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CRYSTAL GROWTH, CHARACTERIZATION AND NEUTRON SCATTERING STUDIES OF FRUSTRATED SRRE2O4 (RE = RARE EARTH) COMPOUNDS Thesis
University of Macau: University of Macau, 2022
Authors:  Si Wu;  Li HF(李海峰)
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Integrated in Silico Formulation Design of Lipid-based Drug Delivery Systems Thesis
University of Macau: University of Macau, 2022
Authors:  Haoshi Gao;  Li HF(李海峰);  Defang Ouyang
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Boosting active learning via improving test performance Conference paper
The Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI-22), Virtual, 2022-02-22
Authors:  Tianyan Wang;  Xingjian Li;  Pengkun Yang;  Guosheng Hu;  Xiangrui Zeng;  Siyu Huang;  Cheng-Zhong Xu;  Min Xu
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Mixed Deep Reinforcement Learning Considering Discrete-continuous Hybrid Action Space for Smart Home Energy Management Journal article
Journal of Modern Power Systems and Clean Energy, 2022,Volume: 10,Issue: 3,Page: 743-754
Authors:  Huang, Chao;  Zhang, Hongcai;  Wang, Long;  Luo, Xiong;  Song, Yonghua
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Demand Response  
Simultaneous Nonlocal Low-Rank And Deep Priors For Poisson Denoising Conference paper
Singapore, Singapore, 23-27 May 2022
Authors:  Zhiyuan Zha;  Bihan Wen;  Xin Yuan;  Jiantao Zhou;  Ce Zhu
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Low-Rankness Guided Group Sparse Representation for Image Restoration Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Jiantao;  Zhu, Ce;  Kot, Alex Chichung
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Adaptation Models  Adaptively Adjusted Parameter  Alternating Minimization  Dictionaries  Image Denoising  Image Reconstruction  Image Restoration  Image Restoration  Low-rankness Guided Group Sparse Representation (Lgsr)  Minimization  Nonlocal Self-similarity (Nss).  Task Analysis  
Joint Beamforming Design for IRS Aided Multiuser MIMO with Imperfect CSI Journal article
IEEE Transactions on Vehicular Technology, 2022
Authors:  Zeng, Piao;  Qiao, Deli;  Qian, Haifeng;  Wu, Qingqing
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Array signal processing  Channel estimation  Covariance matrices  discrete PSs  Estimation  Finite element analysis  imperfect CSI  Intelligent reflecting surface (IRS)  MIMO communication  multi-antenna multiuser (MU) MIMO  Optimization  robust beamforming  
Sliced Sparse Gradient Induced Multi-View Subspace Clustering via Tensorial Arctangent Rank Minimization Journal article
IEEE Transactions on Knowledge and Data Engineering, 2022
Authors:  Sun, Xiaoli;  Zhu, Rui;  Yang, Ming;  Zhang, Xiujun;  Tang, Yuanyan
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Clustering algorithms  Clustering methods  Correlation  Laplace equations  Minimization  Multiple view  sliced sparse gradient  subspace clustering  Sun  tensor arctangent rank  Tensors  
“In-Network Ensemble”: Deep Ensemble Learning with Diversified Knowledge Distillation Journal article
ACM Transactions on Intelligent Systems and Technology, 2021,Volume: 12,Issue: 5,Page: 63:1-63:19
Authors:  Xingjian Li;  Haoyi Xiong;  Zeyu Chen;  Jun Huan;  Cheng-Zhong Xu;  Dejing Dou
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Transfer Learning  Knowledge Distillation  Ensemble Learning  
Weighted truncated nuclear norm regularization for low-rank quaternion matrix completion Journal article
Journal of Visual Communication and Image Representation, 2021,Volume: 81
Authors:  Yang, Liqiao;  Kou, Kit Ian;  Miao, Jifei
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Low-rank  Quaternion Matrix Completion  Quaternion Truncated Nuclear Norm  Weights