Liangzu Peng
12 papers · 2019–2025 · 6 conferences · across top CS/AI conferences
Achievements
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๐งญ Keyword Pioneer ๐ฃ Hot Topic Early Bird ๐ Interdisciplinary Bridge ๐บ๏ธ Taxonomy Completionist (22) ๐ Conference Polyglot (6)
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Academic Marathon
(6)
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Cross-Pollinator
(11)
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Renaissance Researcher
(6)
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Century Club
(12)
๐ฅ
Unstoppable
(5)
Conferences
ICML (4)
CVPR (3)
NIPS (2)
ECCV (1)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
unlabeled sensing
(3)
matrix completion
(2)
iteratively reweighted least square
(2)
sparse optimization
(2)
non-convex optimization
(2)
principal component analysis
(2)
algebraic geometry
(2)
robust regression
(2)
homomorphic sensing
(2)
point cloud registration
(2)
image registration
(1)
sparse regression
(1)
dynamic programming
(1)
robust pca
(1)
robust estimation
(1)
phase retrieval
(1)
generalization bound
(1)
superlinear convergence
(1)
linear algebra
(1)
record linkage
(1)
Papers
LoRanPAC: Low-rank Random Features and Pre-trained Models for Bridging Theory and Practice in Continual Learning
ICLR 2025
Unlabeled Principal Component Analysis and Matrix Completion
JMLR 2024
Scalable 3D Registration via Truncated Entry-wise Absolute Residuals
CVPR 2024
Block Acceleration Without Momentum: On Optimal Stepsizes of Block Gradient Descent for Least-Squares
ICML 2024
The Ideal Continual Learner: An Agent That Never Forgets
ICML 2023
On the Convergence of IRLS and Its Variants in Outlier-Robust Estimation
CVPR 2023
ARCS: Accurate Rotation and Correspondence Search
CVPR 2022
Global Linear and Local Superlinear Convergence of IRLS for Non-Smooth Robust Regression
NIPS 2022
Semidefinite Relaxations of Truncated Least-Squares in Robust Rotation Search: Tight or Not
ECCV 2022
Homomorphic Sensing: Sparsity and Noise
ICML 2021
Unlabeled Principal Component Analysis
NIPS 2021
Homomorphic Sensing
ICML 2019