Liangzu Peng

According to our database, Liangzu Peng authored at least 21 papers between 2018 and 2024.

Collaborative distances:

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

2024

Efficient and Robust Point Cloud Registration via Heuristics-Guided Parameter Search.

Tianyu Huang, Haoang Li, Liangzu Peng, Yinlong Liu, Yun-Hui Liu

IEEE Trans. Pattern Anal. Mach. Intell., October, 2024

Accelerating Globally Optimal Consensus Maximization in Geometric Vision.

Xinyue Zhang, Liangzu Peng, Wanting Xu, Laurent Kneip

IEEE Trans. Pattern Anal. Mach. Intell., June, 2024

Unlabeled Principal Component Analysis and Matrix Completion.

Yunzhen Yao, Liangzu Peng, Manolis C. Tsakiris

J. Mach. Learn. Res., 2024

ICL-TSVD: Bridging Theory and Practice in Continual Learning with Pre-trained Models.

Liangzu Peng, Juan Elenter, Joshua Agterberg, Alejandro Ribeiro, René Vidal

CoRR, 2024

Block Acceleration Without Momentum: On Optimal Stepsizes of Block Gradient Descent for Least-Squares.

Liangzu Peng, Wotao Yin

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Scalable 3D Registration via Truncated Entry-Wise Absolute Residuals.

Tianyu Huang, Liangzu Peng, René Vidal, Yun-Hui Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

The Ideal Continual Learner: An Agent That Never Forgets.

Liangzu Peng, Paris Giampouras, René Vidal

Proceedings of the International Conference on Machine Learning, 2023

On the Convergence of IRLS and Its Variants in Outlier-Robust Estimation.

Liangzu Peng, Christian Kümmerle, René Vidal

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Towards Understanding The Semidefinite Relaxations of Truncated Least-Squares in Robust Rotation Search.

Liangzu Peng, Mahyar Fazlyab, René Vidal

CoRR, 2022

Global Linear and Local Superlinear Convergence of IRLS for Non-Smooth Robust Regression.

Liangzu Peng, Christian Kümmerle, René Vidal

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Semidefinite Relaxations of Truncated Least-Squares in Robust Rotation Search: Tight or Not.

Liangzu Peng, Mahyar Fazlyab, René Vidal

Proceedings of the Computer Vision - ECCV 2022, 2022

ARCS: Accurate Rotation and Correspondence Search.

Liangzu Peng, Manolis C. Tsakiris, René Vidal

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Unlabeled Principal Component Analysis.

Yunzhen Yao, Liangzu Peng, Manolis C. Tsakiris

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Unsigned Matrix Completion.

Yunzhen Yao, Liangzu Peng, Manolis C. Tsakiris

Proceedings of the IEEE International Symposium on Information Theory, 2021

Homomorphic Sensing: Sparsity and Noise.

Liangzu Peng, Boshi Wang, Manolis C. Tsakiris

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

An Algebraic-Geometric Approach for Linear Regression Without Correspondences.

Manolis C. Tsakiris, Liangzu Peng, Aldo Conca, Laurent Kneip, Yuanming Shi, Hayoung Choi

IEEE Trans. Inf. Theory, 2020

Linear Regression Without Correspondences via Concave Minimization.

Liangzu Peng, Manolis C. Tsakiris

IEEE Signal Process. Lett., 2020

Homomorphic Sensing of Subspace Arrangements.

Liangzu Peng, Boshi Wang, Manolis C. Tsakiris

CoRR, 2020

2019

Homomorphic Sensing.

Manolis C. Tsakiris, Liangzu Peng

Proceedings of the 36th International Conference on Machine Learning, 2019

Algebraically-initialized Expectation Maximization for Header-free Communication.

Liangzu Peng, Xuming Song, Manolis C. Tsakiris, Hayoung Choi, Laurent Kneip, Yuanming Shi

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

An Algebraic-Geometric Approach to Shuffled Linear Regression.

Manolis C. Tsakiris, Liangzu Peng, Aldo Conca, Laurent Kneip, Yuanming Shi, Hayoung Choi

CoRR, 2018