Chuanfu Xiao

18 papers A* 1Journal 16Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Novel Block-Alternating Iterative Algorithm for Retrieving Top-k Elements from Factorized Tensors.
CoRR
Chuanfu Xiao, Jiaxin Zeng
2025 J jnl
APTT: Accuracy-Preserved Tensor-Train Method for the Boltzmann-BGK Equation.
SIAM J. Sci. Comput.
Zhitao Zhu, Chuanfu Xiao, Kejun Tang, Jizu Huang, Chao Yang
2025 J jnl
AnTKV: Anchor Token-Aware Sub-Bit Vector Quantization for KV Cache in Large Language Models.
CoRR
Zeyu Li, Chuanfu Xiao, Yang Wang, Xiang Liu, Zhenheng Tang, Baotong Lu, Mao Yang, Xinyu Chen, Xiaowen Chu
2025 J jnl
Higher-Order Self-Consistent Field: Efficient Decoupling Algorithms for Finding the Best Rank-One Approximation of Higher-Order Tensors.
SIAM J. Matrix Anal. Appl.
Chuanfu Xiao, Zeyu Li, Chao Yang
2025 J jnl
Provable Low-Rank Tensor-Train Approximations in the Inverse of Large-Scale Structured Matrices.
CoRR
Chuanfu Xiao, Kejun Tang, Zhitao Zhu
2024 J jnl
APTT: An accuracy-preserved tensor-train method for the Boltzmann-BGK equation.
CoRR
Zhitao Zhu, Chuanfu Xiao, Kejun Tang, Jizu Huang, Chao Yang
2024 J jnl
HOSCF: Efficient decoupling algorithms for finding the best rank-one approximation of higher-order tensors.
CoRR
Chuanfu Xiao, Zeyu Li, Chao Yang
2024 J jnl
HaTT: Hadamard avoiding TT recompression.
CoRR
Zhonghao Sun, Jizu Huang, Chuanfu Xiao, Chao Yang
2023 A* conf
Tensor-Based Sketching Method for the Low-Rank Approximation of Data Streams.
ICLR
Cuiyu Liu, Chuanfu Xiao, Mingshuo Ding, Chao Yang
2023 J jnl
a-Tucker: fast input-adaptive and matricization-free Tucker decomposition of higher-order tensors on GPUs.
CCF Trans. High Perform. Comput.
Lian Duan, Chuanfu Xiao, Min Li, Mingshuo Ding, Chao Yang
2022 J jnl
Tensor-Based Sketching Method for the Low-Rank Approximation of Data Streams.
CoRR
Cuiyu Liu, Chuanfu Xiao, Mingshuo Ding, Chao Yang
2021 J jnl
A rank-adaptive higher-order orthogonal iteration algorithm for truncated Tucker decomposition.
CoRR
Chuanfu Xiao, Chao Yang
2021 J jnl
Efficient Alternating Least Squares Algorithms for Low Multilinear Rank Approximation of Tensors.
J. Sci. Comput.
Chuanfu Xiao, Chao Yang, Min Li
2021 J jnl
Translation Matching Method for Obtaining the Refractive Index of Chalcogenide Films Based on the Transmission Spectra.
IEEE Trans. Instrum. Meas.
Lei Pan, Baoan Song, Chuanfu Xiao, Ning Mao, Changgui Lin, Peiqing Zhang, Xiang Shen, Shixun Dai
2020 J jnl
Efficient Alternating Least Squares Algorithms for Truncated HOSVD of Higher-Order Tensors.
CoRR
Chuanfu Xiao, Chao Yang, Min Li
2020 J jnl
a-Tucker: Input-Adaptive and Matricization-Free Tucker Decomposition for Dense Tensors on CPUs and GPUs.
CoRR
Min Li, Chuanfu Xiao, Chao Yang
2018 J jnl
New perturbation bounds of partitioned generalized Hermitian eigenvalue problem.
Appl. Math. Comput.
Chuanfu Xiao, Hanyu Li
2013 — conf
A multi-agent genetic algorithm for resource constrained project scheduling problems.
GECCO (Companion)
Xiaoxiao Yuan, Chuanfu Xiao, Xiyu Lv, Jing Liu