Ziye Ma
8 papers · 2022–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(20)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Keywords
matrix sensing
(4)
restricted isometry property
(2)
burer-monteiro factorization
(2)
gradient descent
(2)
semidefinite programming
(2)
non-convex optimization
(2)
critical point
(2)
strict saddle property
(2)
noise robustness
(1)
persistent homology
(1)
branch and bound
(1)
low-rank matrix recovery
(1)
low-rank matrix
(1)
adversarial perturbation
(1)
gaussian splatting
(1)
3d gaussian splatting
(1)
robustness certification
(1)
matrix completion
(1)
neural network verification
(1)
implicit regularization
(1)
Papers
Topology-Aware 3D Gaussian Splatting: Leveraging Persistent Homology for Optimized Structural Integrity
AAAI 2025
Towards Optimal Branching of Linear and Semidefinite Relaxations for Neural Network Robustness Certification
JMLR 2025
Absence of spurious solutions far from ground truth: A low-rank analysis with high-order losses
AISTATS 2024
Algorithmic Regularization in Tensor Optimization: Towards a Lifted Approach in Matrix Sensing
NeurIPS 2023
Noisy Low-rank Matrix Optimization: Geometry of Local Minima and Convergence Rate
AISTATS 2023
Over-parametrization via Lifting for Low-rank Matrix Sensing: Conversion of Spurious Solutions to Strict Saddle Points
ICML 2023
Semidefinite Programming versus Burer-Monteiro Factorization for Matrix Sensing
AAAI 2023
Sharp Restricted Isometry Property Bounds for Low-Rank Matrix Recovery Problems with Corrupted Measurements
AAAI 2022