Publications

You can also find my articles on my Google Scholar profile or DBLP


  • Chunyang Chen, Ting Su, Guozhu Meng, Zhenchang Xing and Yang Liu, "From UI Design Image to GUI Skeleton: A Neural Machine Translator to Bootstrap Mobile GUI Implementation ," in The 40th International Conference on Software Engineering (ICSE) , Gothenburg, Sweden , 2018 . [ PDF | BIB ]

  • Lingling Fan, Ting Su, Sen Chen, Guozhu Meng, Yang Liu, Lihua Xu, Geguang Pu and Zhendong Su, "Large-Scale Analysis of Framework-Specific Exceptions in Android Apps ," in The 40th International Conference on Software Engineering (ICSE) , Gothenburg, Sweden , 2017 . [ PDF | BIB ]   ACM SIGSOFT Distinguished Paper Award

  • Guozhu Meng, Yinxing Xue, Jing Kai Siow, Ting Su, Annamalai Narayanan and Yang Liu, "AndroVault: Constructing Knowledge Graph from Millions of Android Apps for Automated Analysis ," in CoRR abs/1711.07451 , 2017 . [ PDF | BIB ]

  • Yun Lin, Guozhu Meng, Yinxing Xue, Zhenchang Xing, Jun Sun, Xin Peng, Yang Liu, Wenyun Zhao, and Jinsong Dong, "Mining Implicit Design Templates for Actionable Code Reuse ," in The 32nd IEEE/ACM International Conference on Automated Software Engineering (ASE) , Urbana-Champaign, Illinois, USA , 2017 . [ PDF | BIB ]

  • Ting Su, Guozhu Meng, Yuting Chen, Ke Wu, Weiming Yang, Yao Yao, Geguang Pu, Yang Liu, and Zhendong Su, "Guided, Stochastic Model-Based GUI Testing of Android Apps ," in 11th Joint Meeting of the European Software Engineering Conference and the ACM SIGSOFT Symposium on the Foundations of Software Engineering (ESEC/FSE) , Paderborn, Germany , 2017 , pp. 245--256 . [ PDF | BIB ]   First Prize of Tool Demo in NASAC 2017

  • Liang He, Guozhu Meng, Yu Gu, Cong Liu, Jun Sun, Ting Zhu, Yang Liu, and Kang G Shin, "Battery-Aware Mobile Data Service ," in IEEE Transactions on Mobile Computing (TMC) , vol. 16 , issue 6 , 2017 , pp. 1544--1558 . [ PDF | BIB ]

  • Liang He, Eugene Kim, Kang G Shin, Guozhu Meng, and Tian He, "Battery State-of-Health Estimation for Mobile Devices ," in Proceedings of the 8th International Conference on Cyber-Physical System (ICCPS) , Pittsburgh, Pennsylvania, USA , 2017 , pp. 51--60 . [ PDF | BIB ]

  • Yinxing Xue, Guozhu Meng, Yang Liu, Tian Huat Tan, Hongxu Chen, Jun Sun, and Jie Zhang, "Auditing Anti-Malware Tools by Evolving Android Malware and Dynamic Loading Technique ," in IEEE Transactions on Information Forensics and Security (TIFS) , vol. 12 , issue 7 , 2017 , pp. 1529--1544 . [ PDF | BIB ]

  • Annamalai Narayanan, Guozhu Meng, Liu Yang, Jinliang Liu, and Lihui Chen, "Contextual Weisfeiler-Lehman Graph Kernal for Malware Detection ," in 2016 Internationl Joint Conference on Neural Networks (IJCNN) , Vancouver, BC, Canada , 2016 , pp. 4701--4708 . [ PDF | BIB ]

  • Guozhu Meng, Yinxing Xue, Zhengzi Xu, Yang Liu, Jie Zhang, and Annamalai Narayanan, "Semantic Modelling of Android Malware for Effective Malware Comprehension, Detection, and Classification ," in The International Symposium on Software Testing and Analysis (ISSTA) , Saarbrücken, Germany , 2016 , pp. 306--317 . [ PDF | BIB ]

  • Guozhu Meng, Yinxing Xue, Mahinthan Chandramohan, Annamalai Narayanan, Yang Liu, Jie Zhang, and Tieming Chen, "Mystique: Evolving Android Malware for Auditing Anti-Malware Tools ," in ACM Asia Conference on Computer and Communicatoins Security (AsiaCCS) , Xi'an, China , 2016 , pp. 365--376 . [ PDF | BIB ]

  • Guozhu Meng, Yang Liu, Jie Zhang, Alexander Pokluda, and Raouf Boutaba, "Collaborative Security: A Survey and Taxonomy ," in ACM Computing Surveys (CSUR) , vol. 48 , issue 1 , 2015 , pp. 1--42 . [ PDF | BIB ]

  • Guangdong Bai, Jike Lei, Guozhu Meng, Sai Sathyanarayan Venkatraman, Prateek Saxena, Jun Sun, Yang Liu, and Jin Song Dong, "AuthScan: Automatic Extraction of Web Authentication Protocols from Implementations ," in Proceedings of the 20th Annual Network and Distributed System Security Symposium (NDSS) , San Diego, California, USA , 2013 . [ PDF | BIB ]