Yang Liu

Registered user since Sun 16 Jul 2017

Name:Yang Liu
Affiliation:Nanyang Technological University
Research interests:Formal Methods, Software Engineering, Security

Contributions

MSR 2022 Committee Member in Program Committee within the Technical Papers-track
ASE 2021 Author of FirmGuide: Boosting the Capability of Rehosting Embedded Linux Kernels through Model-Guided Kernel Execution within the Research Papers-track
Author of A First Look at the Effect of Deep Learning inCoverage-guided Fuzzing within the Late Breaking Results-track
Author of Systematic Testing of Autonomous Driving Systems Using Map Topology-Based Scenario Classification within the NIER track-track
Committee Member in Program Committee within the Research Papers-track
Author of Automatic HMI Structure Exploration Via Curiosity-Based Reinforcement Learning within the Industry Showcase-track
Author of BIFF: Practical Binary Fuzzing Framework for Programs of IoT and Mobile Devices within the Industry Showcase-track
MSR 2021 Committee Member in Program Committee within the Technical Papers-track
ESEC/FSE 2022 Artifact Evaluation Co-Chair in Organizing Committee
ECOOP and ISSTA 2021 Session Chair of Testing/Analysis and ML/DL 1 (part of Discussions with Experts)
Author of Testing/Analysis and ML/DL 1 within the Discussions with Experts-track
ISSTA 2021 PC Member in Program Committee
ASE 2020 Author of Audee: Automated Testing for Deep Learning Frameworks within the Research Papers-track
Committee Member in Program Committee within the Research Papers-track
Author of MARBLE: Model-Based Robustness Analysis of Stateful Deep Learning Systems within the Research Papers-track
Author of Automated Third-party Library Detection for Android Applications: Are We There Yet? within the Research Papers-track
Author of Cats Are Not Fish: Deep Learning Testing Calls for Out-Of-Distribution Awareness within the Research Papers-track
Author of SADT: Syntax-Aware Differential Testing of Certificate Validation in SSL/TLS Implementions within the Research Papers-track
ICSE 2022 Committee Member in Program Committee within the DS - Doctoral Symposium-track
ISSTA 2020 Author of An Empirical Study on ARM Disassembly Tools within the Technical Papers-track
Author of Patch Based Vulnerability Matching for Binary Programs within the Technical Papers-track
ESEC/FSE 2020 Author of Machine Learning Testing: Survey, Landscapes and Horizons within the Journal First-track
ICPC 2020 Author of How are Deep Learning Models Similar? An Empirical Study on Clone Analysis of Deep Learning Software within the Research-track
A-Mobile 2019 Committee Member in Program Committee within the A-Mobile 2019-track
ICSE 2021 Author of Why an Android App is Classified as Malware? Towards Malware Classification Interpretation within the Journal-First Papers-track
Committee Member in Program Committee within the Technical Track-track
Author of Automatic Web Testing using Curiosity-Driven Reinforcement Learning within the Technical Track-track
Author of ATVHunter: Reliable Version Detection of Third-Party Libraries for Vulnerability Identification in Android Apps within the Technical Track-track
ASE 2019 Committee Member in Program Committee within the Journal First Presentations-track
Author of Wuji: Automatic Online Combat Game Testing Using Evolutionary Deep Reinforcement Learning within the Research Papers-track
Committee Member in Program Committee within the Late Breaking Results-track
Committee Member in Program Committee within the Research Papers-track
Author of An Empirical Study towards Characterizing Deep Learning Development and Deployment across Different Frameworks and Platforms within the Research Papers-track
Author of DeepMutation++: a Mutation Testing Framework for Deep Learning Systems within the Demonstrations-track
Author of DeepHunter: A Coverage-Guided Fuzzer for Deep Neural Networks within the Demonstrations-track
Author of A Quantitative Analysis Framework for Recurrent Neural Network within the Demonstrations-track
MSR 2019 Committee Member in Program Committee within the MSR 2019 Technical Papers-track
ISSTA 2019 PC Member in Program Committee within the Tool Demonstration-track
Author of DeepHunter: A Coverage-Guided Fuzz Testing Framework for Deep Neural Networks within the Technical Papers-track
ICSE 2020 Author of Towards Characterizing Adversarial Defects of Deep Learning Software from the Lens of Uncertainty within the Technical Papers-track
Programme Committee in Program Committee within the Software Engineering in Practice-track
Author of Typestate-Guided Fuzzer for Discovering Use-after-Free Vulnerabilities within the Technical Papers-track
Author of Explaining Regressions via Alignment Slicing and Mending within the Journal First-track
Author of MemLock: Memory Usage Guided Fuzzing within the Technical Papers-track
Author of An Empirical Assessment of Security Risks of Global Android Banking Apps within the Technical Papers-track
ICSE 2019 Author of Superion: Grammar-Aware Greybox Fuzzing within the Technical Track-track
Author of Localized or Architectural: An Empirical Study of Performance Issues Dichotomy within the Posters-track
Author of StoryDroid: Automated Generation of Storyboard for Android Apps within the Technical Track-track
Author of VULTRON: Catching Vulnerable Smart Contracts Once and for All within the New Ideas and Emerging Results-track
Author of LEOPARD: Identifying Vulnerable Code for Vulnerability Assessment through Program Metrics within the Technical Track-track
Author of ReCDroid: Automatically Reproducing Android Application Crashes from Bug Reports within the Technical Track-track
Author of Large-scale Empirical Study on Industrial Fake Apps within the Software Engineering in Practice-track
ESEC/FSE 2018 Author of Are Mobile Banking Apps Secure? What Can be Improved? within the Industry-track
Committee Member in Program Committee within the Demonstrations-track
Author of FOT: A Versatile, Configurable, Extensible Fuzzing Framework within the Demonstrations-track
ISSTA 2018 Committee Member in Program Committee within the ISSTA Technical Papers-track
* ICSE 2018 * Author of Poster T6: Detecting Missing Checks for Identifying Insufficient Attack Protections within the Posters -track
Author of Large-Scale Analysis of Framework-Specific Exceptions in Android Apps within the Technical Papers -track
Author of Speedoo: Prioritizing Performance Optimization Opportunities within the Technical Papers -track
Author of From UI Design Image to GUI Skeleton: A Neural Machine Translator to Bootstrap Mobile GUI Implementation within the Technical Papers -track