Guanyi Wang

According to our database, Guanyi Wang authored at least 21 papers between 2013 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Simulation Analysis of Inverting Marine Vertical Deflection Using Spaceborne GNSS-R Interferometric Altimetry.

Lichang Duan, Junming Xia, Weihua Bai, Zhenhe Zhai, Feixiong Huang, Cong Yin, Yueqiang Sun, Qifei Du, Dongwei Wang, Xianyi Wang, Yixuan Sun, Shengyu Kang, Guanyi Wang, Xiaofeng Meng, Yunlong Du

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

2024

Do Algorithms and Barriers for Sparse Principal Component Analysis Extend to Other Structured Settings?

Guanyi Wang, Mengqi Lou, Ashwin Pananjady

IEEE Trans. Signal Process., 2024

A framework for fair decision-making over time with time-invariant utilities.

Andrea Lodi, Sriram Sankaranarayanan, Guanyi Wang

Eur. J. Oper. Res., 2024

Solving Sparse & High-Dimensional-Output Regression via Compression.

Renyuan Li, Zhehui Chen, Guanyi Wang

CoRR, 2024

Fiber Optic 3-axis Force Sensing One-Piece Grasper for Minimally Invasive Surgery.

Tianliang Li, Mingchang Du, Guanyi Wang, Zebin Zhao, Chen Zhao, Jun Wang, Yu Xu, Yaqing Xu, Yuegang Tan

Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2024

2023

An image watermark removal method for secure internet of things applications based on federated learning.

Hong-an Li, Guanyi Wang, Qiaozhi Hua, Zheng Wen, Li Zhan-Li, Ting Lei

Expert Syst. J. Knowl. Eng., June, 2023

Solving sparse principal component analysis with global support.

Santanu S. Dey, Marco Molinaro, Guanyi Wang

Math. Program., May, 2023

An Adaptive Half-Space Projection Method for Stochastic Optimization Problems with Group Sparse Regularization.

Yutong Dai, Tianyi Chen, Guanyi Wang, Daniel P. Robinson

Trans. Mach. Learn. Res., 2023

A Variance-Reduced and Stabilized Proximal Stochastic Gradient Method with Support Identification Guarantees for Structured Optimization.

Yutong Dai, Guanyi Wang, Frank E. Curtis, Daniel P. Robinson

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

A Gated Convolution and Self-Attention-Based Pyramid Image Inpainting Network.

Hong-an Li, Guanyi Wang, Kun Gao, Haipeng Li

J. Circuits Syst. Comput., 2022

Using ℓ1-Relaxation and Integer Programming to Obtain Dual Bounds for Sparse PCA.

Santanu S. Dey, Rahul Mazumder, Guanyi Wang

Oper. Res., 2022

A Simple Algorithm for Online Decision Making.

Rui Chen, Oktay Günlük, Andrea Lodi, Guanyi Wang

CoRR, 2022

2021

Only Train Once: A One-Shot Neural Network Training And Pruning Framework.

Tianyi Chen, Bo Ji, Tianyu Ding, Biyi Fang, Guanyi Wang, Zhihui Zhu, Luming Liang, Yixin Shi, Sheng Yi, Xiao Tu

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Approximation Algorithms for Training One-Node ReLU Neural Networks.

Santanu S. Dey, Guanyi Wang, Yao Xie

IEEE Trans. Signal Process., 2020

Orthant Based Proximal Stochastic Gradient Method for 𝓁₁-Regularized Optimization.

Tianyi Chen, Tianyu Ding, Bo Ji, Guanyi Wang, Yixin Shi, Sheng Yi, Xiao Tu, Zhihui Zhu

CoRR, 2020

Orthant Based Proximal Stochastic Gradient Method for ℓ ₁-Regularized Optimization.

Tianyi Chen, Tianyu Ding, Bo Ji, Guanyi Wang, Yixin Shi, Jing Tian, Sheng Yi, Xiao Tu, Zhihui Zhu

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Upper bounds for Model-Free Row-Sparse Principal Component Analysis.

Guanyi Wang, Santanu S. Dey

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Mixed-Integer Linear Representability, Disjunctions, and Chvátal Functions - Modeling Implications.

Amitabh Basu, R. Kipp Martin, Christopher Thomas Ryan, Guanyi Wang

Math. Oper. Res., 2019

2018

The strength of multi-row aggregation cuts for sign-pattern integer programs.

Santanu S. Dey, Andres Iroume, Guanyi Wang

Oper. Res. Lett., 2018

2017

Mixed-Integer Linear Representability, Disjunctions, and Variable Elimination.

Amitabh Basu, R. Kipp Martin, Christopher Thomas Ryan, Guanyi Wang

Proceedings of the Integer Programming and Combinatorial Optimization, 2017

2013

Accurate Assessment Model for Multi-system GNSS.

Zhongliang Deng, Guanyi Wang, Zhongwei Zhan, Hui Dong

Proceedings of the Information Computing and Applications - 4th International Conference, 2013