Zhuo Li

I am a Ph.D. student in Pangu Lab, Kyushu University, Japan. My advisor is Prof.Jianjun Zhao. Prior to becoming a Ph.D. candidate, I received my B.Eng. degree at Beijing University of Posts and Telecommunications in 2015 and my M.Eng. degree in Engineering at Kyushu University in 2022.

My research is mainly about Reinforcement Learning (RL), including the algorithm sample efficiency, reliability, security, privacy, and corresponding applications. I am glad to discuss and collaborate with researchers interested to the above topics.

li.zhuo.786@s.kyushu-u.ac.jp

Scholar Github

Awards:
In May 2023, our paper was selected as the Best Student Paper at QSW 2023.
In Apr 2022, I was selected as a JST K-Spring scholarship recipient.
In Jan 2022, our paper was selected as the Spolit Paper at ICLR 2023.

Experience:
2023.12-2024.06 Research Assistant (Internship) of Reinforcement Learning at Trustworthy AI Lab, Singapore Management University, Singapore.
2023.05-2023.09 AI Engineer (Internship) of Large Language Models, Hangzhou Byering Technology Co, China
2016.05-2019.03 Software Engineer at Isoftstone Network Technology Co, China.
2015.08-2016.04 Network Engineer, Jiangsu Post and Telecommunications Planning and Design Institute, China.

Publications

Generative Model-Based Testing on Decision-Making Policies
Zhuo Li, Xiongfei Wu, Derui Zhu, Mingfei Cheng, Siyuan Chen, Fuyuan Zhang, Xiaofei Xie, Lei Ma, Jianjun Zhao
The 38th IEEE/ACM International Conference on Automated Software Engineering (ASE 2023)
Code / Paper

Neural Episodic Control with State Abstraction
Zhuo Li, Derui Zhu, Yujing Hu, Xiaofei Xie, Lei Ma, Yan Zheng, Yan Song, Yingfeng Chen, Jianjun Zhao
The 11th International Conference on Learning Representations (ICLR 2023)
Code / Paper
Spolight Paper (Top-25%)

An Empirical Study of Bugs in Quantum Machine Learning Frameworks
Pengzhan Zhao, Xiongfei Wu, Junjie Luo, Zhuo Li, Jianjun Zhao
The IEEE International Conference on Quantum Software (QSW 2023)
Paper
The Best Student Paper Award

QChecker: Detecting Bugs in Quantum Programs via Static Analysis
Pengzhan Zhao, Xiongfei Wu, Zhuo Li, Jianjun Zhao
The 4th International Workshop on Quantum Software Engineering (Q-SE 2023)
Paper

GBGallery: A benchmark and framework for game testing
Zhuo Li, Yuechen Wu, Lei Ma, Xiaofei Xie, Yingfeng Chen, Changjie Fan
Empirical Software Engineering (Journal Paper).
Paper

A Search-Based Testing Framework for Deep Neural Networks of Source Code Embedding
Maryam Vahdat Pour, Zhuo Li, Lei Ma, Hadi Hemmati
IEEE International Conference on Software Testing, Verification and Validation (ICST 2021).
Paper

Few-Shot Guided Mix for DNN Repairing
Xuhong Ren, Bing Yu, Hua Qi, Felix Juefei-Xu, Zhuo Li, Wanli Xue, Lei Ma and Jianjun Zhao
IEEE International Conference on Software Maintenance and Evolution (ICSME 2020).
Paper