Li Li Li Li
Lecturer (a.k.a. Assistant Professor)
Faculty of Information Technology
Monash University
Australia

Email: See this contact page.
You can also access my DBLP, Google Scholar Citations
Github, Research Gate, LinkedIn
Prospective Students:

I'm actively recruiting (self-motivated and active) PhD students. Please contact me if you are a self-motivated PhD student (or graduate student interested in our PhD program) with strong programming skills and strong interests in software analysis, security and machine learning as well as deep learning.

Please submit your high-quality work to ICPC 2019, SANER 2019 (Research, ERA and Demo), ICSE 2019 (Artifacts, Poster), AI4Mobile 2019, IBF 2019.

I joined Monash University as a Lecturer on February 2018. Prior to that, I was a research associate in Software Engineering at the University of Luxembourg (UL) and an honorary research associate working with Prof. Mark Harman at CREST/SSE, University College London (UCL).
I obtained my Phd degree in November 2016 from the Interdisciplinary Security and Trust Centre (SnT), University of Luxembourg (UL), under the supervision of Prof. Yves Le Traon and Dr. Jacques Klein. My research interests are in the areas of Android Security, Static Analysis, Machine Learning, Deep Learning, and Empirical Study.

News

[2018-12] Our paper entitled "Want to Earn a Few Extra Bucks? A First Look at Money-making Apps" was accepted to SANER 2019
[2018-09] Our paper entitled "DeepGauge: Multi-Granularity Testing Criteria for Deep Learning Systems" won the ACM SIGSOFT Distinguished Paper Award
[2018-08] Our paper entitled "Automated Testing of Android Apps: A Systematic Literature Review" was accepted to IEEE Transactions on Reliability
[2018-07] Our paper entitled "Beyond Google Play: A Large-Scale Comparative Study of Chinese Android App Markets" was accepted to IMC 2018
[2018-07] Two papers entitled "MoonlightBox: Mining Android API Histories for Uncovering Release-time Inconsistencies" and "DeepMutation: Mutation Testing of Deep Learning Systems" were accepted to ISSRE 2018
[2018-07] Our paper entitled "DeepGauge: Multi-Granularity Testing Criteria for Deep Learning Systems" was accepted to ASE 2018
[2018-06] Our paper entitled "FraudDroid: Automated Ad Fraud Detection for Android Apps" was accepted to ESEC/FSE 2018
[2018-06] Our paper entitled "A Closer Look at Real-World Patches" was accepted to ICSME 2018
See more news ...

Work in Progress

Li Li, Jun Gao, Médéric Hurier, Pingfan Kong, Tegawendé F Bissyandé, Alexandre Bartel, Jacques Klein, Yves Le Traon, AndroZoo++: Collecting Millions of Android Apps and Their Metadata for the Research Community, arXiv preprint arXiv:1709.05281, 2017  [pdf]  [bib]

Selected Publications

See this Full List page.
TRel Pingfan Kong, Li Li, Jun Gao, Kui Liu, Tegawendé Bissyandé, Jacques Klein, Automated Testing of Android Apps: A Systematic Literature Review, IEEE Transactions on Reliability, 2018  [pdf]  [bib]
ISSRE Li Li, Tegawendé F. Bissyandé, and Jacques Klein, MoonlightBox: Mining Android API Histories for Uncovering Release-time Inconsistencies, The 29th IEEE International Symposium on Software Reliability Engineering (ISSRE 2018), 2018  [pdf]  [bib]  [acceptance rate: 23.9%, (23/96)]
ASE Lei Ma, Felix Juefei-Xu, Fuyuan Zhang, Jiyuan Sun, Minhui Xue, Bo Li, Chunyang Chen, Ting Su, Li Li, Yang Liu, Jianjun Zhao, and Yadong Wang, DeepGauge: Multi-Granularity Testing Criteria for Deep Learning Systems, The 33rd IEEE/ACM International Conference on Automated Software Engineering (ASE 2018), 2018  [pdf]  [bib]
ESEC/FSE Feng Dong, Haoyu Wang, Li Li, Yao Guo, Tegawendé F. Bissyandé, Tianming Liu, Guoai Xu, and Jacques Klein, FraudDroid: Automated Ad Fraud Detection for Android Apps, The 26th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE 2018)  [pdf]  [bib]
ISSTA Li Li, Tegawendé F. Bissyandé, Haoyu Wang and Jacques Klein, CiD: Automating the Detection of API-related Compatibility Issues in Android Apps, The ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA 2018)  [pdf]  [bib]
ICSE Kisub Kim, Dongsun Kim, Tegawendé F. Bissyandé, Eunjong Choi, Li Li, Jacques Klein, and Yves Le Traon, FaCoY – A Code-to-Code Search Engine, The 40th International Conference on Software Engineering (ICSE 2018)  [pdf]  [bib]
IST Li Li, Tegawendé F. Bissyandé, Mike Papadakis, Siegfried Rasthofer, Alexandre Bartel, Damien Octeau, Jacques Klein, Yves Le Traon, Static Analysis of Android Apps: A Systematic Literature Review, Information and Software Technology, 2017  [pdf]  [bib]
TIFS Li Li, Daoyuan Li, Tegawendé F. Bissyandé, Jacques Klein, Yves Le Traon, David Lo and Lorenzo Cavallaro, Understanding Android App Piggybacking: A Systematic Study of Malicious Code Grafting, IEEE Transactions on Information Forensics & Security (TIFS), 2017  [pdf]  [bib]
ICSME Li Li, Tegawendé F. Bissyandé, Yves Le Traon, Jacques Klein, Accessing Inaccessible Android APIs: An Empirical Study, The 32nd International Conference on Software Maintenance and Evolution (ICSME 2016)  [pdf]  [bib]
ISSTA Li Li, Tegawendé F. Bissyandé, Damien Octeau and Jacques Klein, DroidRA: Taming Reflection to Support Whole-Program Analysis of Android Apps, The 2016 International Symposium on Software Testing and Analysis (ISSTA 2016)  [pdf]  [bib]
SANER Li Li, Tegawendé F. Bissyandé, Jacques Klein, Yves Le Traon, An Investigation into the Use of Common Libraries in Android Apps, The 23rd IEEE International Conference on Software Analysis, Evolution, and Reengineering (SANER 2016)  [pdf]  [bib]
POPL Damien Octeau, Somesh Jha, Matthew Dering, Patrick McDaniel, Alexandre Bartel, Li Li, Jacques Klein, and Yves Le Traon, Combining Static Analysis with Probabilistic Models to Enable Market-Scale Android Inter-component Analysis, The 43rd Symposium on Principles of Programming Languages (POPL 2016)  [pdf]  [bib]
ICSE Li Li, Alexandre Bartel, Tegawendé Bissyandé, Jacques Klein, Yves Le Traon, Steven Arzt, Siegfried Rasthofer, Eric Bodden, Damien Octeau and Patrick McDaniel, IccTA: Detecting Inter-Component Privacy Leaks in Android Apps, The 37th International Conference on Software Engineering (ICSE 2015)  [pdf]  [bib]  [www]

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