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Huang, Longxiu
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1

Robust estimation of smooth graph signals from randomized s..:

Huang, Longxiu ; Needell, Deanna ; Tang, Sui
Information and Inference: A Journal of the IMA.  13 (2024)  2 - p. , 2024
Link: https://doi.org/10.1093/..
 
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2

On the Robustness of Cross-Concentrated Sampling for Matrix..:

, In: 2024 58th Annual Conference on Information Sciences and Systems (CISS),
Cai, HanQin ; Huang, Longxiu ; Kundu, Chandra. - p. 1-5 , 2024
Link: https://doi.org/10.1109/..
 
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3

Randomized Kaczmarz in Adversarial Distributed Setting:

Huang, Longxiu ; Li, Xia ; Needell, Deanna
SIAM Journal on Scientific Computing.  46 (2024)  3 - p. B354-B376 , 2024
Link: https://doi.org/10.1137/..
 
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4

Robust Tensor CUR Decompositions: Rapid Low-Tucker-Rank Ten..:

Cai, HanQin ; Chao, Zehan ; Huang, Longxiu.
SIAM Journal on Imaging Sciences.  17 (2024)  1 - p. 225-247 , 2024
Link: https://doi.org/10.1137/..
 
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5

An efficient Dai-Yuan projection-based method with applicat..:

Sabi'u, Jamilu ; Balili, Ado ; Emadifar, Homan.
PLOS ONE.  19 (2024)  6 - p. e0300547 , 2024
Link: https://doi.org/10.1371/..
 
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6

Non-Convex Approaches for Low-Rank Tensor Completion under ..:

, In: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),
Tan, Zheng ; Huang, Longxiu ; Cai, HanQin. - p. 1-5 , 2023
Link: https://doi.org/10.1109/..
 
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7

Hyperspectral Band Selection Based on Matrix CUR Decomposit..:

, In: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium,
Henneberger, Katherine ; Huang, Longxiu ; Qin, Jing - p. 7380-7383 , 2023
Link: https://doi.org/10.1109/..
 
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8

Fast Dual-Graph Regularized Background Foreground Separatio:

, In: 2023 International Conference on Sampling Theory and Applications (SampTA),
Huang, Longxiu ; Qin, Jing - p. 1-5 , 2023
Link: https://doi.org/10.1109/..
 
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9

HMC: Hybrid model compression method based on layer sensiti..:

Yang, Guoliang ; Yu, Shuaiying ; Yang, Hao...
PLOS ONE.  18 (2023)  10 - p. e0292517 , 2023
Link: https://doi.org/10.1371/..
 
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10

Space-Time Variable Density Samplings for Sparse Bandlimite..:

, In: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),
Yao, Qing ; Huang, Longxiu ; Tang, Sui - p. 1-5 , 2023
Link: https://doi.org/10.1109/..
 
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11

Predictive algorithms in dynamical sampling for burst-like ..:

Aldroubi, Akram ; Huang, Longxiu ; Kornelson, Keri.
Applied and Computational Harmonic Analysis.  65 (2023)  - p. 322-347 , 2023
Link: https://doi.org/10.1016/..
 
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12

Matrix Completion With Cross-Concentrated Sampling: Bridgin..:

Cai, HanQin ; Huang, Longxiu ; Li, Pengyu.
IEEE Transactions on Pattern Analysis and Machine Intelligence.  45 (2023)  8 - p. 10100-10113 , 2023
Link: https://doi.org/10.1109/..
 
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13

On a planar six-neighbor theorem and its application:

Huang, Longxiu ; Sun, Bin ; Wang, Meiqi...
Journal of Mathematical Analysis and Applications.  523 (2023)  2 - p. 127020 , 2023
Link: https://doi.org/10.1016/..
 
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14

Guided Semi-Supervised Non-Negative Matrix Factorization:

Li, Pengyu ; Tseng, Christine ; Zheng, Yaxuan...
Algorithms.  15 (2022)  5 - p. 136 , 2022
Link: https://doi.org/10.3390/..
 
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15

HOSVD-Based Algorithm for Weighted Tensor Completion:

Chao, Zehan ; Huang, Longxiu ; Needell, Deanna
Journal of Imaging.  7 (2021)  7 - p. 110 , 2021
Link: https://doi.org/10.3390/..
 
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