• [July, 2023] I presented a poster on "Towards Automated, Robust and Trustworthy Machine Learning for Program Modeling" in the LIDA Data Science Infrastructures Programme Workshop.
  • [June, 2023] From open source stardom to Nature's spotlight: our reinforcement learning framework earns 100+ Stars and DeepMind's citation on Nature!
  • [June, 2023] Groundbreaking Bug Detection Research Soars to New Heights - Over 100 Citations!
  • [April, 2023] I presented a poster on "Automating Reinforcement Learning Architecture Design for Code Optimization" in the UK Alan Turing Workshop on Edge-Cloud Infrastructure for Distributed Intelligent Computing.

Selected Publications

More Publications

Google Scholar | DBLP

[CC '22] Automating Reinforcement Learning Architecture Design for Code Optimization

, 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

, 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

, 2020.

Premier ACM conference in parallel computing (CORE A) Preprint Code Dataset


  • 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)


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


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