ZM
Ziye Ma
cs.LGmath.OCstat.MLcs.AIeess.SP
On Valency
published · living versionsW_r8zuank2·v1 · currentpublished
Preprints & journals
19 papers in the corpus · 2020–2026Over-parameterization Is Neither Robust nor Fragile in Matrix Sensing: A Geometric Theory of Solution Robustness2610.18318v1 · Runze Shi, Ziye Ma2026 · 0 citationsarXiv
A Fine-Grained Analysis of the LoRA Fine-Tuning Landscape with Implications for Data Selection2610.06542v1 · Bowen Zhang, Changrui Fang, Xinsong Ma et al.2026 · 0 citationsarXiv
Understanding the Weight Averaging Mechanism in LLM Training for Post-Training Quantization2610.05329v1 · Hanzhang Wang, Tianqi Shen, Zonglin Liu et al.2026 · 0 citationsarXiv
SkillRubric: Co-Evolving Actor Guidance and Evaluator Rubrics for Multimodal Agents2609.34557v1 · Bingqing Jiang, Guoxi Zhang, Jasper Wang et al.2026 · 0 citationsarXiv
MALT: Lightweight Curvature-Aware Muon via Diagonal Preconditioning2608.05088v1 · Tongle Wu, Huanyu Dong, Ying Sun et al.2026 · 0 citationsarXiv
Towards Understanding the Power and Limits of the Muon Optimizer: A River-Valley Perspective2606.21514v1 · Tianqi Shen, Jinji Yang, Runze Shi et al.2026 · 0 citationsarXiv
Accelerating Zeroth-Order Spectral Optimization with Partial Orthogonalization from Power Iteration2605.09034v2 · Jiahe Chen, Ziye Ma2026 · 0 citationsarXiv
Escaping Local Minima Provably in Non-convex Matrix Sensing: A Deterministic Framework via Simulated Lifting2602.05887v3 · Tianqi Shen, Jinji Yang, Junze He et al.2026 · 0 citationsarXiv
Matrix Sensing with Kernel Optimal Loss: Robustness and Optimization Landscape2511.02122v3 · Xinyuan Song, Ziye Ma2025 · 0 citationsarXiv
VAMO: Efficient Zeroth-Order Variance Reduction for SGD with Faster Convergence2505.13954v2 · Jiahe Chen, Ziye Ma2025 · 0 citationsarXiv
Absence of spurious solutions far from ground truth: A low-rank analysis with high-order losses2403.06056v1 · Ziye Ma, Ying Chen, Javad Lavaei et al.2024 · 0 citationsarXiv
Algorithmic Regularization in Tensor Optimization: Towards a Lifted Approach in Matrix Sensing2310.15549v1 · Ziye Ma, Javad Lavaei, Somayeh Sojoudi2023 · 1 citationarXiv
Over-parametrization via Lifting for Low-rank Matrix Sensing: Conversion of Spurious Solutions to Strict Saddle Points2302.07828v1 · Ziye Ma, Igor Molybog, Javad Lavaei et al.2023 · 0 citationsarXiv
Semidefinite Programming versus Burer-Monteiro Factorization for Matrix Sensing2208.07469v1 · Baturalp Yalcin, Ziye Ma, Javad Lavaei et al.2022 · 2 citationsarXiv
Noisy Low-rank Matrix Optimization: Geometry of Local Minima and Convergence Rate2203.03899v3 · Ziye Ma, Somayeh Sojoudi2022 · 1 citationarXiv
Sharp Restricted Isometry Property Bounds for Low-rank Matrix Recovery Problems with Corrupted Measurements2105.08232v4 · Ziye Ma, Yingjie Bi, Javad Lavaei et al.2021 · 5 citationsarXiv
Towards Optimal Branching of Linear and Semidefinite Relaxations for Neural Network Robustness Certification2101.09306v4 · Brendon G. Anderson, Ziye Ma, Jingqi Li et al.2021 · 1 citationarXiv
A Sequential Framework Towards an Exact SDP Verification of Neural Networks2010.08603v2 · Ziye Ma, Somayeh Sojoudi2020 · 2 citationsarXiv
Tightened Convex Relaxations for Neural Network Robustness Certification2004.00570v2 · Brendon G. Anderson, Ziye Ma, Jingqi Li et al.2020 · 20 citationsarXiv
Career total: 26 works. 19 are in this corpus.
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