Yuqian Zhang

Orcid: 0009-0005-7696-4783

According to our database1, Yuqian Zhang authored at least 56 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2024
Local Minima Structures in Gaussian Mixture Models.
IEEE Trans. Inf. Theory, June, 2024

seesus: a social, environmental, and economic sustainability classifier for Python.
J. Open Source Softw., April, 2024

Jigsaw Game: Federated Clustering.
Trans. Mach. Learn. Res., 2024

The impact of digital transformation on firm's financial performance: evidence from China.
Ind. Manag. Data Syst., 2024

SegSTRONG-C: Segmenting Surgical Tools Robustly On Non-adversarial Generated Corruptions - An EndoVis'24 Challenge.
CoRR, 2024

Causal inference through multi-stage learning and doubly robust deep neural networks.
CoRR, 2024

NTIRE 2024 Challenge on Night Photography Rendering.
CoRR, 2024

Adaptive Split Balancing for Optimal Random Forest.
CoRR, 2024

Analysis and mitigation of illumination influences on canopy close-range hyperspectral imaging for the in situ detection of chlorophyll distribution of basil crops.
Comput. Electron. Agric., 2024

2023
Unique Sparse Decomposition of Low Rank Matrices.
IEEE Trans. Inf. Theory, April, 2023

SDGdetector: an R-based text mining tool for quantifying efforts toward Sustainable Development Goals.
J. Open Source Softw., March, 2023

Using Google Trends to track the global interest in International Financial Reporting Standards: Evidence from big data.
Intell. Syst. Account. Finance Manag., 2023

Optimal vintage factor analysis with deflation varimax.
CoRR, 2023

Large Window Attention Based Transformer Network for Change Detection of Remote Sensing Images.
Proceedings of the Image and Graphics - 12th International Conference, 2023

Introduction and Analysis of M-TSLand: A Multi-Temporal and Multi-Scale Remote Sensing Farmland Dataset.
Proceedings of the 6th International Conference on Big Data Technologies, 2023



2022
Structures of Spurious Local Minima in k-Means.
IEEE Trans. Inf. Theory, 2022

A Dynamic Opposite Learning-Assisted Grey Wolf Optimizer.
Symmetry, 2022

A Geometric Approach to k-means.
CoRR, 2022

2021
On the Global Geometry of Sphere-Constrained Sparse Blind Deconvolution.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Crowdsourcing digital health measures to predict Parkinson's disease severity: the Parkinson's Disease Digital Biomarker DREAM Challenge.
npj Digit. Medicine, 2021

Impact of corporate social responsibility (CSR) awareness, affordability and management system sophistication on CSR performance.
Ind. Manag. Data Syst., 2021

Dynamic treatment effects: high-dimensional inference under model misspecification.
CoRR, 2021

High-dimensional Inference for Dynamic Treatment Effects.
CoRR, 2021

Dynamical bifurcation and explicit stationary density of a stochastic population model with Allee effects.
Appl. Math. Lett., 2021

2020
Structured Local Optima in Sparse Blind Deconvolution.
IEEE Trans. Inf. Theory, 2020

Convolutional Phase Retrieval via Gradient Descent.
IEEE Trans. Inf. Theory, 2020

Geometry and Symmetry in Short-and-Sparse Deconvolution.
SIAM J. Math. Data Sci., 2020

Low-rank matrix recovery with non-quadratic loss: projected gradient method and regularity projection oracle.
CoRR, 2020

From Symmetry to Geometry: Tractable Nonconvex Problems.
CoRR, 2020

Structures of Spurious Local Minima in k-means.
CoRR, 2020

A Dynamic Opposite Learning Assisted Grasshopper Optimization Algorithm for the Flexible JobScheduling Problem.
Complex., 2020

Geometric Analysis of Nonconvex Optimization Landscapes for Overcomplete Learning.
Proceedings of the 8th International Conference on Learning Representations, 2020

Short and Sparse Deconvolution - A Geometric Approach.
Proceedings of the 8th International Conference on Learning Representations, 2020

The Effect of Long Time Simulated Voyage on Sailors' Athletic Ability.
Proceedings of the Cross-Cultural Design. User Experience of Products, Services, and Intelligent Environments, 2020

The Effect of a Long Simulated Voyage on Sailors' Alertness.
Proceedings of the Cross-Cultural Design. User Experience of Products, Services, and Intelligent Environments, 2020

Polynomial Matrix Completion for Missing Data Imputation and Transductive Learning.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
帕金森震颤与原发性震颤的计算机辅助诊断方法综述 (Review of Computer Aided Diagnosis for Parkinson's Tremor and Essential Tremor).
计算机科学, 2019

Analysis of the Optimization Landscapes for Overcomplete Representation Learning.
CoRR, 2019

Global Convergence of Least Squares EM for Demixing Two Log-Concave Densities.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Crowd Counting using DMCNN.
Proceedings of the ICIAI 2019: The 3rd International Conference on Innovation in Artificial Intelligence, 2019

A Deep Convolutional-Recurrent Neural Network for Freezing of Gait Detection in Patients with Parkinson's Disease.
Proceedings of the 12th International Congress on Image and Signal Processing, 2019

2018
Dictionary Learning in Fourier Transform Scanning Tunneling Spectroscopy.
CoRR, 2018

Structured Local Minima in Sparse Blind Deconvolution.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Density-Based Manifold Collective Clustering for Coherent Motion Detection.
Proceedings of the International Conference on Machine Vision and Applications, 2018

2017
Convolutional Phase Retrieval.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2016
Scalable Robust Matrix Recovery: Frank-Wolfe Meets Proximal Methods.
SIAM J. Sci. Comput., 2016

Quantitative estimation of electro-osmosis force on charged particles inside a borosilicate resistive-pulse sensor.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Fast Face Sketch Synthesis via KD-Tree Search.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

2014
Efficient Point-to-Subspace Query in ℓ<sup>1</sup> with Application to Robust Object Instance Recognition.
SIAM J. Imaging Sci., 2014

2013
Toward Guaranteed Illumination Models for Non-convex Objects.
Proceedings of the IEEE International Conference on Computer Vision, 2013

2012
Efficient Point-to-Subspace Query in ℓ<sup>1</sup>: Theory and Applications in Computer Vision
CoRR, 2012

Efficient Point-to-Subspace Query in ℓ<sup>1</sup> with Application to Robust Face Recognition
CoRR, 2012

Efficient Point-to-Subspace Query in ℓ1 with Application to Robust Face Recognition.
Proceedings of the Computer Vision - ECCV 2012, 2012

2011
An Image Encryption Algorithm Based on Small Permutation Array Combining.
Proceedings of the Intelligent Science and Intelligent Data Engineering, 2011


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