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Shiya Liu
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2020 – today
- 2024
- [j20]Xing Li, Yangyu Fan, Zhe Guo, Zhibo Rao, Yu Duan, Shiya Liu:
MaskRecon: High-quality human reconstruction via masked autoencoders using a single RGB-D image. Neurocomputing 609: 128487 (2024) - [j19]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): 5207-5228 (2024) - [j18]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): 56059-56076 (2024) - [j17]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): 4313-4326 (2024) - [j16]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): 827-838 (2024) - [j15]He Jun, Xingda Chen, Zhiwen Chen, Shiya Liu, Zibin Chen:
Multilevels Domain Alignment Adaptation-Based Transfer Fault Diagnosis Method for Different Machines. IEEE Trans. Instrum. Meas. 73: 1-11 (2024) - [j14]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): 170-181 (2024) - [c11]Shiya Liu, Yang Yi:
Unleashing Energy-Efficiency: Neural Architecture Search without Training for Spiking Neural Networks on Loihi Chip. ISQED 2024: 1-7 - 2023
- [b1]Shiya Liu:
Energy-efficient Neuromorphic Computing for Resource-constrained Internet of Things Devices. Virginia Tech, Blacksburg, VA, USA, 2023 - [j13]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: 119098 (2023) - [j12]Shiya Liu:
The security challenges of the "Metaverse". Secur. Saf. 2: 2023010 (2023) - [j11]Shiya Liu, Hong Zou, Xing Zhao, Chunhui Wang, Yangyu Fan:
Preface: Security and Safety in the "Metaverse". Secur. Saf. 2: 2023014 (2023) - [j10]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: 26-30 (2023) - [j9]Shiya Liu, Lingjia Liu, Yang Yi:
Quantized Reservoir Computing for Spectrum Sensing With Knowledge Distillation. IEEE Trans. Cogn. Dev. Syst. 15(1): 88-99 (2023) - [j8]Hansen Yang, Yangyu Fan, Guoyun Lv, Shiya Liu, Zhe Guo:
Exploiting emotional concepts for image emotion recognition. Vis. Comput. 39(5): 2177-2190 (2023) - [c10]Shiya Liu, Yang Yi:
Knowledge Distillation between DNN and SNN for Intelligent Sensing Systems on Loihi Chip. ISQED 2023: 1-8 - 2022
- [j7]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: 116613 (2022) - [j6]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: 60-64 (2022) - [j5]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): 1489 (2022) - [j4]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: 1-9 (2022) - [c9]Yang Liu, Yangyu Fan, Guoyun Lv, Shiya Liu, Anam Zaman:
Full Face Texture Generation of Virtual Human. MMSP 2022: 1-7 - 2021
- [j3]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: 76822-76832 (2021) - [j2]Shiya Liu, Dong Sam Ha, Fangyang Shen, Yang Yi:
Efficient neural networks for edge devices. Comput. Electr. Eng. 92: 107121 (2021) - 2020
- [j1]Yangyu Fan, Yang Liu, Guoyun Lv, Shiya Liu, Gen Li, Yanhui Huang:
Full Face-and-Head 3D Model With Photorealistic Texture. IEEE Access 8: 210709-210721 (2020) - [c8]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: 1292-1299 - [c7]Shiya Liu, Yue Yao, Chaoyue Xing, Tom Gedeon:
Disguising Personal Identity Information in EEG Signals. ICONIP (5) 2020: 87-95 - [c6]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: 440-444 - [c5]Shiya Liu, Lingjia Liu, Yang Yi:
Quantized Reservoir Computing on Edge Devices for Communication Applications. SEC 2020: 445-449 - [c4]Shiya Liu, Yibin Liang, Victor M. Gan, Lingjia Liu, Yang Yi:
Accurate and Efficient Quantized Reservoir Computing System. ISQED 2020: 364-369 - [c3]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: 24:1-24:6 - [i1]Shiya Liu, Yue Yao, Chaoyue Xing, Tom Gedeon:
Disguising Personal Identity Information in EEG Signals. CoRR abs/2010.08915 (2020)
2010 – 2019
- 2019
- [c2]Kangjun Bai, Shiya Liu, Yang Yi:
High speed and energy efficient deep neural network for edge computing. SEC 2019: 347-349 - 2016
- [c1]Xiangfeng Li, Lili Qu, Weidong Ren, Caixia Zhang, Shiya Liu:
Controllability of the three-phase inverters based on switched linear system model. ICIT 2016: 287-292
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