Siyu Luan

According to our database, Siyu Luan authored at least 8 papers between 2021 and 2024.

Collaborative distances:

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

2024

Training A Secure Model Against Data-Free Model Extraction.

Zhenyi Wang, Li Shen, Junfeng Guo, Tiehang Duan, Siyu Luan, Tongliang Liu, Mingchen Gao

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Efficient Performance Prediction of End-to-End Autonomous Driving Under Continuous Distribution Shifts Based on Anomaly Detection.

Siyu Luan, Zonghua Gu, Shaohua Wan

J. Signal Process. Syst., December, 2023

Timing Performance Benchmarking of Out-of-Distribution Detection Algorithms.

Siyu Luan, Zonghua Gu, Amin Saremi, Leonid B. Freidovich, Lili Jiang, Shaohua Wan

J. Signal Process. Syst., December, 2023

Towards safe and efficient application of deep neural networks in resource-constrained real-time embedded systems

Siyu Luan

PhD thesis, 2023

LRP-based network pruning and policy distillation of robust and non-robust DRL agents for embedded systems.

Siyu Luan, Zonghua Gu, Rui Xu, Qingling Zhao, Gang Chen

Concurr. Comput. Pract. Exp., 2023

2022

CAN Bus Intrusion Detection Based on Auxiliary Classifier GAN and Out-of-distribution Detection.

Qingling Zhao, Mingqiang Chen, Zonghua Gu, Siyu Luan, Haibo Zeng, Samarjit Chakraborty

ACM Trans. Embed. Comput. Syst., 2022

LRP-based Policy Pruning and Distillation of Reinforcement Learning Agents for Embedded Systems.

Rui Xu, Siyu Luan, Zonghua Gu, Qingling Zhao, Gang Chen

Proceedings of the 25th IEEE International Symposium On Real-Time Distributed Computing, 2022

2021

Out-of-Distribution Detection for Deep Neural Networks With Isolation Forest and Local Outlier Factor.

Siyu Luan, Zonghua Gu, Leonid B. Freidovich, Lili Jiang, Qingling Zhao

IEEE Access, 2021