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Umeå University
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Zonghua Gu

Contact

E-mail
zonghua.gu@umu.se
Phone
+46 72 084 96 64

Works at

Affiliation
Affiliated as professor at Department of Applied Physics and Electronics
Location
X, Håken Gullessons väg 20, Teknikhuset, TEK.B.432 Umeå universitet, 901 87 Umeå
On the scheduling of fault-tolerant time-sensitive networking with IEEE 802.1CB
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Institute of Electrical and Electronics Engineers (IEEE) 2024, Vol. 43, (6) : 1715-1728
Feng, Zhiwei; Wu, Chaoquan; Deng, Qingxu; et al.
Energy-constrained scheduling for weakly hard real-time systems using standby-sparing
ACM Transactions on Design Automation of Electronic Systems, Association for Computing Machinery (ACM) 2024, Vol. 29, (2)
Niu, Linwei; Rawat, Danda B.; Musselwhite, Jonathan; et al.
Energy management for fault-tolerant (m,k)-constrained real-time systems that use standby-sparing
ACM Transactions on Embedded Computing Systems, Association for Computing Machinery (ACM) 2024, Vol. 23, (3)
Niu, Linwei; Rawat, Danda B.; Zhu, Dakai; et al.
Criticality-aware EDF scheduling for constrained-deadline imprecise mixed-criticality systems
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Institute of Electrical and Electronics Engineers (IEEE) 2024, Vol. 43, (2) : 480-491
Zhang, Yi-Wen; Ma, Jin-Peng; Zheng, Hui; et al.
EDF-based energy-efficient semi-clairvoyant scheduling with graceful degradation
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, IEEE 2024, Vol. 43, (2) : 468-479
Zhang, Yi-Wen; Zheng, Hui; Gu, Zonghua
Energy-aware adaptive mixed-criticality scheduling with semi-clairvoyance and graceful degradation
ACM Transactions on Embedded Computing Systems, Association for Computing Machinery (ACM) 2024, Vol. 23, (1)
Zhang, Yi-Wen; Zheng, Hui; Gu, Zonghua
On the degree of parallelism in real-time scheduling of DAG tasks
2023 Design, Automation & Test in Europe. Conference & Exhibition (DATE): Proceedings, IEEE 2023 : 1-6
He, Qingqiang; Guan, Nan; Lv, Mingsong; et al.
Preface
2023 IEEE 3rd international conference on intelligent technology and embedded systems (ICITES), Institute of Electrical and Electronics Engineers (IEEE) 2023 : vi-vi
Jiang, Wei; Gu, Zonghua; Ho, Tsung-Yi
A high-resilience imprecise computing architecture for mixed-criticality systems
IEEE Transactions on Computers, IEEE 2023, Vol. 72, (1) : 29-42
Jiang, Zhe; Dai, Xiaotian; Burns, Alan; et al.
NPRC-I/O: a NoC-based real-time I/O system with reduced contention and enhanced predictability
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, IEEE 2023 : 1-1
Jiang, Zhe; Dai, Xiaotian; Wei, Ran; et al.
Rotation-invariant descriptors learned with circulant convolution neural networks
2023 IEEE 35th International Conference on Tools with Artificial Intelligence (ICTAI), IEEE 2023 : 415-422
Lin, Wenwei; Zhong, Chonghao; Sun, Xunpei; et al.
Timing performance benchmarking of out-of-distribution detection algorithms
Journal of Signal Processing Systems, Springer-Verlag New York 2023, Vol. 95, (12) : 1355-1370
Luan, Siyu; Gu, Zonghua; Saremi, Amin; et al.
Efficient performance prediction of end-to-end autonomous driving under continuous distribution shifts based on anomaly detection
Journal of Signal Processing Systems, Springer 2023, Vol. 95, (12) : 1455-1468
Luan, Siyu; Gu, Zonghua; Wan, Shaohua
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.
ER3D: An Efficient Real-time 3D object detection framework for autonomous driving
2023 IEEE 29th International conference on parallel and distributed systems (ICPADS), IEEE Computer Society 2023 : 1157-1164
Meng, Haitao; Li, Changcai; Chen, Gang; et al.
An acoustic echo canceller optimized for hands-free speech telecommunication in large vehicle cabins
EURASIP Journal on Audio, Speech, and Music Processing, Springer 2023, Vol. 2023, (1)
Saremi, Amin; Ramkumar, Balaji; Ghaffari, Ghazaleh; et al.
Edge-AI-driven framework with efficient mobile network design for facial expression recognition
ACM Transactions on Embedded Computing Systems, Association for Computing Machinery (ACM) 2023, Vol. 22, (3)
Wu, Yirui; Zhang, Lilai; Gu, Zonghua; et al.
Model-based reinforcement learning and neural network-based policy compression for spacecraft rendezvous on resource-constrained embedded systems
IEEE Transactions on Industrial Informatics, IEEE 2023, Vol. 19, (1) : 1107-1116
Yang, Zhibin; Xing, Linquan; Gu, Zonghua; et al.
ECFA: an efficient convergent firefly algorithm for solving task scheduling problems in cloud-edge computing
IEEE Transactions on Services Computing, IEEE 2023 : 1-14
Yin, Lu; Sun, Jin; Zhou, Junlong; et al.
Energy-Aware Partitioned Scheduling of Imprecise Mixed-Criticality Systems
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Institute of Electrical and Electronics Engineers (IEEE) 2023 : 1-1
Zhang, Yi-Wen; Chen, Rong-Kun; Gu, Zonghua
Towards effective training of robust spiking recurrent neural networks under general input noise via provable analysis
2023 IEEE/ACM international conference on computer aided design (ICCAD)
Zheng, Wendong; Zhou, Yu; Chen, Gang; et al.
Message from the Program Chairs (BigDataSecurity 2023)
Proceedings - 2023 IEEE 9th International Conference on Big Data Security on Cloud, IEEE International Conference on High Performance and Smart Computing, and IEEE International Conference on Intelligent Data and Security, BigDataSecurity-HPSC-IDS 2023, IEEE 2023 : 12-12
Zhu, Yongxin; Gu, Zonghua; Tao, Lixin
Towards minimum WCRT bound for DAG tasks under prioritized list scheduling algorithms
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, IEEE 2022, Vol. 41, (11) : 3874-3885
Chang, Shuangshuang; Bi, Ran; Sun, Jinghao; et al.
Perceptual Enhancement for Autonomous Vehicles: Restoring Visually Degraded Images for Context Prediction via Adversarial Training
IEEE transactions on intelligent transportation systems (Print), IEEE 2022, Vol. 23, (7) : 9430-9441
Ding, Feng; Yu, Keping; Gu, Zonghua; et al.
Online re-routing and re-scheduling of time-triggered flows for fault tolerance in time-sensitive networking
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, IEEE 2022, Vol. 41, (11) : 4253-4264
Feng, Zhiwei; Gu, Zonghua; Yu, Haichuan; et al.
Preface
2022 2nd international conference on intelligent technology and embedded systems (ICITES), IEEE 2022 : VI-
Gu, Zonghua; Jiang, Wei; Ho, Tsung-Yi
Data availability optimization for cyber-physical systems
Proceedings: IEEE Congress on Cybermatics: 2022 IEEE International Conferences on Internet of Things, iThings 2022, IEEE Green Computing and Communications, GreenCom 2022, IEEE Cyber, Physical and Social Computing, CPSCom 2022 and IEEE Smart Data, SmartData 2022, Institute of Electrical and Electronics Engineers (IEEE) 2022 : 349-356
Li, Liying; Cong, Peijin; Zhou, Junlong; et al.
A modular approximation methodology for efficient fixed-point hardware implementation of the sigmoid function
IEEE Transactions on Industrial Electronics, IEEE 2022, Vol. 69, (10) : 10694-10703
Pan, Zhe; Gu, Zonghua; Jiang, Xiaohong; et al.
Special Issue on Optimization of Cross-layer Collaborative Resource Allocation for Mobile Edge Computing, Caching and Communication
Computer Communications, Elsevier 2022, Vol. 181 : 472-473
Wan, Shaohua; Wiśniewski, Remigiusz; Alexandropoulos, George; et al.
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.
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.
Minimizing Stack Memory for Partitioned Mixed-criticality Scheduling on Multiprocessor Platforms
ACM Transactions on Embedded Computing Systems, ACM Digital Library 2022, Vol. 21, (2)
Zhao, Qingling; Qu, Mengfei; Gu, Zonghua; et al.
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.
An Intelligent Video Analysis Method for Abnormal Event Detection in Intelligent Transportation Systems
IEEE transactions on intelligent transportation systems (Print), IEEE 2021, Vol. 22, (7) : 4487-4495
Wan, Shaohua; Xu, Xiaolong; Wang, Tian; et al.
Exploiting augmented intelligence in the modeling of safety-critical autonomous systems
Formal Aspects of Computing, Springer 2021, Vol. 33, (3) : 343-384
Yang, Zhibin; Bao, Yang; Yang, Yongqiang; et al.
Simulation Performance Enhancement in Automotive Embedded Control Using the Unscented Transform
IEEE Access, IEEE 2020, Vol. 8 : 222041-222049
Elias Ortega Paredes, Abraham; Nunes, Lauro Roberto; Dias Santos, Max Mauro; et al.
Cognitive computing and wireless communications on the edge for healthcare service robots
Computer Communications, Elsevier 2020, Vol. 149 : 99-106
Wan, Shaohua; Gu, Zonghua; Ni, Qiang
Deep Learning Models for Real-time Human Activity Recognition with Smartphones
Mobile Networks and Applications, Springer 2020, Vol. 25, (2) : 743-755
Wan, Shaohua; Qi, Lianyong; Xu, Xiaolong; et al.
Efficient Spiking Neural Networks With Logarithmic Temporal Coding
IEEE Access, IEEE 2020, Vol. 8 : 98156-98167
Zhang, Ming; Gu, Zonghua; Zheng, Nenggan; et al.
Model-based development of an engine control module for a spark ignition engine
IEEE Access, Institute of Electrical and Electronics Engineers (IEEE) 2018, Vol. 6 : 53638-53649
De Alcantara Dias, Bruno Martin; Maria Lagana, Armando Antonio; Justo, Joao Francisco; et al.
View publications in DiVA

Research groups

Head of research
Cooperative and intelligent embedded systems