ZZ
Zhihui Zhu
cs.LGmath.OCcs.ITmath.ITstat.MLcs.CVeess.SPcs.AIquant-pheess.IV
On Valency
published · living versionsW_79dmwq7g·v1 · currentpublished
Adaptive Local Measurements For Quantum Learning Can Exponentially Outperform Nonadaptive Global Measurements
with Alireza Goldar, Zhen Qin, Zhe-Xuan Gong, Michael B. Wakin
1 version
Preprints & journals
76 papers in the corpus · 2015–2025Computational and Statistical Guarantees for Tensor-on-Tensor Regression With Tensor Train Decomposition.40742859 · Qin, Zhen, Zhu, Zhihui2025 · 5 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(11):10577-10587
Neural Collapse under Gradient Flow on Shallow ReLU Networks for Orthogonally Separable Data2510.21078v1 · Hancheng Min, Zhihui Zhu, Ren'e Vidal2025 · 1 citationarXiv
CoT-Evo: Evolutionary Distillation of Chain-of-Thought for Scientific Reasoning2510.13166v2 · Kehua Feng, Keyan Ding, Zhihui Zhu et al.2025 · 0 citationsarXiv
In-Context Learning for Non-Stationary MIMO Equalization2510.08711v1 · Jiachen Jiang, Zhen Qin, Zhihui Zhu2025 · 0 citationsarXiv
Quantum State Tomography for Tensor Networks in Two Dimensions2509.16852v1 · Zhen Qin, Zhihui Zhu2025 · 0 citationsarXiv
Research on Crop Classification Using U-Net Integrated with Multimodal Remote Sensing Temporal Features.40871869 · Zhu, Zhihui, Chen, Yuling, Lu, Chengzhuo et al.2025 · 6 citationsSensors (Basel, Switzerland). 2025;25(16)
Understanding Task Vectors in In-Context Learning: Emergence, Functionality, and Limitations2506.09048v1 · Yuxin Dong, Jiachen Jiang, Zhihui Zhu et al.2025 · 0 citationsarXiv
On the Convergence of Gradient Descent on Learning Transformers with Residual Connections2506.05249v4 · Zhen Qin, Jinxin Zhou, Jiachen Jiang et al.2025 · 1 citationarXiv
From Compression to Expression: A Layerwise Analysis of In-Context Learning2505.17322v2 · Jiachen Jiang, Yuxin Dong, Jinxin Zhou et al.2025 · 0 citationsarXiv
Enhancing Quantum State Reconstruction with Structured Classical Shadows2501.03144v2 · Zhen Qin, Joseph M. Lukens, Brian T. Kirby et al.2025 · 4 citationsarXiv
Optimal Error Analysis of Channel Estimation for IRS-assisted MIMO Systems2412.16827v2 · Zhen Qin, Zhihui Zhu2024 · 0 citationsarXiv
Optimal Allocation of Pauli Measurements for Low-rank Quantum State Tomography2411.04452v1 · Zhen Qin, Casey Jameson, Zhexuan Gong et al.2024 · 1 citationarXiv
Robust Low-rank Tensor Train Recovery2410.15224v1 · Zhen Qin, Zhihui Zhu2024 · 3 citationsarXiv
Sample-Efficient Quantum State Tomography for Structured Quantum States in One Dimension2410.02583v4 · Zhen Qin, Casey Jameson, Alireza Goldar et al.2024 · 0 citationsarXiv
Optimal quantum state tomography with local informationally complete measurements2408.07115v1 · Casey Jameson, Zhen Qin, Alireza Goldar et al.2024 · 1 citationarXiv
Tracing Representation Progression: Analyzing and Enhancing Layer-Wise Similarity2406.14479v3 · Jiachen Jiang, Jinxin Zhou, Zhihui Zhu2024 · 0 citationsarXiv
A Global Geometric Analysis of Maximal Coding Rate Reduction2406.01909v2 · Peng Wang, Huikang Liu, Druv Pai et al.2024 · 2 citationsarXiv
AdaContour: Adaptive Contour Descriptor with Hierarchical Representation2404.08292v1 · Tianyu Ding, Jinxin Zhou, Tianyi Chen et al.2024 · 0 citationsarXiv
The Distributional Reward Critic Framework for Reinforcement Learning Under Perturbed Rewards2401.05710v3 · Xi Chen, Zhihui Zhu, Andrew Perrault2024 · 1 citationarXiv
Guaranteed Nonconvex Factorization Approach for Tensor Train Recovery2401.02592v3 · Zhen Qin, Michael B. Wakin, Zhihui Zhu2024 · 2 citationsJournal of Machine Learning Research (December 2024)
OTOv3: Automatic Architecture-Agnostic Neural Network Training and Compression from Structured Pruning to Erasing Operators2312.09411v1 · Tianyi Chen, Tianyu Ding, Zhihui Zhu et al.2023 · 0 citationsarXiv
DREAM: Diffusion Rectification and Estimation-Adaptive Models2312.00210v2 · Jinxin Zhou, Tianyu Ding, Tianyi Chen et al.2023 · 5 citationsarXiv
Convergence Analysis for Learning Orthonormal Deep Linear Neural Networks2311.14658v2 · Zhen Qin, Xuwei Tan, Zhihui Zhu2023 · 0 citationsarXiv
Understanding Deep Representation Learning via Layerwise Feature Compression and Discrimination2311.02960v6 · Peng Wang, Xiao Li, Can Yaras et al.2023 · 1 citationarXiv
On the connection between least squares, regularization, and classical shadows2310.16921v4 · Zhihui Zhu, Joseph M. Lukens, Brian T. Kirby2023 · 3 citationsQuantum 8, 1455 (2024)
Generalized Neural Collapse for a Large Number of Classes2310.05351v3 · Jiachen Jiang, Jinxin Zhou, Peng Wang et al.2023 · 2 citationsarXiv
Quantum State Tomography for Matrix Product Density Operators2306.09432v4 · Zhen Qin, Casey Jameson, Zhexuan Gong et al.2023 · 17 citationsIEEE Transactions on Information Theory (PP. 5030 - 5056, Volume: 70, July 2024)
Ganoderenic acid D-loaded functionalized graphene oxide-based carrier for active targeting therapy of cervical carcinoma.37269813 · Lu, Jiahui, Zhang, Anqiang, Zhang, Fuming et al.2023 · 14 citationsBiomedicine & pharmacotherapy = Biomedecine & pharmacotherapie. 2023;164:114947
The Law of Parsimony in Gradient Descent for Learning Deep Linear Networks2306.01154v1 · Can Yaras, Peng Wang, Wei Hu et al.2023 · 2 citationsarXiv
OTOV2: Automatic, Generic, User-Friendly2303.06862v2 · Tianyi Chen, Luming Liang, Tianyu Ding et al.2023 · 6 citationsarXiv
A Provable Splitting Approach for Symmetric Nonnegative Matrix Factorization2301.10499v1 · Xiao Li, Zhihui Zhu, Qiuwei Li et al.2023 · 14 citationsarXiv
Understanding and Improving Transfer Learning of Deep Models via Neural Collapse2212.12206v4 · Xiao Li, Sheng Liu, Jinxin Zhou et al.2022 · 2 citationsarXiv
Augmented reality guided in reconstruction of mandibular defect with fibular flap: A cadaver study.36280109 · Zhao, Ruiqi, Zhu, Zhihui, Shao, Long et al.2023 · 21 citationsJournal of stomatology, oral and maxillofacial surgery. 2023;124(2):101318
A Validation Approach to Over-parameterized Matrix and Image Recovery2209.10675v3 · Lijun Ding, Zhen Qin, Liwei Jiang et al.2022 · 5 citationsarXiv
Quantum state tomography with tensor train cross approximation2207.06397v1 · Alexander Lidiak, Casey Jameson, Zhen Qin et al.2022 · 5 citationsarXiv
[The Effects of Different Adaptive Statistical Iterative Reconstruction-V and Convolution Kernel Parameters on Auto-Segmentation Stability in CT Images].35411755 · Jiang, Xiaoxuan, Yu, Hang, Deng, Zhonghua et al.2022 · 0 citationsZhongguo yi liao qi xie za zhi = Chinese journal of medical instrumentation. 2022;46(2):219-224
Robust Training under Label Noise by Over-parameterization2202.14026v2 · Sheng Liu, Zhihui Zhu, Qing Qu et al.2022 · 53 citationsarXiv
Rank Overspecified Robust Matrix Recovery: Subgradient Method and Exact Recovery2109.11154v2 · Lijun Ding, Liwei Jiang, Yudong Chen et al.2021 · 9 citationsarXiv
A Novel Classifier Based on Urinary Proteomics for Distinguishing Between Benign and Malignant Ovarian Tumors.34527671 · Ni, Maowei, Zhou, Jie, Zhu, Zhihui et al.2022 · 28 citationsFrontiers in cell and developmental biology. 2021;9:712196
Only Train Once: A One-Shot Neural Network Training And Pruning Framework2107.07467v2 · Tianyi Chen, Bo Ji, Tianyu Ding et al.2021 · 58 citationsarXiv
A Geometric Analysis of Neural Collapse with Unconstrained Features2105.02375v1 · Zhihui Zhu, Tianyu Ding, Jinxin Zhou et al.2021 · 50 citationsarXiv
CDFI: Compression-Driven Network Design for Frame Interpolation2103.10559v2 · Tianyu Ding, Luming Liang, Zhihui Zhu et al.2021 · 106 citationsarXiv
Error-Tolerant Deep Learning for Remote Sensing Image Scene Classification.32413949 · Li, Yansheng, Zhang, Yongjun, Zhu, Zhihui2021 · 135 citationsIEEE transactions on cybernetics. 2021;51(4):1756-1768
Convolutional Normalization: Improving Deep Convolutional Network Robustness and Training2103.00673v2 · Sheng Liu, Xiao Li, Yuexiang Zhai et al.2021 · 12 citationsarXiv
Half-Space Proximal Stochastic Gradient Method for Group-Sparsity Regularized Problem2009.12078v3 · Tianyi Chen, Guanyi Wang, Tianyu Ding et al.2020 · 1 citationarXiv
Robust Recovery via Implicit Bias of Discrepant Learning Rates for Double Over-parameterization2006.08857v1 · Chong You, Zhihui Zhu, Qing Qu et al.2020 · 15 citationsarXiv
Recovery and Generalization in Over-Realized Dictionary Learning2006.06179v2 · Jeremias Sulam, Chong You, Zhihui Zhu2020 · 4 citationsarXiv
Orthant Based Proximal Stochastic Gradient Method for -Regularized Optimization2004.03639v2 · Tianyi Chen, Tianyu Ding, Bo Ji et al.2020 · 12 citationsarXiv
The Global Geometry of Centralized and Distributed Low-rank Matrix Recovery without Regularization2003.10981v2 · Shuang Li, Qiuwei Li, Zhihui Zhu et al.2020 · 19 citationsarXiv
Finding the Sparsest Vectors in a Subspace: Theory, Algorithms, and Applications2001.06970v1 · Qing Qu, Zhihui Zhu, Xiao Li et al.2020 · 6 citationsarXiv
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