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2023

Reliable Fix Patterns Inferred from Static Checkers for Automated Program RepairKui Liu 0001, Jingtang Zhang, Li Li 0029, Anil Koyuncu, Dongsun Kim 0001, Chunpeng Ge, Zhe Liu, Jacques Klein, Tegawendé F. Bissyandé. TOSEM, 32(4), July 2023. [doi]

Summarizing source code with Heterogeneous Syntax Graph and dual positionJuncai Guo 0003, Jin Liu 0016, Xiao Liu 0004, Yao Wan 0001, Li Li 0029. ipm, 60(5):103415, September 2023. [doi]

Tips: towards automating patch suggestion for vulnerable smart contractsQianguo Chen, Teng Zhou, Kui Liu 0001, Li Li 0029, Chunpeng Ge, Zhe Liu, Jacques Klein, Tegawendé F. Bissyandé. ASE, 30(2):31, November 2023. [doi]

Detecting Temporal Inconsistency in Biased Datasets for Android Malware DetectionHaonan Hu, Yue Liu, Yanjie Zhao, Yonghui Liu, Xiaoyu Sun 0002, Chakkrit Tantithamthavorn, Li Li 0029. ASE 2023: 17-23 [doi]

Why Is Static Application Security Testing Hard to Learn?Padmanabhan Krishnan, Cristina Cifuentes, Li Li 0029, Tegawendé F. Bissyandé, Jacques Klein. ieeesp, 21(5):68-72, September - October 2023. [doi]

ReuNify: A Step Towards Whole Program Analysis for React Native Android AppsYonghui Liu, Xiao Chen 0002, Pei Liu, John Grundy 0001, Chunyang Chen, Li Li 0029. ASE 2023: 1390-1402 [doi]

CiD4HMOS: A Solution to HarmonyOS Compatibility IssuesTianzhi Ma, Yanjie Zhao, Li Li 0029, Liang Liu. ASE 2023: 2006-2017 [doi]

Automated detection, categorisation and developers' experience with the violations of honesty in mobile appsHumphrey O. Obie, Hung Du, Kashumi Madampe, Mojtaba Shahin, Idowu Ilekura, John C. Grundy, Li Li 0029, Jon Whittle 0001, Burak Turhan, Hourieh Khalajzadeh. ese, 28(6):134, November 2023. [doi]

Don't Complete It! Preventing Unhelpful Code Completion for Productive and Sustainable Neural Code Completion SystemsZhensu Sun, Xiaoning Du 0001, Fu Song, Shangwen Wang, Mingze Ni, Li Li 0029. ICSE 2023: 324-325 [doi]

Taming Android Fragmentation Through Lightweight Crowdsourced TestingXiaoyu Sun, Xiao Chen 0002, Yonghui Liu, John C. Grundy, Li Li 0029. TSE, 49(6):3599-3615, June 2023. [doi]

Demystifying Hidden Sensitive Operations in Android AppsXiaoyu Sun, Xiao Chen 0002, Li Li 0029, Haipeng Cai, John Grundy 0001, Jordan Samhi, Tegawendé F. Bissyandé, Jacques Klein. TOSEM, 32(2), April 2023. [doi]

How Does Visualisation Help App Practitioners Analyse Android Apps?Lihong Tang, Tingmin Wu, Xiao Chen 0002, Sheng Wen, Li Li 0029, Xin Xia 0001, Marthie Grobler, Yang Xiang 0001. tdsc, 20(3):2238-2255, May - June 2023. [doi]

The Best of Both Worlds: Combining Learned Embeddings with Engineered Features for Accurate Prediction of Correct PatchesHaoye Tian, Kui Liu 0001, Yinghua Li, Abdoul Kader Kaboré, Anil Koyuncu, Andrew Habib, Li Li 0029, Junhao Wen, Jacques Klein, Tegawendé F. Bissyandé. TOSEM, 32(4), July 2023. [doi]

Enhancing Comprehension and Navigation in Jupyter Notebooks with Static AnalysisAshwin Prasad Shivarpatna Venkatesh, Jiawei Wang, Li Li 0029, Eric Bodden. WCRE 2023: 391-401 [doi]

APIMatchmaker: Matching the Right APIs for Supporting the Development of Android AppsYanjie Zhao, Li Li 0029, Haoyu Wang 0001, Qiang He 0001, John C. Grundy. TSE, 49(1):113-130, 2023. [doi]

Are Mobile Advertisements in Compliance with App's Age Group?Yanjie Zhao, Tianming Liu, Haoyu Wang, Yepang Liu, John C. Grundy, Li Li 0029. WWW 2023: 3132-3141 [doi]

ModelObfuscator: Obfuscating Model Information to Protect Deployed ML-Based SystemsMingyi Zhou, Xiang Gao, Jing Wu, John C. Grundy, Xiao Chen, Chunyang Chen, Li Li 0029. ISSTA 2023: 1005-1017 [doi]

2022

Modeling Hierarchical Syntax Structure with Triplet Position for Source Code SummarizationJuncai Guo 0003, Jin Liu 0016, Yao Wan, Li Li 0029, Pingyi Zhou. acl 2022: 486-500 [doi]

Demystifying the underground ecosystem of account registration botsYuhao Gao, Guoai Xu, Li Li 0029, Xiapu Luo, Chenyu Wang, Yulei Sui. FSE 2022: 897-909 [doi]

PolyFax: a toolkit for characterizing multi-language softwareWen Li, Li Li 0029, Haipeng Cai. FSE 2022: 1662-1666 [doi]

On the vulnerability proneness of multilingual codeWen Li, Li Li 0029, Haipeng Cai. FSE 2022: 847-859 [doi]

Do Customized Android Frameworks Keep Pace with Android?Pei Liu, Mattia Fazzini, John C. Grundy, Li Li 0029. msr 2022: 376-387 [doi]

A First Look at CI/CD Adoptions in Open-Source Android AppsPei Liu, Xiaoyu Sun, Yanjie Zhao, Yonghui Liu, John Grundy 0001, Li Li 0029. ASE 2022: [doi]

Automatically detecting API-induced compatibility issues in Android apps: a comparative analysis (replicability study)Pei Liu, Yanjie Zhao, Haipeng Cai, Mattia Fazzini, John C. Grundy, Li Li 0029. ISSTA 2022: 617-628 [doi]

Explainable AI for Android Malware Detection: Towards Understanding Why the Models Perform So Well?Yue Liu, Chakkrit Tantithamthavorn, Li Li 0029, Yepang Liu 0001. issre 2022: 169-180 [doi]

On the Violation of Honesty in Mobile Apps: Automated Detection and CategoriesHumphrey O. Obie, Idowu Ilekura, Hung Du, Mojtaba Shahin, John C. Grundy, Li Li 0029, Jon Whittle 0001, Burak Turhan. msr 2022: 321-332 [doi]

Peeler: Learning to Effectively Predict Flakiness without Running TestsYihao Qin, Shangwen Wang, Kui Liu, Bo Lin, Hongjun Wu, Li Li 0029, Xiaoguang Mao, Tegawendé F. Bissyandé. ICSM 2022: 257-268 [doi]

Difuzer: Uncovering Suspicious Hidden Sensitive Operations in Android AppsJordan Samhi, Li Li 0029, Tegawendé F. Bissyandé, Jacques Klein. ICSE 2022: 723-735 [doi]

SSPCatcher: Learning to catch security patchesArthur D. Sawadogo, Tegawendé F. Bissyandé, Naouel Moha, Kevin Allix, Jacques Klein, Li Li 0029, Yves Le Traon. ese, 27(6):151, 2022. [doi]

How secondary school girls perceive Computational Thinking practices through collaborative programming with the micro: bitMojtaba Shahin, Christabel Gonsalvez, Jon Whittle, Chunyang Chen, Li Li 0029, Xin Xia 0001. jss, 183:111107, 2022. [doi]

CoProtector: Protect Open-Source Code against Unauthorized Training Usage with Data PoisoningZhensu Sun, Xiaoning Du 0001, Fu Song, Mingze Ni, Li Li 0029. WWW 2022: 652-660 [doi]

Mining Android API Usage to Generate Unit Test Cases for Pinpointing Compatibility IssuesXiaoyu Sun, Xiao Chen, Yanjie Zhao, Pei Liu, John Grundy 0001, Li Li 0029. ASE 2022: [doi]

On the Importance of Building High-quality Training Datasets for Neural Code SearchZhensu Sun, Li Li, Yan Liu, Xiaoning Du 0001, Li Li 0029. ICSE 2022: 1609-1620 [doi]

Crex: Predicting patch correctness in automated repair of C programs through transfer learning of execution semanticsDapeng Yan, Kui Liu 0001, Yuqing Niu, Li Li 0029, Zhe Liu 0001, Zhiming Liu, Jacques Klein, Tegawendé F. Bissyandé. INFSOF, 152:107043, 2022. [doi]

Research on Third-Party Libraries in Android Apps: A Taxonomy and Systematic Literature ReviewXian Zhan, Tianming Liu, Lingling Fan 0003, Li Li 0029, Sen Chen, Xiapu Luo, Yang Liu 0003. TSE, 48(10):4181-4213, 2022. [doi]

A Systematic Assessment on Android Third-Party Library Detection ToolsXian Zhan, Tianming Liu, Yepang Liu 0001, Yang Liu 0003, Li Li 0029, Haoyu Wang 0001, Xiapu Luo. TSE, 48(11):4249-4273, 2022. [doi]

Towards Automatically Repairing Compatibility Issues in Published Android AppsYanjie Zhao, Li Li 0029, Kui Liu, John C. Grundy. ICSE 2022: 2142-2153 [doi]

Code Implementation Recommendation for Android GUI ComponentsYanjie Zhao, Li Li 0029, Xiaoyu Sun, Pei Liu, John Grundy 0001. ICSE 2022: 31-35 [doi]

2021

Understanding the Evolution of Android App VulnerabilitiesJun Gao 0001, Li Li 0029, Pingfan Kong, Tegawendé F. Bissyandé, Jacques Klein. tr, 70(1):212-230, 2021. [doi]

A critical review on the evaluation of automated program repair systemsKui Liu 0001, Li Li 0029, Anil Koyuncu, Dongsun Kim 0001, Zhe Liu, Jacques Klein, Tegawendé F. Bissyandé. jss, 171:110817, 2021. [doi]

A comprehensive comparative study of clustering-based unsupervised defect prediction modelsZhou Xu 0003, Li Li 0029, Meng Yan, Jin Liu, Xiapu Luo, John Grundy 0001, Yifeng Zhang, Xiaohong Zhang. jss, 172:110862, 2021. [doi]

Rebooting Research on Detecting Repackaged Android Apps: Literature Review and BenchmarkLi Li 0029, Tegawendé F. Bissyandé, Jacques Klein. TSE, 47(4):676-693, 2021. [doi]

Demystifying Illegal Mobile Gambling AppsYuhao Gao, Haoyu Wang, Li Li 0029, Xiapu Luo, Guoai Xu, Xuanzhe Liu. WWW 2021: 1447-1458 [doi]

Dating with Scambots: Understanding the Ecosystem of Fraudulent Dating ApplicationsYangyu Hu, Haoyu Wang 0001, Yajin Zhou, Yao Guo 0001, Li Li 0029, Bingxuan Luo, Fangren Xu. tdsc, 18(3):1033-1050, 2021. [doi]

ANCHOR: locating android framework-specific crashing faultsPingfan Kong, Li Li 0029, Jun Gao 0001, Timothée Riom, Yanjie Zhao, Tegawendé F. Bissyandé, Jacques Klein. ASE, 28(2):10, 2021. [doi]

Understanding Language Selection in Multi-language Software Projects on GitHubWen Li, Na Meng, Li Li 0029, Haipeng Cai. ICSE 2021: 256-257 [doi]

Identifying and Characterizing Silently-Evolved Methods in the Android APIPei Liu, Li Li 0029, Yichun Yan, Mattia Fazzini, John C. Grundy. ICSE 2021: 308-317 [doi]

Privacy-Preserving Contact Tracing Protocol for Mobile Devices: A Zero-Knowledge Proof ApproachJoseph K. Liu, Man Ho Au, Tsz Hon Yuen, Cong Zuo, Jiawei Wang, Amin Sakzad, Xiapu Luo, Li Li 0029, Kim-Kwang Raymond Choo. ispec 2021: 327-344 [doi]

A First Look at Human Values-Violation in App ReviewsHumphrey O. Obie, Waqar Hussain, Xin Xia 0001, John C. Grundy, Li Li 0029, Burak Turhan, Jon Whittle, Mojtaba Shahin. ICSE 2021: 29-38 [doi]

Does Domain Change the Opinion of Individuals on Human Values? A Preliminary Investigation on eHealth Apps End-usersHumphrey O. Obie, Mojtaba Shahin, John Grundy 0001, Burak Turhan, Li Li 0029, Waqar Hussain, Jon Whittle. apsec 2021: 531-535 [doi]

Developing Mobile Applications Via Model Driven Development: A Systematic Literature ReviewMd. Shamsujjoha, John Grundy 0001, Li Li 0029, Hourieh Khalajzadeh, Qinghua Lu 0001. INFSOF, 140:106693, 2021. [doi]

Taming Reflection: An Essential Step Toward Whole-program Analysis of Android AppsXiaoyu Sun, Li Li 0029, Tegawendé F. Bissyandé, Jacques Klein, Damien Octeau, John C. Grundy. TOSEM, 30(3), 2021. [doi]

Revisiting Test Cases to Boost Generate-and-Validate Program RepairJingtang Zhang, Kui Liu 0001, Dongsun Kim 0001, Li Li 0029, Zhe Liu, Jacques Klein, Tegawendé F. Bissyandé. ICSM 2021: 35-46 [doi]

Predicting Crash Fault Residence via Simplified Deep Forest Based on A Reduced Feature SetKunsong Zhao, Jin Liu, Zhou Xu 0003, Li Li 0029, Meng Yan, Jiaojiao Yu 0001, Yuxuan Zhou. IWPC 2021: 242-252 [doi]

Icon2Code: Recommending code implementations for Android GUI componentsYanjie Zhao, Li Li 0029, Xiaoyu Sun, Pei Liu, John C. Grundy. INFSOF, 138:106619, 2021. [doi]

On the Impact of Sample Duplication in Machine-Learning-Based Android Malware DetectionYanjie Zhao, Li Li 0029, Haoyu Wang 0001, Haipeng Cai, Tegawendé F. Bissyandé, Jacques Klein, John C. Grundy. TOSEM, 30(3), 2021. [doi]

SmartGift: Learning to Generate Practical Inputs for Testing Smart ContractsTeng Zhou, Kui Liu, Li Li 0029, Zhe Liu, Jacques Klein, Tegawendé F. Bissyandé. ICSM 2021: 23-34 [doi]

2020

CDA: Characterising Deprecated Android APIsLi Li 0029, Jun Gao, Tegawendé F. Bissyandé, Lei Ma 0003, Xin Xia 0001, Jacques Klein. ese, 25(3):2058-2098, 2020. [doi]

Dads: dynamic slicing continuously-running distributed programs with budget constraintsXiaoqin Fu, Haipeng Cai, Li Li 0029. FSE 2020: 1566-1570 [doi]

Mobile App SquattingYangyu Hu, Haoyu Wang, Ren He, Li Li 0029, Gareth Tyson, Ignacio Castro, Yao Guo 0001, Lei Wu, Guoai Xu. WWW 2020: 1727-1738 [doi]

AndroZooOpen: Collecting Large-scale Open Source Android Apps for the Research CommunityPei Liu, Li Li 0029, Yanjie Zhao, Xiaoyu Sun, John Grundy 0001. msr 2020: 548-552 [doi]

MadDroid: Characterizing and Detecting Devious Ad Contents for Android AppsTianming Liu, Haoyu Wang, Li Li 0029, Xiapu Luo, Feng Dong, Yao Guo, Liu Wang, Tegawendé F. Bissyandé, Jacques Klein. WWW 2020: 1715-1726 [doi]

Restoring reproducibility of Jupyter notebooksJiawei Wang, Tzu-yang Kuo, Li Li 0029, Andreas Zeller. ICSE 2020: 288-289 [doi]

Assessing and Restoring Reproducibility of Jupyter NotebooksJiawei Wang, Tzu-yang Kuo, Li Li 0029, Andreas Zeller. ASE 2020: 138-149 [doi]

On the Need of Understanding the Failures of Smart ContractsDabao Wang, Kui Liu 0001, Li Li 0029. IEEE Software, 37(4):49-54, 2020. [doi]

Exploring how deprecated Python library APIs are (not) handledJiawei Wang, Li Li 0029, Kui Liu 0001, Haipeng Cai. FSE 2020: 233-244 [doi]

2019

Revisiting the impact of common libraries for android-related investigationsLi Li 0029, Timothée Riom, Tegawendé F. Bissyandé, Haoyu Wang, Jacques Klein, Yves Le Traon. jss, 154:157-175, 2019. [doi]

A large-scale study of application incompatibilities in AndroidHaipeng Cai, Ziyi Zhang, Li Li 0029, Xiaoqin Fu. ISSTA 2019: 216-227 [doi]

On the Evolution of Mobile App ComplexityJun Gao, Li Li 0029, Tegawendé F. Bissyandé, Jacques Klein. ICECCS 2019: 200-209 [doi]

Automated Testing of Android Apps: A Systematic Literature ReviewPingfan Kong, Li Li 0029, Jun Gao, Kui Liu, Tegawendé F. Bissyandé, Jacques Klein. tr, 68(1):45-66, 2019. [doi]

Watch out for this commit! A study of influential software changesDaoyuan Li, Li Li 0029, Dongsun Kim 0001, Tegawendé F. Bissyandé, David Lo 0001, Yves Le Traon. SMR, 31(12), 2019. [doi]

DaPanda: Detecting Aggressive Push Notifications in Android AppsTianming Liu, Haoyu Wang, Li Li 0029, Guangdong Bai, Yao Guo 0001, Guoai Xu. ASE 2019: 66-78 [doi]

2018

MoonlightBox: Mining Android API Histories for Uncovering Release-Time InconsistenciesLi Li 0029, Tegawendé F. Bissyandé, Jacques Klein. issre 2018: 212-223 [doi]

Characterising deprecated Android APIsLi Li 0029, Jun Gao, Tegawendé F. Bissyandé, Lei Ma, Xin Xia 0001, Jacques Klein. msr 2018: 254-264 [doi]

CiD: automating the detection of API-related compatibility issues in Android appsLi Li 0029, Tegawendé F. Bissyandé, Haoyu Wang, Jacques Klein. ISSTA 2018: 153-163 [doi]

On vulnerability evolution in Android appsJun Gao, Li Li 0029, Pingfan Kong, Tegawendé F. Bissyandé, Jacques Klein. ICSE 2018: 276-277 [doi]

FaCoY: a code-to-code search engineKisub Kim, Dongsun Kim, Tegawendé F. Bissyandé, Eunjong Choi, Li Li 0029, Jacques Klein, Yves Le Traon. ICSE 2018: 946-957 [doi]

A Closer Look at Real-World PatchesKui Liu, Dongsun Kim 0001, Anil Koyuncu, Li Li 0029, Tegawendé F. Bissyandé, Yves Le Traon. ICSM 2018: 275-286 [doi]

2017

SimiDroid: Identifying and Explaining Similarities in Android AppsLi Li 0029, Tegawendé F. Bissyandé, Jacques Klein. trustcom 2017: 136-143 [doi]

Automatically Locating Malicious Packages in Piggybacked Android AppsLi Li 0029, Daoyuan Li, Tegawendé F. Bissyandé, Jacques Klein, Haipeng Cai, David Lo, Yves Le Traon. ICSE 2017: 170-174 [doi]

On Locating Malicious Code in Piggybacked Android AppsLi Li 0029, Daoyuan Li, Tegawendé F. Bissyandé, Jacques Klein, Haipeng Cai, David Lo, Yves Le Traon. jcst, 32(6):1108-1124, 2017. [doi]

Understanding Android app piggybackingLi Li 0029, Daoyuan Li, Tegawendé F. Bissyandé, Jacques Klein, Yves Le Traon, David Lo, Lorenzo Cavallaro. ICSE 2017: 359-361 [doi]

Understanding Android App Piggybacking: A Systematic Study of Malicious Code GraftingLi Li 0029, Daoyuan Li, Tegawendé F. Bissyandé, Jacques Klein, Yves Le Traon, David Lo, Lorenzo Cavallaro. tifs, 12(6):1269-1284, 2017. [doi]

The multi-generation repackaging hypothesisLi Li 0029, Tegawendé F. Bissyandé, Alexandre Bartel, Jacques Klein, Yves Le Traon. ICSE 2017: 344-346 [doi]

Static analysis of android apps: A systematic literature reviewLi Li 0029, Tegawendé F. Bissyandé, Mike Papadakis, Siegfried Rasthofer, Alexandre Bartel, Damien Octeau, Jacques Klein, Yves Le Traon. INFSOF, 88:67-95, 2017. [doi]

Characterizing malicious Android apps by mining topic-specific data flow signaturesXinli Yang, David Lo, Li Li 0029, Xin Xia, Tegawendé F. Bissyandé, Jacques Klein. INFSOF, 90:27-39, 2017. [doi]

2016

DroidRA: taming reflection to support whole-program analysis of Android appsLi Li 0029, Tegawendé F. Bissyandé, Damien Octeau, Jacques Klein. ISSTA 2016: 318-329 [doi]

Reflection-aware static analysis of Android appsLi Li 0029, Tegawendé F. Bissyandé, Damien Octeau, Jacques Klein. ASE 2016: 756-761 [doi]

Boosting Static Security Analysis of Android Apps through Code InstrumentationLi Li 0029. PhD thesis, University of Luxembourg, 2016. [doi]

Parameter Values of Android APIs: A Preliminary Study on 100, 000 AppsLi Li 0029, Tegawendé F. Bissyandé, Jacques Klein, Yves Le Traon. WCRE 2016: 584-588 [doi]

An Investigation into the Use of Common Libraries in Android AppsLi Li 0029, Tegawendé F. Bissyandé, Jacques Klein, Yves Le Traon. WCRE 2016: 403-414 [doi]

Accessing Inaccessible Android APIs: An Empirical StudyLi Li 0029, Tegawendé F. Bissyandé, Yves Le Traon, Jacques Klein. ICSM 2016: 411-422 [doi]

Mining families of android applications for extractive SPL adoptionLi Li 0029, Jabier Martinez, Tewfik Ziadi, Tegawendé F. Bissyandé, Jacques Klein, Yves Le Traon. SPLC 2016: 271-275 [doi]

Towards a generic framework for automating extensive analysis of Android applicationsLi Li 0029, Daoyuan Li, Alexandre Bartel, Tegawendé F. Bissyandé, Jacques Klein, Yves Le Traon. SAC 2016: 1460-1465 [doi]

DSCo: A Language Modeling Approach for Time Series ClassificationDaoyuan Li, Li Li 0029, Tegawendé F. Bissyandé, Jacques Klein, Yves Le Traon. mldm 2016: 294-310 [doi]

Combining static analysis with probabilistic models to enable market-scale Android inter-component analysisDamien Octeau, Somesh Jha, Matthew Dering, Patrick Drew McDaniel, Alexandre Bartel, Li Li 0029, Jacques Klein, Yves Le Traon. POPL 2016: 469-484 [doi]

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