A Grey-Box Approach for Automated GUI-Model Generation of Mobile Applications. - Wei Yang 013; Mukul R. Prasad; Tao Xie 001 (FASE, 2013)

WHYPER: Towards Automating Risk Assessment of Mobile Applications. - Rahul Pandita; Xusheng Xiao; Wei Yang 013; William Enck; Tao Xie 001 (USENIX Security Symposium, 2013)

Improving mobile application security via bridging user expectations and application behaviors. - Wei Yang 013; Xusheng Xiao; Rahul Pandita; William Enck; Tao Xie 001 (HotSoS, 2014)

AppContext: Differentiating Malicious and Benign Mobile App Behaviors Using Context. - Wei Yang 013; Xusheng Xiao; Benjamin Andow; Sihan Li; Tao Xie 001; William Enck (ICSE (1), 2015)

Free for All! Assessing User Data Exposure to Advertising Libraries on Android. - Soteris Demetriou; Whitney Merrill; Wei Yang 013; Aston Zhang; Carl A. Gunter (NDSS, 2016)

Automated test input generation for Android: are we really there yet in an industrial case? - Xia Zeng; Dengfeng Li 003; Wujie Zheng; Fan Xia; Yuetang Deng; Wing Lam; Wei Yang 013; Tao Xie 001 (SIGSOFT FSE, 2016)

Malware Detection in Adversarial Settings: Exploiting Feature Evolutions and Confusions in Android Apps. - Wei Yang 013; Deguang Kong; Tao Xie 001; Carl A. Gunter (ACSAC, 2017)

Automated Test Input Generation for Android: Towards Getting There in an Industrial Case. - Haibing Zheng; Dengfeng Li 003; Beihai Liang; Xia Zeng; Wujie Zheng; Yuetang Deng; Wing Lam; Wei Yang 013; Tao Xie 001 (ICSE-SEIP, 2017)

Telemade: A Testing Framework for Learning-Based Malware Detection Systems. - Wei Yang 013; Tao Xie 001 (AAAI Workshops, 2018)

Generating Regular Expressions from Natural Language Specifications: Are We There Yet? - Zexuan Zhong; Jiaqi Guo; Wei Yang 013; Tao Xie 001; Jian-Guang Lou; Ting Liu 002; Dongmei Zhang 001 (AAAI Workshops, 2018)

Property Inference Attacks on Fully Connected Neural Networks using Permutation Invariant Representations. - Karan Ganju; Qi Wang 017; Wei Yang 013; Carl A. Gunter; Nikita Borisov (CCS, 2018)

SemRegex: A Semantics-Based Approach for Generating Regular Expressions from Natural Language Specifications. - Zexuan Zhong; Jiaqi Guo; Wei Yang 013; Jian Peng 001; Tao Xie 001; Jian-Guang Lou; Ting Liu 002; Dongmei Zhang 001 (EMNLP, 2018)

EnMobile: entity-based characterization and analysis of mobile malware. - Wei Yang 013; Mukul R. Prasad; Tao Xie 001 (ICSE, 2018)

An empirical study of Android test generation tools in industrial cases. - Wenyu Wang; Dengfeng Li 003; Wei Yang 013; Yurui Cao; Zhenwen Zhang; Yuetang Deng; Tao Xie 001 (ASE, 2018)

Mining Android App Descriptions for Permission Requirements Recommendation. - Xueqing Liu 001; Yue Leng; Wei Yang 013; Chengxiang Zhai; Tao Xie 001 (RE, 2018)

A Large-Scale Empirical Study on Android Runtime-Permission Rationale Messages. - Xueqing Liu 001; Yue Leng; Wei Yang 013; Wenyu Wang; Chengxiang Zhai; Tao Xie 001 (VL/HCC, 2018)

Oracle-free Detection of Translation Issue for Neural Machine Translation. - Wujie Zheng; Wenyu Wang; Dian Liu; Changrong Zhang; Qinsong Zeng; Yuetang Deng; Wei Yang 013; Tao Xie 001 (CoRR, 2018)

MULDEF: Multi-model-based Defense Against Adversarial Examples for Neural Networks. - Siwakorn Srisakaokul; Zexuan Zhong; Yuhao Zhang 005; Wei Yang 013; Tao Xie 001 (CoRR, 2018)

Charting the Attack Surface of Trigger-Action IoT Platforms. - Qi Wang 017; Pubali Datta; Wei Yang 013; Si Liu 003; Adam Bates 001; Carl A. Gunter (CCS, 2019)

Detecting Failures of Neural Machine Translation in the Absence of Reference Translations. - Wenyu Wang; Wujie Zheng; Dian Liu; Changrong Zhang; Qinsong Zeng; Yuetang Deng; Wei Yang 013; Pinjia He; Tao Xie 001 (DSN (Industry Track), 2019)

Testing untestable neural machine translation: an industrial case. - Wujie Zheng; Wenyu Wang; Dian Liu; Changrong Zhang; Qinsong Zeng; Yuetang Deng; Wei Yang 013; Pinjia He; Tao Xie 001 (ICSE (Companion Volume), 2019)

MalScan: Fast Market-Wide Mobile Malware Scanning by Social-Network Centrality Analysis. - Yueming Wu 001; Xiaodi Li 002; Deqing Zou; Wei Yang 013; Xin Zhang; Hai Jin 001 (ASE, 2019)

REINAM: reinforcement learning for input-grammar inference. - Zhengkai Wu; Evan Johnson 001; Wei Yang 013; Osbert Bastani; Dawn Song; Jian Peng 001; Tao Xie 001 (ESEC/SIGSOFT FSE, 2019)

ILFO: Adversarial Attack on Adaptive Neural Networks. - Mirazul Haque; Anki Chauhan; Cong Liu 005; Wei Yang 013 (CVPR, 2020)

Database-Access Performance Antipatterns in Database-Backed Web Applications. - Shudi Shao; Zhengyi Qiu; Xiao Yu; Wei Yang 013; Guoliang Jin; Tao Xie 001; Xintao Wu (ICSME, 2020)

SCDetector: Software Functional Clone Detection Based on Semantic Tokens Analysis. - Yueming Wu 001; Deqing Zou; Shihan Dou; Siru Yang; Wei Yang 013; Feng Cheng; Hong Liang; Hai Jin 001 (ASE, 2020)

DENAS: automated rule generation by knowledge extraction from neural networks. - Simin Chen; Soroush Bateni; Sampath Grandhi; Xiaodi Li 002; Cong Liu 005; Wei Yang 013 (ESEC/SIGSOFT FSE, 2020)

TextExerciser: Feedback-driven Text Input Exercising for Android Applications. - Yuyu He; Lei Zhang 096; Zhemin Yang; Yinzhi Cao; Keke Lian; Shuai Li 006; Wei Yang 013; Zhibo Zhang; Min Yang 002; Yuan Zhang 009; Haixin Duan (SP, 2020)

An Empirical Analysis of UI-based Flaky Tests. - Alan Romano; Zihe Song; Sampath Grandhi; Wei Yang 013; Weihang Wang 001 (ICSE, 2021)

UI-Based Flaky Tests Dataset. - Alan Romano; Zihe Song; Sampath Grandhi; Wei Yang 013; Weihang Wang 001 (ICSE (Companion Volume), 2021)

Acoustic fingerprint based smart mobiles indoor localization under dense NLOS environment. - Wenbin Zuo; Wei Yang 013; Zhixin Hu; Lei Zhang 057 (ICSPCC, 2021)

WebEvo: taming web application evolution via detecting semantic structure changes. - Fei Shao; Rui Xu; Wasif Arman Haque; Jingwei Xu 004; Ying Zhang 012; Wei Yang 013; Yanfang Ye 001; Xusheng Xiao (ISSTA, 2021)

HomDroid: detecting Android covert malware by social-network homophily analysis. - Yueming Wu 001; Deqing Zou; Wei Yang 013; Xiang Li; Hai Jin 001 (ISSTA, 2021)

GLIB: towards automated test oracle for graphically-rich applications. - Ke Chen 005; Yufei Li 001; Yingfeng Chen; Changjie Fan; Zhipeng Hu; Wei Yang 013 (ESEC/SIGSOFT FSE, 2021)

Vet: identifying and avoiding UI exploration tarpits. - Wenyu Wang; Wei Yang 013; Tianyin Xu; Tao Xie 001 (ESEC/SIGSOFT FSE, 2021)

Speculating Ineffective UI Exploration via Trace Analysis. - Wenyu Wang; Wei Yang 013; Tianyin Xu; Tao Xie 001 (CoRR, 2021)

Obfuscation-resilient Android Malware Analysis Based on Contrastive Learning. - Yueming Wu 001; Shihan Dou; Deqing Zou; Wei Yang 013; Weizhong Qiang; Hai Jin 001 (CoRR, 2021)

Estimating Predictive Uncertainty Under Program Data Distribution Shift. - Yufei Li 001; Simin Chen; Wei Yang 013 (CoRR, 2021)

Boosting the Capability of Intelligent Vulnerability Detection by Training in a Human-Learning Manner. - Shihan Dou; Yueming Wu 001; Wenxuan Li; Feng Cheng; Wei Yang 013; Yang Liu 003 (CoRR, 2021)

IntDroid: Android Malware Detection Based on API Intimacy Analysis. - Deqing Zou; Yueming Wu 001; Siru Yang; Anki Chauhan; Wei Yang 013; Jiangying Zhong; Shihan Dou; Hai Jin 001 (ACM Trans. Softw. Eng. Methodol., 2021)

TestAug: A Framework for Augmenting Capability-based NLP Tests. - Guanqun Yang; Mirazul Haque; Qiaochu Song; Wei Yang 013; Xueqing Liu 001 (COLING, 2022)

NICGSlowDown: Evaluating the Efficiency Robustness of Neural Image Caption Generation Models. - Simin Chen; Zihe Song; Mirazul Haque; Cong Liu 005; Wei Yang 013 (CVPR, 2022)

CorrGAN: Input Transformation Technique Against Natural Corruptions. - Mirazul Haque; Christof J. Budnik; Wei Yang 013 (CVPR Workshops, 2022)

EREBA: Black-box Energy Testing of Adaptive Neural Networks. - Mirazul Haque; Yaswanth Yadlapalli; Wei Yang 013; Cong Liu 005 (ICSE, 2022)

VulCNN: An Image-inspired Scalable Vulnerability Detection System. - Yueming Wu 001; Deqing Zou; Shihan Dou; Wei Yang 013; Duo Xu; Hai Jin 001 (ICSE, 2022)

Learn to Reverse DNNs from AI Programs Automatically. - Simin Chen; Hamed Khanpour; Cong Liu 005; Wei Yang 013 (IJCAI, 2022)

An Empirical Analysis of Compatibility Issues for Industrial Mobile Games (Practical Experience Report). - Zihe Song; Yingfeng Chen; Lei Ma 003; Shangjie Lu; Honglei Lin; Changjie Fan; Wei Yang 013 (ISSRE, 2022)

DeepPerform: An Efficient Approach for Performance Testing of Resource-Constrained Neural Networks. - Simin Chen; Mirazul Haque; Cong Liu 005; Wei Yang 013 (ASE, 2022)

NMTSloth: understanding and testing efficiency degradation of neural machine translation systems. - Simin Chen; Cong Liu 005; Mirazul Haque; Zihe Song; Wei Yang 013 (ESEC/SIGSOFT FSE, 2022)

Learning to Reverse DNNs from AI Programs Automatically. - Simin Chen; Hamed Khanpour; Cong Liu 005; Wei Yang 013 (CoRR, 2022)

Dynamic Transformers Provide a False Sense of Efficiency. - Yiming Chen 010; Simin Chen; Zexin Li 001; Wei Yang 013; Cong Liu 005; Robby T. Tan; Haizhou Li 001 (ACL (1), 2023)

The Dark Side of Dynamic Routing Neural Networks: Towards Efficiency Backdoor Injection. - Simin Chen; Hanlin Chen; Mirazul Haque; Cong Liu 005; Wei Yang 013 (CVPR, 2023)

Dynamic Neural Network is All You Need: Understanding the Robustness of Dynamic Mechanisms in Neural Networks. - Mirazul Haque; Wei Yang 013 (ICCV (Workshops), 2023)

AntiNODE: Evaluating Efficiency Robustness of Neural ODEs. - Mirazul Haque; Simin Chen; Wasif Arman Haque; Cong Liu 005; Wei Yang 013 (ICCV (Workshops), 2023)

SlothSpeech: Denial-of-service Attack Against Speech Recognition Models. - Mirazul Haque; Rutvij Shah; Simin Chen; Berrak Sisman; Cong Liu 005; Wei Yang 013 (INTERSPEECH, 2023)

DyCL: Dynamic Neural Network Compilation Via Program Rewriting and Graph Optimization. - Simin Chen; Shiyi Wei; Cong Liu 005; Wei Yang 013 (ISSTA, 2023)

RT-LM: Uncertainty-Aware Resource Management for Real-Time Inference of Language Models. - Yufei Li 001; Zexin Li 001; Wei Yang 013; Cong Liu 005 (RTSS, 2023)

MIMONet: Multi-Input Multi-Output On-Device Deep Learning. - Zexin Li 001; Xiaoxi He; Yufei Li 001; Shahab Nikkhoo; Wei Yang 013; Lothar Thiele; Cong Liu 005 (CoRR, 2023)

Testing Hateful Speeches against Policies. - Jiangrui Zheng; Xueqing Liu 001; Girish Budhrani; Wei Yang 013; Ravishka Rathnasuriya (CoRR, 2023)

MENDNet: Just-in-time Fault Detection and Mitigation in AI Systems with Uncertainty Quantification and Multi-Exit Networks. - Shamik Kundu; Mirazul Haque; Sanjay Das; Wei Yang 013; Kanad Basu (DAC, 2024)

Guardian: A Runtime Framework for LLM-Based UI Exploration. - Dezhi Ran; Hao Wang 112; Zihe Song; Mengzhou Wu; Yuan Cao; Ying Zhang 012; Wei Yang 013; Tao Xie 001 (ISSTA, 2024)

HateModerate: Testing Hate Speech Detectors against Content Moderation Policies. - Jiangrui Zheng; Xueqing Liu 001; Mirazul Haque; Xing Qian; Guanqun Yang; Wei Yang 013 (NAACL-HLT (Findings), 2024)

WEFix: Intelligent Automatic Generation of Explicit Waits for Efficient Web End-to-End Flaky Tests. - Xinyue Liu; Zihe Song; Weike Fang; Wei Yang 013; Weihang Wang 001 (WWW, 2024)

Uncertainty Awareness of Large Language Models Under Code Distribution Shifts: A Benchmark Study. - Yufei Li 001; Simin Chen; Yanghong Guo; Wei Yang 013; Yue Dong 002; Cong Liu 005 (CoRR, 2024)

Skill-Adpative Imitation Learning for UI Test Reuse. - Mengzhou Wu; Hao Wang 112; Jun Ren; Yuan Cao; Yuetong Li; Alex Jiang; Dezhi Ran; Yitao Hu; Wei Yang 013; Tao Xie 001 (CoRR, 2024)

DeciX: Explain Deep Learning Based Code Generation Applications. - Simin Chen; Zexin Li 001; Wei Yang 013; Cong Liu 005 (Proc. ACM Softw. Eng., 2024)

PPM: Automated Generation of Diverse Programming Problems for Benchmarking Code Generation Models. - Simin Chen; Xiaoning Feng; Xiaohong Han; Cong Liu 005; Wei Yang 013 (Proc. ACM Softw. Eng., 2024)

LLMEffiChecker: Understanding and Testing Efficiency Degradation of Large Language Models. - Xiaoning Feng; Xiaohong Han; Simin Chen; Wei Yang 013 (ACM Trans. Softw. Eng. Methodol., 2024)

Automated Testing Linguistic Capabilities of NLP Models. - Jaeseong Lee; Simin Chen; Austin Mordahl; Cong Liu 005; Wei Yang 013; Shiyi Wei (ACM Trans. Softw. Eng. Methodol., 2024)

TaOPT: Tool-Agnostic Optimization of Parallelized Automated Mobile UI Testing. - Dezhi Ran; Zihe Song; Wenyu Wang; Wei Yang 013; Tao Xie 001 (ASPLOS (2), 2025)

Automatic Mathematic In-Context Example Generation for LLM Using Multi-Modal Consistency. - Jaeseong Lee; Wei Yang 013; Gopal Gupta 001; Shiyi Wei (COLING, 2025)

StdGEN: Semantic-Decomposed 3D Character Generation from Single Images. - Yuze He; Yanning Zhou 003; Wang Zhao; Zhongkai Wu; Kaiwen Xiao; Wei Yang 013; Yong-Jin Liu; Xiao Han (CVPR, 2025)

WAF: An Efficient WebAssembly-Based Execution Environment for User-Defined Functions. - Zhuo Huang; Hao Fan 006; Junhui Peng; Qi Wu; Song Wu 001; Chen Yu 003; Hai Jin 001; Qiming Liu; Wei Yang 013; Shuo Yu (ICDE, 2025)

CodeImprove: Program Adaptation for Deep Code Models. - Ravishka Rathnasuriya; Zijie Zhao; Wei Yang 013 (ICSE, 2025)

Can You Mimic Me? Exploring the Use of Android Record & Replay Tools in Debugging. - Zihe Song; S. M. Hasan Mansur 001; Ravishka Rathnasuriya; Yumna Fatima; Wei Yang 013; Kevin Moran; Wing Lam (MOBILESoft@ICSE, 2025)

Medusa: A Framework for Collaborative Development of Foundation Models with Automated Parameter Ownership Assignment. - Dezhi Ran; Yuan Cao; Yuzhe Guo; Yuetong Li; Mengzhou Wu; Simin Chen; Wei Yang 013; Tao Xie 001 (Proc. ACM Softw. Eng., 2025)

An Investigation on Numerical Bugs in GPU Programs Towards Automated Bug Detection. - Ravishka Rathnasuriya; Nidhi Majoju; Zihe Song; Wei Yang 013 (Proc. ACM Softw. Eng., 2025)

MalScan: Android Malware Detection Based on Social-Network Centrality Analysis. - Yueming Wu 001; Wenqi Suo; Siyue Feng; Deqing Zou; Wei Yang 013; Yang Liu 003; Hai Jin 001 (IEEE Trans. Dependable Secur. Comput., 2025)

Beyond Pass or Fail: A Multi-dimensional Benchmark for Mobile UI Navigation. - Dezhi Ran; Mengzhou Wu; Hao Yu; Yuetong Li; Jun Ren; Yuan Cao; Xia Zeng; Haochuan Lu; Zexin Xu; Mengqian Xu; Ting Su 001; Liangchao Yao; et al. (CoRR, 2025)

LLM4SR: A Survey on Large Language Models for Scientific Research. - Ziming Luo; Zonglin Yang 001; Zexin Xu; Wei Yang 013; Xinya Du (CoRR, 2025)

CodeImprove: Program Adaptation for Deep Code. - Ravishka Rathnasuriya; Zijie Zhao; Wei Yang 013 (CoRR, 2025)

An Empirical Analysis of Compatibility Issues for Industrial Mobile Games. - Zihe Song; Yingfeng Chen; Lei Ma 003; Shangjie Lu; Honglei Lin; Changjie Fan; Wei Yang 013 (CoRR, 2025)

PrimitiveAnything: Human-Crafted 3D Primitive Assembly Generation with Auto-Regressive Transformer. - Jingwen Ye; Yuze He; Yanning Zhou 003; Yiqin Zhu; Kaiwen Xiao; Yong-Jin Liu; Wei Yang 013; Xiao Han (CoRR, 2025)

Efficiency Robustness of Dynamic Deep Learning Systems. - Ravishka Rathnasuriya; Tingxi Li; Zexin Xu; Zihe Song; Mirazul Haque; Simin Chen; Wei Yang 013 (CoRR, 2025)

Exploiting Efficiency Vulnerabilities in Dynamic Deep Learning Systems. - Ravishka Rathnasuriya; Wei Yang 013 (CoRR, 2025)

Foundation Model Engineering: Engineering Foundation Models Just as Engineering Software. - Dezhi Ran; Mengzhou Wu; Wei Yang 013; Tao Xie 001 (ACM Trans. Softw. Eng. Methodol., 2025)

RVISmith: Fuzzing Compilers for RVV Intrinsics. - Yibo He; Cunjian Huang; Xianmiao Qu; Hongdeng Chen; Wei Yang 013; Tao Xie 001 (CoRR, 2025)

DPEfficR: a data and parameter efficient approach for training neural API recommendation model. - Haibo Yu; Xiaohong Han; Simin Chen; Xiaoning Feng; Guangzhao Sun; Wei Yang 013 (Autom. Softw. Eng., 2025)