Selected Publications
[CC '22]
Automating Reinforcement Learning Architecture Design for Code Optimization
Huanting Wang, Zhanyong Tang, Cheng Zhang, Jiaqi Zhao, Chris Cummins, Hugh Leather, Zheng Wang
The 31th ACM SIGPLAN 2020 International Conference on Compiler Construction (CC 2022) (Artificate Evaluated!)
, 2022.
Huanting Wang, Zhanyong Tang, Cheng Zhang, Jiaqi Zhao, Chris Cummins, Hugh Leather, Zheng Wang
The 31th ACM SIGPLAN 2020 International Conference on Compiler Construction (CC 2022) (
Premier ACM conference in compiler construction (CORE A) Preprint Code Dataset
[TIFS '21]
Combining Graph-Based Learning With Automated Data Collection for Code Vulnerability Detection
Huanting Wang, Guixin Ye, Zhanyong Tang, Shin Hwei Tan, Songfang Huang, Dingyi Fang,Yansong Feng,Lizhong Bian, Zheng Wang
IEEE Transactions on Information Forensics and Security , 2021. Flagship journal in computer security (CORE A*)
Huanting Wang, Guixin Ye, Zhanyong Tang, Shin Hwei Tan, Songfang Huang, Dingyi Fang,Yansong Feng,Lizhong Bian, Zheng Wang
IEEE Transactions on Information Forensics and Security , 2021. Flagship journal in computer security (CORE A*)
This work was featured on several online media (Sohu, Tencent and China Youth Daily). Preprint Code Dataset
[PACT '20]
Deep Program Structure Modeling Through Multi-Relational Graph-based Learning
Guixin Ye, Zhanyong Tang, Huanting Wang, Jianbin Fang, Songfang Huang, Zheng Wang
Proceedings of the ACM International Conference on Parallel Architectures and Compilation Techniques , 2020.
Guixin Ye, Zhanyong Tang, Huanting Wang, Jianbin Fang, Songfang Huang, Zheng Wang
Proceedings of the ACM International Conference on Parallel Architectures and Compilation Techniques , 2020.
Premier ACM conference in parallel computing (CORE A) Preprint Code Dataset
Awards
- School of Computing's 3.5-Year Full Scholarship (Awarded to Only One International Students Annually in 2021)
- The China National Scholarship, Top 2% (2020)
- The First-class Scholarship of Northwest University, Top 5% (2018-2019)
Projects
An Open-Source Vulnerability Discovery Method Combining Historical Code Commits and Pre-trained Models
Huawei 2012 labs, Collaborative Project Team Member, 2022 - 2023
Automating Reinforcement Learning Architecture Design for Code Optimization
Meta AI Research & University of Leeds & Northwest University, Collaborative Project Team Member, 2020 - 2021
Affordable Billion-Scale Pre-trained NLP Models' Training
Alibaba Damo Academy, Research Intern, July 2020 - December 2020
Machine Learning-based Code Security Detection
Ant Group, Collaborative Project Team Member, 2019 - 2020
Internship
Teaching Assistant
- September 2022 - December 2022, COMP1211 Computer Architecture.
Internship
- 2022 - 2023, Software Engineer (Part Time), Huawei 2012 labs.
- July 2021 - December 2021, Algorithm Engineer Intern, ALIBABA DAMO ACADEMY.
- 2019 - 2020, Software Engineer (Part Time), Ant Group.
Biography
- October 2021 - Present, Ph.D. student, Computer Science, University of Leeds, U.K.
- September 2018 - June 2021, Master, Software Engineering, Northwest University, China.
- September 2014 - June 2018, Undergraduate, Software Engineering, Chang'an University, China.