Guanyi Wang

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 18

Top Topics

Neural Network Training

Sparse Principal Component Analysis

Integer Program

Top Venues

IEEE Trans. Signal Process.

Oper. Res. Lett.

Publications

Guanyi Wang, Mengqi Lou, Ashwin Pananjady
Do Algorithms and Barriers for Sparse Principal Component Analysis Extend to Other Structured Settings? IEEE Trans. Signal Process. 72 (2024)
Guanyi Wang, Mengqi Lou, Ashwin Pananjady
Do algorithms and barriers for sparse principal component analysis extend to other structured settings? CoRR (2023)
Santanu S. Dey, Marco Molinaro, Guanyi Wang
Solving sparse principal component analysis with global support. Math. Program. 199 (1) (2023)
Hong-an Li, Guanyi Wang, Qiaozhi Hua, Zheng Wen, Li Zhan-Li, Ting Lei
An image watermark removal method for secure internet of things applications based on federated learning. Expert Syst. J. Knowl. Eng. 40 (5) (2023)
Yutong Dai, Guanyi Wang, Frank E. Curtis, Daniel P. Robinson
A Variance-Reduced and Stabilized Proximal Stochastic Gradient Method with Support Identification Guarantees for Structured Optimization. AISTATS (2023)
Yutong Dai, Tianyi Chen, Guanyi Wang, Daniel P. Robinson
An Adaptive Half-Space Projection Method for Stochastic Optimization Problems with Group Sparse Regularization. Trans. Mach. Learn. Res. 2023 (2023)
Hong-an Li, Guanyi Wang, Kun Gao, Haipeng Li
A Gated Convolution and Self-Attention-Based Pyramid Image Inpainting Network. J. Circuits Syst. Comput. 31 (12) (2022)
Rui Chen, Oktay Günlük, Andrea Lodi, Guanyi Wang
A Simple Algorithm for Online Decision Making. CoRR (2022)
Santanu S. Dey, Rahul Mazumder, Guanyi Wang
Using ℓ1-Relaxation and Integer Programming to Obtain Dual Bounds for Sparse PCA. Oper. Res. 70 (3) (2022)
Tianyi Chen, Bo Ji, Tianyu Ding, Biyi Fang, Guanyi Wang, Zhihui Zhu, Luming Liang, Yixin Shi, Sheng Yi, Xiao Tu
Only Train Once: A One-Shot Neural Network Training And Pruning Framework. CoRR (2021)
Tianyi Chen, Bo Ji, Tianyu Ding, Biyi Fang, Guanyi Wang, Zhihui Zhu, Luming Liang, Yixin Shi, Sheng Yi, Xiao Tu
Only Train Once: A One-Shot Neural Network Training And Pruning Framework. NeurIPS (2021)
Guanyi Wang, Santanu S. Dey
Upper bounds for Model-Free Row-Sparse Principal Component Analysis. ICML (2020)
Tianyi Chen, Tianyu Ding, Bo Ji, Guanyi Wang, Yixin Shi, Sheng Yi, Xiao Tu, Zhihui Zhu
-Regularized Optimization. CoRR (2020)
Santanu S. Dey, Guanyi Wang, Yao Xie
Approximation Algorithms for Training One-Node ReLU Neural Networks. IEEE Trans. Signal Process. 68 (2020)
Tianyi Chen, Tianyu Ding, Bo Ji, Guanyi Wang, Yixin Shi, Jing Tian, Sheng Yi, Xiao Tu, Zhihui Zhu
-Regularized Optimization. ECML/PKDD (3) (2020)
Amitabh Basu, R. Kipp Martin, Christopher Thomas Ryan, Guanyi Wang
Mixed-Integer Linear Representability, Disjunctions, and Chvátal Functions - Modeling Implications. Math. Oper. Res. 44 (4) (2019)
Santanu S. Dey, Andres Iroume, Guanyi Wang
The strength of multi-row aggregation cuts for sign-pattern integer programs. Oper. Res. Lett. 46 (6) (2018)
Amitabh Basu, R. Kipp Martin, Christopher Thomas Ryan, Guanyi Wang
Mixed-Integer Linear Representability, Disjunctions, and Variable Elimination. IPCO (2017)
Zhongliang Deng, Guanyi Wang, Zhongwei Zhan, Hui Dong
Accurate Assessment Model for Multi-system GNSS. ICICA (2) (2013)