Controllability of the three-phase inverters based on switched linear system model. - Xiangfeng Li; Lili Qu; Weidong Ren; Caixia Zhang; Shiya Liu (ICIT, 2016)

High speed and energy efficient deep neural network for edge computing. - Kangjun Bai; Shiya Liu; Yang Yi 002 (SEC, 2019)

Deep Spiking Delayed Feedback Reservoirs and Its Application in Spectrum Sensing of MIMO-OFDM Dynamic Spectrum Sharing. - Kian Hamedani; Lingjia Liu 001; Shiya Liu; Haibo He; Yang Yi 002 (AAAI, 2020)

Disguising Personal Identity Information in EEG Signals. - Shiya Liu; Yue Yao; Chaoyue Xing; Tom Gedeon (ICONIP (5), 2020)

Quantized Reservoir Computing on Edge Devices for Communication Applications. - Shiya Liu; Lingjia Liu 001; Yang Yi 002 (SEC, 2020)

A Cross-Layer Optimization Framework for Distributed Computing in IoT Networks. - Bodong Shang; Shiya Liu; Sidi Lu; Yang Yi 002; Weisong Shi; Lingjia Liu 001 (SEC, 2020)

Accurate and Efficient Quantized Reservoir Computing System. - Shiya Liu; Yibin Liang; Victor M. Gan; Lingjia Liu 001; Yang Yi 002 (ISQED, 2020)

Intelligent DSA-assisted clustered IoT networks: neuromorphic computing meets genetic algorithm. - Qiang Fan; Jianan Bai 001; Hao-Hsuan Chang; Lianjun Li 001; Shiya Liu; Joe Huang; John Burgess; Allan Berlinsky; Alex Pidwerbetsky; Jonathan D. Ashdown; Kurt A. Turck; Lingjia Liu 001 (NANOCOM, 2020)

Full Face-and-Head 3D Model With Photorealistic Texture. - Yangyu Fan; Yang Liu 195; Guoyun Lv; Shiya Liu; Gen Li; Yanhui Huang (IEEE Access, 2020)

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)

Efficient neural networks for edge devices. - Shiya Liu; Dong Sam Ha; Fangyang Shen; Yang Yi 002 (Comput. Electr. Eng., 2021)

Full Face Texture Generation of Virtual Human. - Yang Liu 195; Yangyu Fan; Guoyun Lv; Shiya Liu; Anam Zaman (MMSP, 2022)

LifelongGlue: Keypoint matching for 3D reconstruction with continual neural networks. - Anam Zaman; Yangyu Fan; Muhammad Irfan 009; Muhammad Saad Ayub; Guoyun Lv; Shiya Liu (Expert Syst. Appl., 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)

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)

A Deep Transfer Learning Fault Diagnosis Method Based on WGAN and Minimum Singular Value for Non-Homologous Bearing. - Jun He; Ming Ouyang; Zhiwen Chen 001; Danfeng Chen; Shiya Liu (IEEE Trans. Instrum. Meas., 2022)

Knowledge Distillation between DNN and SNN for Intelligent Sensing Systems on Loihi Chip. - Shiya Liu; Yang Yi 002 (ISQED, 2023)

CMDGAT: Knowledge extraction and retention based continual graph attention network for point cloud registration. - Anam Zaman; Yangyu Fan; Muhammad Saad Ayub; Muhammad Irfan 009; Guoyun Lv; Shiya Liu (Expert Syst. Appl., 2023)

The security challenges of the "Metaverse". - Shiya Liu (Secur. Saf., 2023)

Preface: Security and Safety in the "Metaverse". - Shiya Liu; Hong Zou; Xing Zhao; Chunhui Wang; Yangyu Fan (Secur. Saf., 2023)

Fine-Scale Face Fitting and Texture Fusion With Inverse Renderer. - Yang Liu 195; Yangyu Fan; Zhe Guo; Anam Zaman; Shiya Liu (IEEE Signal Process. Lett., 2023)

Energy-efficient Neuromorphic Computing for Resource-constrained Internet of Things Devices. - Shiya Liu (2023)

Quantized Reservoir Computing for Spectrum Sensing With Knowledge Distillation. - Shiya Liu; Lingjia Liu 001; Yang Yi 002 (IEEE Trans. Cogn. Dev. Syst., 2023)

Exploiting emotional concepts for image emotion recognition. - Hansen Yang; Yangyu Fan; Guoyun Lv; Shiya Liu; Zhe Guo (Vis. Comput., 2023)

Unleashing Energy-Efficiency: Neural Architecture Search without Training for Spiking Neural Networks on Loihi Chip. - Shiya Liu; Yang Yi (ISQED, 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 001; Shiya Liu (Neurocomputing, 2024)

Multilevels Domain Alignment Adaptation-Based Transfer Fault Diagnosis Method for Different Machines. - He Jun; Xingda Chen; Zhiwen Chen 001; Shiya Liu; Zibin Chen (IEEE Trans. Instrum. Meas., 2024)

DNN-SNN Co-Learning for Sustainable Symbol Detection in 5G Systems on Loihi Chip. - Shiya Liu; Yibin Liang; Yang Yi 002 (IEEE Trans. Sustain. Comput., 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., 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., 2024)

Quantization-Aware Training of Spiking Neural Networks for Energy-Efficient Spectrum Sensing on Loihi Chip. - Shiya Liu; Nima Mohammadi; Yang Yi 002 (IEEE Trans. Green Commun. Netw., 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., 2024)