Selected Publications
[ICSE '24]
Combining Structured Static Code Information and Dynamic Symbolic Traces for Software Vulnerability Prediction
Huanting Wang, Zhanyong Tang, Shin Hwei Tan, Jie Wang, Yuzhe Liu, Hejun Fang, Chunwei Xia, Zheng Wang
The 46th International Conference on Software Engineering (ICSE 2024) (Artificate Evaluated!)
, 2024.
Huanting Wang, Zhanyong Tang, Shin Hwei Tan, Jie Wang, Yuzhe Liu, Hejun Fang, Chunwei Xia, Zheng Wang
The 46th International Conference on Software Engineering (ICSE 2024) (
Premier ACM conference in Software Engineering (CORE A*) Preprint Code and dataset
[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 2022 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 2022 International Conference on Compiler Construction (CC 2022) (
Premier ACM conference in compiler construction (CORE A) Preprint Code and 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*)
ESI Top 1% Highly Cited Papers
.
This work was featured on several online media (Sohu,
Tencent and China Youth Daily).
Preprint
Code and dataset
Awards
- AI SuperConnector Award
- MITCAS Globalink Research Award
- School of Computing's 3.5-Year Full Scholarship (Awarded to Only One International Students in 2021)
- The First-class Scholarship of Northwest University, Top 5% (2018-2019)
Projects
AI4Secure: AI Empowered Automated Software Bug Detection Services
AI SuperConnector, ECR, 2024 - 2025
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
Services
Services
- Reviewer for ICAC 24, MSN 24, CSUR, FCS.
- Artifact Evaluation Committee(AEC) member: ISSTA 24, CCS 24.
Teaching Assistant
- September 2022 - December 2022, COMP1211 Computer Architecture.
- September 2023 - December 2023, COMP1211 Computer Architecture.
Internship
- July 2021 - December 2021, Algorithm Engineer Intern, ALIBABA DAMO ACADEMY.
- 2019 - 2020, Software Engineer (Part Time), Ant Group.
Biography
- October 2021 - Present, Ph.D. candidate, 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.