Shiya Liu

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 28

Top Topics

Delayed Feedback

Keypoint Matching

Expression Recognition

Top Venues

IEEE Signal Process. Lett.

Multim. Tools Appl.

Publications

Shiya Liu, Yang Yi
Unleashing Energy-Efficiency: Neural Architecture Search without Training for Spiking Neural Networks on Loihi Chip. ISQED (2024)
Shiya Liu, Nima Mohammadi, Yang Yi
Quantization-Aware Training of Spiking Neural Networks for Energy-Efficient Spectrum Sensing on Loihi Chip. IEEE Trans. Green Commun. Netw. 8 (2) (2024)
Zhe Guo, Yang Liu, Xuewen Liu, Zhaojun Pan, Shiya Liu, Yangyu Fan
LTVAL: Label Transfer Virtual Adversarial Learning framework for source-free facial expression recognition. Multim. Tools Appl. 83 (2) (2024)
Hansen Yang, Yangyu Fan, Guoyun Lv, Shiya Liu, Zhe Guo
Concept-guided multi-level attention network for image emotion recognition. Signal Image Video Process. 18 (5) (2024)
Zhe Guo, Bingxin Wei, Xuewen Liu, Zhibo Zhang, Shiya Liu, Yangyu Fan
SAST: a suppressing ambiguity self-training framework for facial expression recognition. Multim. Tools Appl. 83 (18) (2024)
Shiya Liu, Yibin Liang, Yang Yi
DNN-SNN Co-Learning for Sustainable Symbol Detection in 5G Systems on Loihi Chip. IEEE Trans. Sustain. Comput. 9 (2) (2024)
Shiya Liu, Lingjia Liu, Yang Yi
Quantized Reservoir Computing for Spectrum Sensing With Knowledge Distillation. IEEE Trans. Cogn. Dev. Syst. 15 (1) (2023)
Yang Liu, Yangyu Fan, Zhe Guo, Anam Zaman, Shiya Liu
Fine-Scale Face Fitting and Texture Fusion With Inverse Renderer. IEEE Signal Process. Lett. 30 (2023)
Anam Zaman, Yangyu Fan, Muhammad Saad Ayub, Muhammad Irfan, Guoyun Lv, Shiya Liu
CMDGAT: Knowledge extraction and retention based continual graph attention network for point cloud registration. Expert Syst. Appl. 214 (2023)
Shiya Liu, Yang Yi
Knowledge Distillation between DNN and SNN for Intelligent Sensing Systems on Loihi Chip. ISQED (2023)
Hansen Yang, Yangyu Fan, Guoyun Lv, Shiya Liu, Zhe Guo
Exploiting emotional concepts for image emotion recognition. Vis. Comput. 39 (5) (2023)
Yang Liu, Yangyu Fan, Guoyun Lv, Shiya Liu, Anam Zaman
Full Face Texture Generation of Virtual Human. MMSP (2022)
Jun He, Zheshuai Zhu, Xinyu Fan, Yong Chen, Shiya Liu, Danfeng Chen
Few-Shot Learning for Fault Diagnosis: Semi-Supervised Prototypical Network with Pseudo-Labels. Symmetry 14 (7) (2022)
Xing Li, Yangyu Fan, Zhibo Rao, Guoyun Lv, Shiya Liu
Synthetic-to-Real Domain Adaptation Joint Spatial Feature Transform for Stereo Matching. IEEE Signal Process. Lett. 29 (2022)
Jun He, Ming Ouyang, Zhiwen Chen, Danfeng Chen, Shiya Liu
A Deep Transfer Learning Fault Diagnosis Method Based on WGAN and Minimum Singular Value for Non-Homologous Bearing. IEEE Trans. Instrum. Meas. 71 (2022)
Anam Zaman, Yangyu Fan, Muhammad Irfan, Muhammad Saad Ayub, Guoyun Lv, Shiya Liu
LifelongGlue: Keypoint matching for 3D reconstruction with continual neural networks. Expert Syst. Appl. 195 (2022)
Jia Xu, Weijian Tian, Guoyun Lv, Shiya Liu, Yangyu Fan
Prediction of the Big Five Personality Traits Using Static Facial Images of College Students With Different Academic Backgrounds. IEEE Access 9 (2021)
Shiya Liu, Dong Sam Ha, Fangyang Shen, Yang Yi
Efficient neural networks for edge devices. Comput. Electr. Eng. 92 (2021)
Bodong Shang, Shiya Liu, Sidi Lu, Yang Yi, Weisong Shi, Lingjia Liu
A Cross-Layer Optimization Framework for Distributed Computing in IoT Networks. SEC (2020)
Kian Hamedani, Lingjia Liu, Shiya Liu, Haibo He, Yang Yi
Deep Spiking Delayed Feedback Reservoirs and Its Application in Spectrum Sensing of MIMO-OFDM Dynamic Spectrum Sharing. AAAI (2020)
Yangyu Fan, Yang Liu, Guoyun Lv, Shiya Liu, Gen Li, Yanhui Huang
Full Face-and-Head 3D Model With Photorealistic Texture. IEEE Access 8 (2020)
Shiya Liu, Lingjia Liu, Yang Yi
Quantized Reservoir Computing on Edge Devices for Communication Applications. SEC (2020)
Shiya Liu, Yue Yao, Chaoyue Xing, Tom Gedeon
Disguising Personal Identity Information in EEG Signals. CoRR (2020)
Shiya Liu, Yue Yao, Chaoyue Xing, Tom Gedeon
Disguising Personal Identity Information in EEG Signals. ICONIP (5) (2020)
Shiya Liu, Yibin Liang, Victor M. Gan, Lingjia Liu, Yang Yi
Accurate and Efficient Quantized Reservoir Computing System. ISQED (2020)
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
Intelligent DSA-assisted clustered IoT networks: neuromorphic computing meets genetic algorithm. NANOCOM (2020)
Kangjun Bai, Shiya Liu, Yang Yi
High speed and energy efficient deep neural network for edge computing. SEC (2019)
Xiangfeng Li, Lili Qu, Weidong Ren, Caixia Zhang, Shiya Liu
Controllability of the three-phase inverters based on switched linear system model. ICIT (2016)