Jiayi Hua

According to our database, Jiayi Hua authored at least 8 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

MalModel: hiding malicious payload in mobile deep learning models with black-box backdoor attack.

Jiayi Hua, Kailong Wang, Meizhen Wang, Guangdong Bai, Xiapu Luo, Haoyu Wang

Autom. Softw. Eng., June, 2026

2025

Mind the Gap: Revealing Inconsistencies Across Heterogeneous AI Accelerators.

Elliott Wen, Sean Ma, Ewan D. Tempero, Jens Dietrich, Daniel Xiapu Luo, Jiaxing Shen, Kaiqi Zhao, Bruce Sham, Yousong Song, Jiayi Hua, Jia Hong

CoRR, November, 2025

2024

AquaNutriOpt: Optimizing nutrients for controlling harmful algal blooms in Python - A case study of Lake Okeechobee.

Ashim Khanal, Vahid Mahmoodian, Osama M. Tarabih, Jiayi Hua, Mauricio E. Arias, Qiong Zhang, Hadi Charkhgard

Environ. Model. Softw., 2024

2021

DeepWukong: Statically Detecting Software Vulnerabilities Using Deep Graph Neural Network.

Xiao Cheng, Haoyu Wang, Jiayi Hua, Guoai Xu, Yulei Sui

ACM Trans. Softw. Eng. Methodol., 2021

MMGuard: Automatically Protecting On-Device Deep Learning Models in Android Apps.

Jiayi Hua, Yuanchun Li, Haoyu Wang

Proceedings of the IEEE Security and Privacy Workshops, 2021

On the Effectiveness of Deep Vulnerability Detectors to Simple Stupid Bug Detection.

Jiayi Hua, Haoyu Wang

Proceedings of the 18th IEEE/ACM International Conference on Mining Software Repositories, 2021

DeepPayload: Black-box Backdoor Attack on Deep Learning Models through Neural Payload Injection.

Yuanchun Li, Jiayi Hua, Haoyu Wang, Chunyang Chen, Yunxin Liu

Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering, 2021

2019

Static Detection of Control-Flow-Related Vulnerabilities Using Graph Embedding.

Xiao Cheng, Haoyu Wang, Jiayi Hua, Miao Zhang, Guoai Xu, Li Yi, Yulei Sui

Proceedings of the 24th International Conference on Engineering of Complex Computer Systems, 2019