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Automated Software Engineering, Volume 33
Volume 33, Number 1, June 2026
- Rui He, Liang Zhang, Liangqing Lyu, Changbin Xue:

Enhancing the ability of LLMs for spaceborne equipment code generation via retrieval-augmented generation and contrastive learning. 1 - Haitao Sun, Ying Wang, Hai Yu, Zhiliang Zhu:

Enhanced neighborhood metric for spreadsheet fault prediction. 2 - Yinan Chen

, Yuan Huang, Xiangping Chen, Pengfei Shen, Lei Yun:
GPTVD: vulnerability detection and analysis method based on LLM's chain of thoughts. 3 - Maha Alharbi, Mohammad R. Alshayeb:

Automatic Code Generation Techniques: A Systematic Literature Review. 4 - Mengliang Li, Qiang Shen, Xiaoxue Ren, Han Fu, Zhuo Li, Jianling Sun:

HMF: Enhancing reentrancy vulnerability detection and repair with a hybrid model framework. 5 - Ming Zhong, Zisheng Zeng, Yijia Guo, Dandan Zhao, Bo Zhang, Shenghong Li, Hao Peng, Zhiguo Ding

:
Intelligent test case generation method for fuzzing IoT protocols based on LLM. 6 - Zhenyu Qi, Haotang Li, Hao Qin, Kebin Peng, Sen He, Xue Qin:

Harnessing large language models for virtual reality exploration testing: a case study. 7 - Omur Sahin, Man Zhang, Andrea Arcuri:

Causes and effects of fitness landscapes in system test generation: a replication study. 8 - Jiayin Song, Yike Li, Yunzhe Tian, Haoxuan Ma, Honglei Li, Jie Zuo, Jiqiang Liu, Wenjia Niu:

Investigating the bugs in reinforcement learning programs: Insights from Stack Overflow and GitHub. 9 - Yayun Zhang, Yuying Li, Minying Fang

, Xing Yuan, Junwei Du:
BRMDS: an LLM-based multi-dimensional summary generation approach for bug reports. 10 - Xiangyue Liu, Xinwei Liu, Lili Bo, Xiaoxue Wu, Yun Yang, Xiaobing Sun, Feng Zhou:

PIONEER: improving the robustness of student models when compressing pre-trained models of code. 11 - Yicheng Sun

, Jacky Keung
, Zhen Yang
, Shuo Liu
, Hi Kuen Yu
:
Improving anomaly detection in software logs through hybrid language modeling and reduced reliance on parser. 12 - Nevena Rankovic

, Dragica Rankovic, Gonzalo Nápoles
, Federico Zamberlan:
Graph based transfer learning with orthogonal tunning for functionality size insights. 13 - Lichen Yang

, Qiang Wang
, Zhonghao Yang, Daojing He, Yu Li:
Toward efficient testing of graph neural networks via test input prioritization. 14 - Guocang Yang, Dawei Yuan

, Tao Zhang
, Zhenghan Chen:
A sign language to SQL query translation system for enhancing database accessibility. 15 - Haibo Lin

, Zhong Li, Ruihua Ji, Minxue Pan, Tian Zhang, Nan Wu, Xuandong Li:
Decomposition then watermarking: Enhancing code traceability with dual-channel code watermarking. 16 - Leila Yousofvand, Seyfollah Soleimani

, Vahid Rafe, Amin Nikanjam:
Graph neural networks for precise bug localization through structural program analysis. 17 - J. Andres Diaz-Pace, Daniele Di Pompeo

, Michele Tucci
:
On the role of search budgets in model-based software refactoring optimization. 18 - Samet Tenekeci, Hüseyin Ünlü

, Bedir Arda Gül, Damla Keles, Murat Küük, Onur Demirörs:
Automating software size measurement from python code using language models. 19 - Liam Todd, Kashumi Madampe, Hourieh Khalajzadeh, Mojtaba Shahin, John Grundy:

Towards integrated dashboards for better management of human-centric issues in software development. 20 - Ruxin Zhang, Shanxin Zhang, Linbo Xie:

A systematic exploration of C-to-rust code translation based on large language models: prompt strategies and automated repair. 21 - Tianyang Liu, Jiawei Ye, Weixing Ji:

JDExtractor: an automated approach for efficient extraction of defect-related methods in Java projects. 22 - Xiaofei Zhao, Hua Wang, Jieqiong Ding, Zhiming Hu, Qingqing Tian, Ying Wang:

Augmenting software quality assurance with AI and automation using PyTest-BDD. 23 - Jinni Yang, Shuang Liu, Surong Dai, Yaozheng Fang, Kunpeng Xie, Ye Lu:

ByteEye: A smart contract vulnerability detection framework at bytecode level with graph neural networks. 24 - Renze Lin

, Ran Wang, Guanghuan Hu, Xianghua Xu:
LMFuzz: Program repair fuzzing based on large language models. 25 - Bo Wang

, Ming Deng, Mingda Chen, Youfang Lin
, Jianyi Zhou, Jie M. Zhang
:
Assessing the effectiveness of recent closed-source large language models in fault localization and automated program repair. 26 - Raja Oueslati, Mohamed Wajdi Ouertani

, Ghaith Manita, Amit Chhabra
:
Predicting software defects using an extreme gradient boosting model tuned with reinforcement learning based spider wasp optimizer. 27 - Jiayi Hua, Kailong Wang

, Meizhen Wang, Guangdong Bai
, Xiapu Luo, Haoyu Wang:
MalModel: hiding malicious payload in mobile deep learning models with black-box backdoor attack. 28 - Chunying Zhou, Xiaoyuan Xie, Gong Chen, Peng He, Bing Li:

Multi-view adaptive contrastive learning for information retrieval based fault localization. 29 - Chao Wang, Tianming Liu, Yanjie Zhao, Lin Zhang, Xiaoning Du, Li Li

, Haoyu Wang:
The arts and crafts of android adware across a decade. 30 - Usama Ali

, Mehwish Naseer:
Artificial intelligence and machine learning in enhancing software project management processes: A systematic literature review. 31 - Abdulmajeed Alameer

, Amal Alazba:
Predicting software refactoring opportunities using two-level TB-Stacking ensemble models. 32 - Abdelkader Ouared, Madeth May, Claudine Piau-Toffolon, Nicolas Dugué:

Automating transparent learner profiling through explainable AI. 33 - Samet Tenekeci, Hüseyin Ünlü

, Bedir Arda Gül, Damla Keles, Murat Küçük, Onur Demirörs:
Correction: Automating software size measurement from python code using language models. 34 - Linyi Han

, Shidong Pan
, Zhenchang Xing
, Sofonias Yitagesu
, Xiaowang Zhang
, Zhiyong Feng
, Jiamou Sun
, Qing Huang
:
Domain-constrained synthesis of inconsistent key aspects in textual vulnerability descriptions. 35 - Yu Xie, Zhiyi Zhang, Yongming Yao, Chen Liu, Wenting Chen, Zhiqiu Huang:

Enhancing mutation testing for deep neural networks: a novel approach to generating high-quality mutants. 36 - Saikat Mondal, Gias Uddin, Chanchal K. Roy:

Automatic assistance to mitigate rollback inconsistencies in collaborative edits. 37 - Ruoke Wang, Zongjie Li, Cuiyun Gao, Chaozheng Wang, Yang Xiao, Xuan Wang:

SPVR: syntax-to-prompt vulnerability repair based on large language models. 38 - Mir Mohammad Yousuf

, Shabir Ahmad Sofi:
Bug Classification in quantum software: a rule-based framework and its evaluation. 39
Volume 33, Number 2, December 2026
- Galileu Santos de Jesus, Paulo Borba, Rodrigo Bonifácio, Matheus Barbosa de Oliveira:

Comparing static analyses for improved semantic conflict detection. 40 - Tong Li, Qixiang Zhou, Fangqi Dong, Tianai Zhang, Yunduo Wang:

An interactive and AI-enhanced framework for semi-automatically generating iStar goal models. 41 - Rhodes Massenon, Ishaya Gambo, Javed Ali Khan:

Unveiling hidden permissions: an LLM framework for detecting privacy and security concerns in AI mobile apps reviews. 42 - Duc S. H. Nguyen, Minh T. Nguyen, Phuong T. Nguyen

, Juri Di Rocco, Davide Di Ruscio
:
Automated summarization of software documents: an LLM-based multi-agent approach. 43 - Syed Tauhid Ullah Shah, Mohamad Hussein, Ann Barcomb, Mohammad Moshirpour:

QuaRUM: qualitative data analysis-based retrieval-augmented UML domain model from requirements documents. 44 - Mugdha Khedkar

, Ambuj Kumar Mondal, Eric Bodden
:
A study of privacy-related data collected by Android apps. 45 - Tong Li, Chaoqun Wen, Xinran Zhang:

From interaction to evolution: A behavior-driven framework for automated software requirements elicitation. 46 - Zhenzhou Tian, Chuang Zhang, Yunpeng Hui, Jiaze Sun, Yanping Chen, Lingwei Chen:

Robust vulnerability detection with limited data via training-efficient adversarial reprogramming. 47 - Rim Mahouachi

:
Knowledge distillation-driven commit-aware multimodal learning for software vulnerability detection. 48 - Víctor Pérez-Piqueras, Pablo Bermejo, José A. Gámez:

Intelligent support for agile release planning: an empirical evaluation of ProjectION. 49 - Yingbei Niu, Soo-See Chai:

Design and optimization of a test case generation algorithm for real-time embedded systems based on adaptive Q-Learning. 50 - Mihir Panchal, Arnav Deo, Varad Prabhu, Prinkal Doshi, Chetashri Bhadane, Pranit Bari

:
LEDGE : Leveraging dependency graphs for enhanced context aware documentation generation. 51 - Sali Moussa, Junyan Ma, Muhammad Umer Abbasi:

BlindSpotFuzz: testing autonomous driving systems through blind-spot-guided fuzzing. 52 - Benedikt Fein

, Maximilian Jungwirth
, Gordon Fraser
, Florian Kandlinger:
Challenges of deploying code embeddings: an industrial case study on method name generation. 53 - Li-Na Zhu, Zuo-Chang Zhang:

A method of modeling and clustering program "Golden Run" to predict its fault behavior. 54 - Rongcun Wang, Chenkun Chang, Xiang Chen, Yuan Tian, Rubing Huang:

Deeply fusing transformer model and information retrieval with cross attention for source code summarization. 55 - Mugdha Khedkar

, Michael Schlichtig
, Nihad Atakishiyev
, Eric Bodden
:
Between law and code: challenges and opportunities for automating privacy assessments. 56 - Guodong Fan

, Shizhan Chen, Hongyue Wu, Cuiyun Gao, Jian Wang, Zhiyong Feng:
LLMs-based decision making for service recommendations and process automation under evolving ecosystem. 57 - Matteo Esposito, Mikel Robredo, Alexander Bakhtin

, Davide Taibi
, Valentina Lenarduzzi
:
Generative AI as an infrastructure copilot: automating Infrastructure-As-Code across the DevSecOps lifecycle. 58 - Mehmet Cem Aytekin, Fatma Gizem Yilmaz, Mustafa Umut Demirezen

:
Automating code generation for a new ecosystem: establishing baselines with large language model based code generation for ArkTS and HarmonyOS. 59 - Maria Rasheed, Iman Fatima, Darain Fatima, Muhammad Hamid, Fahima Hajjej:

Effort estimation in scrum using AI. 60 - Phu Nguyen, Ashish Rauniyar, Jone Bartel, Jan Laufer, Christos Dalamagkas, Klaus Pohl:

AI-driven digital twin-based security orchestration, automation and response for critical infrastructures. 61 - Wei Li, Yuxin Su, Yuhong Nan, Kaiwen Ning, Jingwen Zhang, Jiajing Wu, Zibin Zheng:

UpgradeShield: Detecting logic-state in-consistencies in smart contract upgrades. 62 - Albert Contreras, Esther Guerra, Juan de Lara:

Architecting open, accountable, and trustworthy AI-IDEs. 63 - Lorenzo Bettini

:
Developing, testing, building and maintaining an Eclipse project based on EMF and Xtext. 64 - Yu Zhang

, Kaiwen Zhang, Guanjun Liu, Yuandao Cai, Shengchao Qin:
Two birds one stone: Effective static detection of resource and communication deadlocks in Rust programs. 65 - Aftab Alam Janisar, Khairul Shafee bin Kalid, Aliza bt Sarlan, Abdul Rehman Gilal, Ayman Meidan, Shariq Hussain, Aliyu Yusuf:

Standard-compliant security requirement assessment with attention-based models. 66 - Roman Bögli, Alexander Boll, Alexander Schultheiß, Timo Kehrer:

Community-driven variability: characterizing a new software variability paradigm. 67 - Simin Ghasemi, Maryam Asgari Araghi, Vahid Rafe, Reiko Heckel:

MoTDeReL: Model-based testing through deep reinforcement learning for software systems specified through graph transformation. 68 - Reza Gharibi

, Mohammad Hadi Sadreddini, Seyed Mostafa Fakhrahmad
:
MultiMend: multilingual program repair with context augmentation and multi-hunk patch generation. 69 - Taicheng Huang, Zhanhui Ren, Yuan Huang, Xiangping Chen, Yi Liu, Zibin Zheng:

Hallucination detection in LLM code generation: A sampling-based consensus verification approach. 70
Volume 33, Number 3, November 2026
- Andrada Georgia Tiutin, Andreea Vescan:

New criteria for test case prioritization for software product lines. A replication and extension study. 71 - Muhammad Laiq, Felix Dobslaw:

Automatic techniques for issue report classification: A systematic mapping study. 72 - George Bishop, Suranjan Chakraborty, Honghe Zhou, Josh Dehlinger, Lin Deng, Jonah Lin, Benjamin Kist:

On-demand generation of high-quality software engineering datasets using large language models and ontologies. 73 - Jianbin Xu, Cheng Huang, Yutong Zeng, Jianguo Zhao, Tao Leng, Pin Yang:

Measuring security posture of NAS third-party packages ecosystem: an empirical analysis. 74 - Obieda Ananbeh, Wala Alnozami, Dae-Kyoo Kim:

Assessing the effectiveness of large language models for Java vulnerability repair: A comparative study. 75 - Ruchika Malhotra, Bhawna Jain

, Marouane Kessentini:
DIR-SMOTE: a density-influence resampling framework for imbalanced code smell detection. 76 - Giacomo Fantino

, Antonio Vetrò
, Marco Torchiano
, Federica Cappelluti
:
Beyond syntax: enhancing automated documentation with data differences. 77 - Ruizhen Gu, José Miguel Rojas

, Donghwan Shin:
Automated testing of prevalent 3D user interactions in virtual reality applications. 78 - Siamak Farshidi

, Kwabena Ebo Bennin, Önder Babur
, June Sallou
, Ayalew Kassahun, Bedir Tekinerdogan
:
Advancing research software engineering with AI: a research framework. 79 - Chandan Kumar

, Umashankar Samal, Tony Jan
, Kamran Shaukat
, Mukesh Prasad:
Causal modeling in software defect prediction: bridging expert knowledge and novice insight. 80 - Mohammad Shameem, Mohammad R. Alshayeb, Mahmood Khan Niazi, Sajjad Mahmood, Aakash Ahmad, Jehad Al Dallal

:
An exploratory study on effectiveness of GPT-4o in conducting sub-tasks of systematic literature reviews. 81 - Trung-Hieu Nguyen, Truong-Giang Vuong, Hong-Nam Duong, Son Nguyen, Hieu Dinh Vo, Toshiaki Aoki, Thu-Trang Nguyen:

Safety-critical scenario generation for automated testing of autonomous driving systems. 82 - Syed Fakhar Abbas, Musharif Ahmed, Asim Bakhshi, Sadaf Manzoor:

Toward intelligent runtime adaptation in microservices: Empirical trade-off analysis and a hybrid AI framework. 83 - Pedro Delgado-Pérez, Sara Balderas-Díaz

, Inmaculada Medina-Bulo, Gabriel Guerrero-Contreras
:
Methodological pitfalls in predictive mutation testing: threats, impact and open challenges. 84 - Yanxu Mao, Tiehan Cui, Jinyang Wang, Datao You:

Exploring the security of short-term and long-term contextual memory in industrial smart customer agent. 85 - Inseong Jeon, Sundeuk Kim, Hyunwoo Kim, Hoh Peter In:

SolQDebug: Debug solidity quickly for interactive immediacy in smart contract development. 86 - Ximena Guerron

, Marta Fernández-Diego
, Silvia Abrahão
, Emilio Insfrán
, Sira Vegas
:
Building and validating deep learning models for forecasting the quality of cloud services. 87 - Damjan Fujs, Damjan Vavpotic, Marko Pozenel:

From perception to performance: An empirical study of student team collaboration and success in an agile software engineering course. 88 - Hongrong Yin, Jinhong Huang, Yao Li, Yunwei Dong, Tao Zhang

:
BugRepro: enhancing android bug reproduction with domain-specific knowledge integration. 89 - Haolin Jin, Huaming Chen:

Are LLMs reliable code reviewers? systematic overcorrection in requirement conformance judgement. 90

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