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Siyu Luan
Contact
E-mail
siyu.luan@umu.se
Phone
+46 73 866 18 90
Works at
Affiliation
Affiliated as visiting researcher at
Department of Applied Physics and Electronics
Location
X, Håken Gullessons väg 20, Teknikhuset
Umeå universitet, 901 87 Umeå
Publications
Publications
Research
Research
2023
Towards safe and efficient application of deep neural networks in resource-constrained real-time embedded systems
Umeå: Umeå University 2023
Luan, Siyu
2023
Timing performance benchmarking of out-of-distribution detection algorithms
Journal of Signal Processing Systems
Luan, Siyu; Gu, Zonghua; Saremi, Amin; et al.
2023
Efficient performance prediction of end-to-end autonomous driving under continuous distribution shifts based on anomaly detection
Journal of Signal Processing Systems
Luan, Siyu; Gu, Zonghua; Wan, Shaohua
2023
LRP-based network pruning and policy distillation of robust and non-robust DRL agents for embedded systems
Concurrency and Computation
, John Wiley & Sons 2023, Vol. 35, (19)
Luan, Siyu; Gu, Zonghua; Xu, Rui; et al.
2022
LRP-based Policy Pruning and Distillation of Reinforcement Learning Agents for Embedded Systems
2022 IEEE 25th International Symposium on Real-Time Distributed Computing, ISORC 2022
Xu, Rui; Luan, Siyu; Gu, Zonghua; et al.
2022
CAN bus intrusion detection based on auxiliary classifier GAN and out-of-distribution detection
ACM Transactions on Embedded Computing Systems
, Association for Computing Machinery (ACM) 2022, Vol. 21, (4)
Zhao, Qingling; Chen, Mingqiang; Gu, Zonghua; et al.
2021
Out-of-Distribution Detection for Deep Neural Networks with Isolation Forest and Local Outlier Factor
IEEE Access
, Institute of Electrical and Electronics Engineers (IEEE) 2021, Vol. 9 : 132980-132989
Luan, Siyu; Gu, Zonghua; Freidovich, Leonid B.; et al.
View publications in DiVA
Research groups
Group member
Cooperative and intelligent embedded systems
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