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An FPGA-Based Transformer Accelerator With Parallel Unstructured Sparsity Handling for Question-Answering Applications Journal article
Cao, Rujian, Zhao, Zhongyu, Un, Ka Fai, Yu, Wei Han, Martins, Rui P., Mak, Pui In. An FPGA-Based Transformer Accelerator With Parallel Unstructured Sparsity Handling for Question-Answering Applications[J]. IEEE Transactions on Circuits and Systems II-Express Briefs, 2024, 71(11), 4688-4692.
Authors:  Cao, Rujian;  Zhao, Zhongyu;  Un, Ka Fai;  Yu, Wei Han;  Martins, Rui P.; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.0/3.7 | Submit date：2024/10/10
Sparse Matrices  Computational Modeling  Transformers  Hardware  Energy Efficiency  Circuits  Throughput  Dataflow  Digital Accelerator  Energy-efficient  Field-programmable Gate Array (Fpga)  Sparsity  Transformer  
The smallest eigenvalue of the Hankel matrices associated with a perturbed Jacobi weight Journal article
Wang, Yuxi, Chen, Yang. The smallest eigenvalue of the Hankel matrices associated with a perturbed Jacobi weight[J]. Applied Mathematics and Computation, 2024, 474, 128615.
Authors:  Wang, Yuxi;  Chen, Yang
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.5/3.1 | Submit date：2024/05/16
Asymptotics  Hankel Matrices  Orthogonal Polynomials  Smallest Eigenvalue  
Linear Regression Problem Relaxations Solved by Nonconvex ADMM with Convergence Analysis Journal article
Zhang,Hengmin, Gao,Junbin, Qian,Jianjun, Yang,Jian, Xu,Chunyan, Zhang,Bob. Linear Regression Problem Relaxations Solved by Nonconvex ADMM with Convergence Analysis[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2024, 34(2), 828 - 838.
Authors:  Zhang,Hengmin;  Gao,Junbin;  Qian,Jianjun;  Yang,Jian;  Xu,Chunyan; et al.
Favorite | TC[WOS]:10 TC[Scopus]:7  IF:8.3/7.1 | Submit date：2023/08/03
Convergence  Global Convergence Analysis  Kurdyka-łojasiewicz (Kł) Property  Linear Programming  Linear Regression  Minimization  Nonconvex Admm  Nonconvex Composite Problem  Nonsmooth Con-vex Function  Optimization  Sparse Matrices  Task Analysis  
Transmission Design for Hybrid RIS and DMA Assisted MIMO Multiple-Access Channel over Spatially Correlated Rician Fading Journal article
Zhang, Jun, Huang, Xiaojun, Han, Yu, Xu, Kaizhe, Jin, Shi, Ma, Shaodan. Transmission Design for Hybrid RIS and DMA Assisted MIMO Multiple-Access Channel over Spatially Correlated Rician Fading[J]. IEEE Transactions on Communications, 2024, 72(5), 3005-3018.
Authors:  Zhang, Jun;  Huang, Xiaojun;  Han, Yu;  Xu, Kaizhe;  Jin, Shi; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.2/6.3 | Submit date：2024/05/16
Covariance Matrices  Dynamic Metasurface Antenna  Metamaterials  Metasurfaces  Mimo Communication  Multiple-access Channel  Reconfigurable Intelligent Surface  Rician Channels  Statistical Csi  Transmission Line Matrix Methods  Wireless Communication  
THE SMALLEST EIGENVALUE OF LARGE HANKEL MATRICES ASSOCIATED WITH A SEMICLASSICAL LAGUERRE WEIGHT Journal article
Wang, Dan, Zhu, Mengkun, Chen, Yang. THE SMALLEST EIGENVALUE OF LARGE HANKEL MATRICES ASSOCIATED WITH A SEMICLASSICAL LAGUERRE WEIGHT[J]. Mathematical Inequalities and Applications, 2024, 27(1), 53-62.
Authors:  Wang, Dan;  Zhu, Mengkun;  Chen, Yang
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:0.9/0.8 | Submit date：2024/05/16
Asymptotics  Hankel Matrices  Polynomials  Smallest Eigenvalue  
Sampling expansions associated with quaternion difference equations Journal article
Cheng, Dong, Kou, Kit Ian, Xia, Yonghui, Xu, Junfeng. Sampling expansions associated with quaternion difference equations[J]. LINEAR & MULTILINEAR ALGEBRA, 2023, 71(13), 2180 - 2203.
Authors:  Cheng, Dong;  Kou, Kit Ian;  Xia, Yonghui;  Xu, Junfeng
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:0.9/1.0 | Submit date：2022/08/05
Sampling Expansions  Quaternion Difference Equations  Tridiagonal Matrices  Quaternion Polynomials  Interpolation  
THE SMALLEST EIGENVALUE OF THE ILL-CONDITIONED HANKEL MATRICES ASSOCIATED WITH A SEMI-CLASSICAL HERMITE WEIGHT Journal article
Wang, Yuxi, Zhu, Mengkun, Chen, Yang. THE SMALLEST EIGENVALUE OF THE ILL-CONDITIONED HANKEL MATRICES ASSOCIATED WITH A SEMI-CLASSICAL HERMITE WEIGHT[J]. Proceedings of the American Mathematical Society, 2023, 151(12), 5345-5352.
Authors:  Wang, Yuxi;  Zhu, Mengkun;  Chen, Yang
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:0.8/0.8 | Submit date：2024/01/02
Hankel Matrices  Orthogonal Polynomials  Smallest Eigenvalue  
Harmonic multi-symplectic Lanczos algorithm for quaternion singular triplets Journal article
Jia,Zhigang, Liu,Xuan, Zhu,Jingfei, Zhao,Meixiang. Harmonic multi-symplectic Lanczos algorithm for quaternion singular triplets[J]. Numerical Algorithms, 2023, 93(3), 1309-1335.
Authors:  Jia,Zhigang;  Liu,Xuan;  Zhu,Jingfei;  Zhao,Meixiang
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:1.7/1.9 | Submit date：2023/08/03
Lanczos Method  Low-rank Approximation  Multi-symplectic  Quaternion Matrices  Structure-preserving Method  
Intrinsic and Complete Structure Learning Based Incomplete Multiview Clustering Journal article
Zhao, Shuping, Fei, Lunke, Wen, Jie, Wu, Jigang, Zhang, Bob. Intrinsic and Complete Structure Learning Based Incomplete Multiview Clustering[J]. IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 25, 1098 - 1110.
Authors:  Zhao, Shuping;  Fei, Lunke;  Wen, Jie;  Wu, Jigang;  Zhang, Bob
Favorite | TC[WOS]:15 TC[Scopus]:9  IF:8.4/8.0 | Submit date：2022/05/13
Clustering Methods  Complete Structure Reconstruction  Consensus Representation Learning  Correlation  Incomplete Multiview Clustering  Indexes  Intrinsic Structure Learning  Optimization  Representation Learning  Sparse Matrices  Task Analysis  
Estimation of time-varying noise parameters for unscented Kalman filter Journal article
Yuen, Ka Veng, Liu, Yu Song, Yan, Wang Ji. Estimation of time-varying noise parameters for unscented Kalman filter[J]. Mechanical Systems and Signal Processing, 2022, 180, 109439.
Authors:  Yuen, Ka Veng;  Liu, Yu Song;  Yan, Wang Ji
Favorite | TC[WOS]:12 TC[Scopus]:16  IF:7.9/8.0 | Submit date：2022/08/02
Bayesian Inference  Noise Covariance Matrices  Structural Health Monitoring  System Identification  Unscented Kalman Filter