program Repair ↗](https://doi.org/10.1145/3678169)**Haifeng Ruan, Yannic Noller, Saeid Tizpaz-Niari et al.*4 citations*
197. **[Understanding Test Convention Consistency as a Dimension of Test Quality ↗](https://doi.org/10.1145/3672448)**Martin P. Robillard, Mathieu Nassif, Muhammad Sohail*4 citations*
198. **[An Empirical Study on Governance in Bitcoin’s Consensus Evolution ↗](https://doi.org/10.1145/3699600)**Jakob Svennevik Notland, Mariusz Nowostawski, Jingyue Li*3 citations*
199. **[Automated Testing Linguistic Capabilities of NLP Models ↗](https://doi.org/10.1145/3672455)**Jaeseong Lee, S. H. Chen, Austin Mordahl et al.*3 citations*
200. **[Battling against Protocol Fuzzing: Protecting Networked Embedded Devices from Dynamic Fuzzers ↗](https://doi.org/10.1145/3641847)**Puzhuo Liu, Yaowen Zheng, C. P. Sun et al.*3 citations*

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