Siyu Luan

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 6

Top Topics

High Detection Rate

Anomaly Detection

Autonomous Driving

Reinforcement Learning Agents

Top Venues

J. Signal Process. Syst.

ACM Trans. Embed. Comput. Syst.

Concurr. Comput. Pract. Exp.

Publications

Siyu Luan, Zonghua Gu, Rui Xu, Qingling Zhao, Gang Chen
LRP-based network pruning and policy distillation of robust and non-robust DRL agents for embedded systems. Concurr. Comput. Pract. Exp. 35 (19) (2023)
Siyu Luan, Zonghua Gu, Shaohua Wan
Efficient Performance Prediction of End-to-End Autonomous Driving Under Continuous Distribution Shifts Based on Anomaly Detection. J. Signal Process. Syst. 95 (12) (2023)
Siyu Luan, Zonghua Gu, Amin Saremi, Leonid B. Freidovich, Lili Jiang, Shaohua Wan
Timing Performance Benchmarking of Out-of-Distribution Detection Algorithms. J. Signal Process. Syst. 95 (12) (2023)
Rui Xu, Siyu Luan, Zonghua Gu, Qingling Zhao, Gang Chen
LRP-based Policy Pruning and Distillation of Reinforcement Learning Agents for Embedded Systems. ISORC (2022)
Qingling Zhao, Mingqiang Chen, Zonghua Gu, Siyu Luan, Haibo Zeng, Samarjit Chakraborty
CAN Bus Intrusion Detection Based on Auxiliary Classifier GAN and Out-of-distribution Detection. ACM Trans. Embed. Comput. Syst. 21 (4) (2022)
Siyu Luan, Zonghua Gu, Leonid B. Freidovich, Lili Jiang, Qingling Zhao
Out-of-Distribution Detection for Deep Neural Networks With Isolation Forest and Local Outlier Factor. IEEE Access 9 (2021)