Ziye Ma
8 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (7) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(21)
π
Keyword Champion
(2)
Conferences
AAAI (3)
AISTATS (2)
ICML (1)
JMLR (1)
NIPS (1)
Top co-authors
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
Towards Optimal Branching of Linear and Semidefinite Relaxations for Neural Network Robustness Certification
JMLR 2025
Topology-Aware 3D Gaussian Splatting: Leveraging Persistent Homology for Optimized Structural Integrity
AAAI 2025
Absence of spurious solutions far from ground truth: A low-rank analysis with high-order losses
AISTATS 2024
Over-parametrization via Lifting for Low-rank Matrix Sensing: Conversion of Spurious Solutions to Strict Saddle Points
ICML 2023
Noisy Low-rank Matrix Optimization: Geometry of Local Minima and Convergence Rate
AISTATS 2023
Semidefinite Programming versus Burer-Monteiro Factorization for Matrix Sensing
AAAI 2023
Algorithmic Regularization in Tensor Optimization: Towards a Lifted Approach in Matrix Sensing
NIPS 2023
Sharp Restricted Isometry Property Bounds for Low-Rank Matrix Recovery Problems with Corrupted Measurements
AAAI 2022