Ziye Ma - RankMe

30 papers A* 5A 2B 2Journal 19Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Escaping Local Minima Provably in Non-convex Matrix Sensing: A Deterministic Framework via Simulated Lifting. CoRR Tianqi Shen, Jinji Yang, Junze He, Kunhan Gao, Ziye Ma
2025	J	`jnl`	Hybrid Reinforcement Learning for Joint Beamforming in STAR-RIS-Assisted CoMP Systems. IEEE Trans. Wirel. Commun. Jian Chen, Shuhui Yang, Yixuan Zou, Yuanwei Liu, Jie Jia, Ziye Ma, Xingwei Wang
2025	J	`jnl`	Matrix Sensing with Kernel Optimal Loss: Robustness and Optimization Landscape. CoRR Xinyuan Song, Jiaye Teng, Ziye Ma
2025	A*	`conf`	Topology-Aware 3D Gaussian Splatting: Leveraging Persistent Homology for Optimized Structural Integrity. AAAI Tianqi Shen, Shaohua Liu, Jiaqi Feng, Ziye Ma, Ning An
2025	J	`jnl`	Towards Optimal Branching of Linear and Semidefinite Relaxations for Neural Network Robustness Certification. J. Mach. Learn. Res. Brendon G. Anderson, Ziye Ma, Jingqi Li, Somayeh Sojoudi
2025	J	`jnl`	VAMO: Efficient Large-Scale Nonconvex Optimization via Adaptive Zeroth Order Variance Reduction. CoRR Jiahe Chen, Ziye Ma
2024	A	`conf`	Absence of spurious solutions far from ground truth: A low-rank analysis with high-order losses. AISTATS Ziye Ma, Ying Chen, Javad Lavaei, Somayeh Sojoudi
2024	J	`jnl`	Absence of spurious solutions far from ground truth: A low-rank analysis with high-order losses. CoRR Ziye Ma, Ying Chen, Javad Lavaei, Somayeh Sojoudi
2024	—	`—`	Solving Matrix Sensing to Optimality under Realistic Settings Ziye Ma
2024	J	`jnl`	Topology-Aware 3D Gaussian Splatting: Leveraging Persistent Homology for Optimized Structural Integrity. CoRR Tianqi Shen, Shaohua Liu, Jiaqi Feng, Ziye Ma, Ning An
2023	A*	`conf`	Algorithmic Regularization in Tensor Optimization: Towards a Lifted Approach in Matrix Sensing. NeurIPS Ziye Ma, Javad Lavaei, Somayeh Sojoudi
2023	J	`jnl`	Algorithmic Regularization in Tensor Optimization: Towards a Lifted Approach in Matrix Sensing. CoRR Ziye Ma, Javad Lavaei, Somayeh Sojoudi
2023	J	`jnl`	Geometric Analysis of Noisy Low-Rank Matrix Recovery in the Exact Parametrized and the Overparametrized Regimes. INFORMS J. Optim. Ziye Ma, Yingjie Bi, Javad Lavaei, Somayeh Sojoudi
2023	A	`conf`	Noisy Low-rank Matrix Optimization: Geometry of Local Minima and Convergence Rate. AISTATS Ziye Ma, Somayeh Sojoudi
2023	A*	`conf`	Over-parametrization via Lifting for Low-rank Matrix Sensing: Conversion of Spurious Solutions to Strict Saddle Points. ICML Ziye Ma, Igor Molybog, Javad Lavaei, Somayeh Sojoudi
2023	J	`jnl`	Over-parametrization via Lifting for Low-rank Matrix Sensing: Conversion of Spurious Solutions to Strict Saddle Points. CoRR Ziye Ma, Igor Molybog, Javad Lavaei, Somayeh Sojoudi
2023	A*	`conf`	Semidefinite Programming versus Burer-Monteiro Factorization for Matrix Sensing. AAAI Baturalp Yalçin, Ziye Ma, Javad Lavaei, Somayeh Sojoudi
2022	B	`conf`	DRL-based Energy Efficient Resource Allocation for STAR-RIS Assisted Coordinated Multi-cell Networks. GLOBECOM Jian Chen, Ziye Ma, Yixuan Zou, Jie Jia, Xingwei Wang
2022	J	`jnl`	Energy Efficient Resource Allocation for MSCA Enabled CoMP in HetNets. IEEE Trans. Veh. Technol. Jian Chen, Ziye Ma, Yuanwei Liu, Jie Jia, Xingwei Wang
2022	J	`jnl`	Noisy Low-rank Matrix Optimization: Geometry of Local Minima and Convergence Rate. CoRR Ziye Ma, Somayeh Sojoudi
2022	J	`jnl`	Semidefinite Programming versus Burer-Monteiro Factorization for Matrix Sensing. CoRR Baturalp Yalcin, Ziye Ma, Javad Lavaei, Somayeh Sojoudi
2022	A*	`conf`	Sharp Restricted Isometry Property Bounds for Low-Rank Matrix Recovery Problems with Corrupted Measurements. AAAI Ziye Ma, Yingjie Bi, Javad Lavaei, Somayeh Sojoudi
2021	B	`conf`	A Sequential Framework Towards an Exact SDP Verification of Neural Networks. DSAA Ziye Ma, Somayeh Sojoudi
2021	J	`jnl`	Partition-Based Convex Relaxations for Certifying the Robustness of ReLU Neural Networks. CoRR Brendon G. Anderson, Ziye Ma, Jingqi Li, Somayeh Sojoudi
2021	J	`jnl`	Sharp Restricted Isometry Property Bounds for Low-rank Matrix Recovery Problems with Corrupted Measurements. CoRR Ziye Ma, Yingjie Bi, Javad Lavaei, Somayeh Sojoudi
2020	J	`jnl`	Strengthened SDP Verification of Neural Network Robustness via Non-Convex Cuts. CoRR Ziye Ma, Somayeh Sojoudi
2020	—	`conf`	Tightened Convex Relaxations for Neural Network Robustness Certification. CDC Brendon G. Anderson, Ziye Ma, Jingqi Li, Somayeh Sojoudi
2020	J	`jnl`	Tightened Convex Relaxations for Neural Network Robustness Certification. CoRR Brendon G. Anderson, Ziye Ma, Jingqi Li, Somayeh Sojoudi
2019	J	`jnl`	Certifiably Globally Optimal Extrinsic Calibration From Per-Sensor Egomotion. IEEE Robotics Autom. Lett. Matthew Giamou, Ziye Ma, Valentin Peretroukhin, Jonathan Kelly
2018	J	`jnl`	Certifiably Globally Optimal Extrinsic Calibration from Per-Sensor Egomotion. CoRR Matthew Giamou, Ziye Ma, Valentin Peretroukhin, Jonathan Kelly