Liang-Chi Huang

According to our database, Liang-Chi Huang authored at least 8 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Distributed Sparse Subspace Clustering by K-Means Subspace Fusion.

Liang-Chi Huang, Y.-W. Peter Hong, Jwo-Yuh Wu

Proceedings of the 13th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2024

2023

Greedier is Better: Selecting Multiple Neighbors per Iteration for Sparse Subspace Clustering.

Jwo-Yuh Wu, Liang-Chi Huang, Wen-Hsuan Li, Chun-Hung Liu, Rung-Hung Gau

Trans. Mach. Learn. Res., 2023

2021

Sparse Subspace Clustering via Two-Step Reweighted L1-Minimization: Algorithm and Provable Neighbor Recovery Rates.

Jwo-Yuh Wu, Liang-Chi Huang, Ming-Hsun Yang, Chun-Hung Liu

IEEE Trans. Inf. Theory, 2021

2020

Provable Noisy Sparse Subspace Clustering using Greedy Neighbor Selection: A Coherence-Based Perspective.

Jwo-Yuh Wu, Wen-Hsuan Li, Liang-Chi Huang, Yen-Ping Lin, Chun-Hung Liu, Rung-Hung Gau

CoRR, 2020

Deterministic Coherence-Based Performance Guarantee for Noisy Sparse Subspace Clustering using Greedy Neighbor Selection.

Jwo-Yuh Wu, Wen-Hsuan Li, Liang-Chi Huang, Yen-Ping Lin, Chun-Hung Liu, Rung-Hung Gau

Proceedings of the 11th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2020

Sparse Subspace Clustering with Linear Subspace-Neighborhood-Preserving Data Embedding.

Jwo-Yuh Wu, Liang-Chi Huang, Wen-Hsuan Li, Hau-Hsiang Chan, Chun-Hung Liu, Rung-Hung Gau

Proceedings of the 11th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2020

2019

Sparse Subspace Clustering With Sequentially Ordered and Weighted L1-Minimization^†.

Jwo-Yuh Wu, Liang-Chi Huang, Ming-Hsun Yang, Ling-Hua Chang, Chun-Hung Liu

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018

Enhanced Noisy Sparse Subspace Clustering via Reweighted L1-Minimization^†.

Jwo-Yuh Wu, Liang-Chi Huang, Ming-Hsun Yang, Ling-Hua Chang, Chun-Hung Liu

Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018