Chuanfu Xiao

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 11

Top Topics

Low Rank Approximation

Alternating Least Squares

Tensor Decomposition

Top Venues

IEEE Trans. Instrum. Meas.

Appl. Math. Comput.

CCF Trans. High Perform. Comput.

Publications

Zhitao Zhu, Chuanfu Xiao, Kejun Tang, Jizu Huang, Chao Yang
APTT: An accuracy-preserved tensor-train method for the Boltzmann-BGK equation. CoRR (2024)
Chuanfu Xiao, Zeyu Li, Chao Yang
HOSCF: Efficient decoupling algorithms for finding the best rank-one approximation of higher-order tensors. CoRR (2024)
Cuiyu Liu, Chuanfu Xiao, Mingshuo Ding, Chao Yang
Tensor-Based Sketching Method for the Low-Rank Approximation of Data Streams. ICLR (2023)
Lian Duan, Chuanfu Xiao, Min Li, Mingshuo Ding, Chao Yang
a-Tucker: fast input-adaptive and matricization-free Tucker decomposition of higher-order tensors on GPUs. CCF Trans. High Perform. Comput. 5 (1) (2023)
Cuiyu Liu, Chuanfu Xiao, Mingshuo Ding, Chao Yang
Tensor-Based Sketching Method for the Low-Rank Approximation of Data Streams. CoRR (2022)
Lei Pan, Baoan Song, Chuanfu Xiao, Ning Mao, Changgui Lin, Peiqing Zhang, Xiang Shen, Shixun Dai
Translation Matching Method for Obtaining the Refractive Index of Chalcogenide Films Based on the Transmission Spectra. IEEE Trans. Instrum. Meas. 70 (2021)
Chuanfu Xiao, Chao Yang, Min Li
Efficient Alternating Least Squares Algorithms for Low Multilinear Rank Approximation of Tensors. J. Sci. Comput. 87 (3) (2021)
Chuanfu Xiao, Chao Yang
A rank-adaptive higher-order orthogonal iteration algorithm for truncated Tucker decomposition. CoRR (2021)
Min Li, Chuanfu Xiao, Chao Yang
a-Tucker: Input-Adaptive and Matricization-Free Tucker Decomposition for Dense Tensors on CPUs and GPUs. CoRR (2020)
Chuanfu Xiao, Chao Yang, Min Li
Efficient Alternating Least Squares Algorithms for Truncated HOSVD of Higher-Order Tensors. CoRR (2020)
Chuanfu Xiao, Hanyu Li
New perturbation bounds of partitioned generalized Hermitian eigenvalue problem. Appl. Math. Comput. 321 (2018)
Xiaoxiao Yuan, Chuanfu Xiao, Xiyu Lv, Jing Liu
A multi-agent genetic algorithm for resource constrained project scheduling problems. GECCO (Companion) (2013)