Shiya Liu

According to our database, Shiya Liu authored at least 32 papers between 2016 and 2024.

Collaborative distances:

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

2024

Concept-guided multi-level attention network for image emotion recognition.

Hansen Yang, Yangyu Fan, Guoyun Lv, Shiya Liu, Zhe Guo

Signal Image Video Process., July, 2024

Quantization-Aware Training of Spiking Neural Networks for Energy-Efficient Spectrum Sensing on Loihi Chip.

Shiya Liu, Nima Mohammadi, Yang Yi

IEEE Trans. Green Commun. Netw., June, 2024

SAST: a suppressing ambiguity self-training framework for facial expression recognition.

Zhe Guo, Bingxin Wei, Xuewen Liu, Zhibo Zhang, Shiya Liu, Yangyu Fan

Multim. Tools Appl., May, 2024

LTVAL: Label Transfer Virtual Adversarial Learning framework for source-free facial expression recognition.

Zhe Guo, Yang Liu, Xuewen Liu, Zhaojun Pan, Shiya Liu, Yangyu Fan

Multim. Tools Appl., January, 2024

DNN-SNN Co-Learning for Sustainable Symbol Detection in 5G Systems on Loihi Chip.

Shiya Liu, Yibin Liang, Yang Yi

IEEE Trans. Sustain. Comput., 2024

Multilevels Domain Alignment Adaptation-Based Transfer Fault Diagnosis Method for Different Machines.

He Jun, Xingda Chen, Zhiwen Chen, Shiya Liu, Zibin Chen

IEEE Trans. Instrum. Meas., 2024

MaskRecon: High-quality human reconstruction via masked autoencoders using a single RGB-D image.

Xing Li, Yangyu Fan, Zhe Guo, Zhibo Rao, Yu Duan, Shiya Liu

Neurocomputing, 2024

Unleashing Energy-Efficiency: Neural Architecture Search without Training for Spiking Neural Networks on Loihi Chip.

Shiya Liu, Yang Yi

Proceedings of the 25th International Symposium on Quality Electronic Design, 2024

2023

Exploiting emotional concepts for image emotion recognition.

Hansen Yang, Yangyu Fan, Guoyun Lv, Shiya Liu, Zhe Guo

Vis. Comput., May, 2023

Quantized Reservoir Computing for Spectrum Sensing With Knowledge Distillation.

Shiya Liu, Lingjia Liu, Yang Yi

IEEE Trans. Cogn. Dev. Syst., March, 2023

Energy-efficient Neuromorphic Computing for Resource-constrained Internet of Things Devices.

Shiya Liu

PhD thesis, 2023

Fine-Scale Face Fitting and Texture Fusion With Inverse Renderer.

Yang Liu, Yangyu Fan, Zhe Guo, Anam Zaman, Shiya Liu

IEEE Signal Process. Lett., 2023

Preface: Security and Safety in the "Metaverse".

Shiya Liu, Hong Zou, Xing Zhao, Chunhui Wang, Yangyu Fan

Secur. Saf., 2023

The security challenges of the "Metaverse".

Shiya Liu

Secur. Saf., 2023

CMDGAT: Knowledge extraction and retention based continual graph attention network for point cloud registration.

Anam Zaman, Yangyu Fan, Muhammad Saad Ayub, Muhammad Irfan, Guoyun Lv, Shiya Liu

Expert Syst. Appl., 2023

Knowledge Distillation between DNN and SNN for Intelligent Sensing Systems on Loihi Chip.

Shiya Liu, Yang Yi

Proceedings of the 24th International Symposium on Quality Electronic Design, 2023

2022

A Deep Transfer Learning Fault Diagnosis Method Based on WGAN and Minimum Singular Value for Non-Homologous Bearing.

Jun He, Ming Ouyang, Zhiwen Chen, Danfeng Chen, Shiya Liu

IEEE Trans. Instrum. Meas., 2022

Few-Shot Learning for Fault Diagnosis: Semi-Supervised Prototypical Network with Pseudo-Labels.

Jun He, Zheshuai Zhu, Xinyu Fan, Yong Chen, Shiya Liu, Danfeng Chen

Symmetry, 2022

Synthetic-to-Real Domain Adaptation Joint Spatial Feature Transform for Stereo Matching.

Xing Li, Yangyu Fan, Zhibo Rao, Guoyun Lv, Shiya Liu

IEEE Signal Process. Lett., 2022

LifelongGlue: Keypoint matching for 3D reconstruction with continual neural networks.

Anam Zaman, Yangyu Fan, Muhammad Irfan, Muhammad Saad Ayub, Guoyun Lv, Shiya Liu

Expert Syst. Appl., 2022

Full Face Texture Generation of Virtual Human.

Yang Liu, Yangyu Fan, Guoyun Lv, Shiya Liu, Anam Zaman

Proceedings of the 24th IEEE International Workshop on Multimedia Signal Processing, 2022

2021

Efficient neural networks for edge devices.

Shiya Liu, Dong Sam Ha, Fangyang Shen, Yang Yi

Comput. Electr. Eng., 2021

Prediction of the Big Five Personality Traits Using Static Facial Images of College Students With Different Academic Backgrounds.

Jia Xu, Weijian Tian, Guoyun Lv, Shiya Liu, Yangyu Fan

IEEE Access, 2021

2020

Full Face-and-Head 3D Model With Photorealistic Texture.

Yangyu Fan, Yang Liu, Guoyun Lv, Shiya Liu, Gen Li, Yanhui Huang

IEEE Access, 2020

Intelligent DSA-assisted clustered IoT networks: neuromorphic computing meets genetic algorithm.

Qiang Fan, Jianan Bai, Hao-Hsuan Chang, Lianjun Li, Shiya Liu, Joe Huang, John Burgess, Allan Berlinsky, Alex Pidwerbetsky, Jonathan D. Ashdown, Kurt A. Turck, Lingjia Liu

Proceedings of the NANOCOM '20: The Seventh Annual ACM International Conference on Nanoscale Computing and Communication, 2020

Accurate and Efficient Quantized Reservoir Computing System.

Shiya Liu, Yibin Liang, Victor M. Gan, Lingjia Liu, Yang Yi

Proceedings of the 21st International Symposium on Quality Electronic Design, 2020

A Cross-Layer Optimization Framework for Distributed Computing in IoT Networks.

Bodong Shang, Shiya Liu, Sidi Lu, Yang Yi, Weisong Shi, Lingjia Liu

Proceedings of the 5th IEEE/ACM Symposium on Edge Computing, 2020

Quantized Reservoir Computing on Edge Devices for Communication Applications.

Shiya Liu, Lingjia Liu, Yang Yi

Proceedings of the 5th IEEE/ACM Symposium on Edge Computing, 2020

Disguising Personal Identity Information in EEG Signals.

Shiya Liu, Yue Yao, Chaoyue Xing, Tom Gedeon

Proceedings of the Neural Information Processing - 27th International Conference, 2020

Deep Spiking Delayed Feedback Reservoirs and Its Application in Spectrum Sensing of MIMO-OFDM Dynamic Spectrum Sharing.

Kian Hamedani, Lingjia Liu, Shiya Liu, Haibo He, Yang Yi

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

High speed and energy efficient deep neural network for edge computing.

Kangjun Bai, Shiya Liu, Yang Yi

Proceedings of the 4th ACM/IEEE Symposium on Edge Computing, 2019

2016

Controllability of the three-phase inverters based on switched linear system model.

Xiangfeng Li, Lili Qu, Weidong Ren, Caixia Zhang, Shiya Liu

Proceedings of the IEEE International Conference on Industrial Technology, 2016