Accurate Assessment Model for Multi-system GNSS. - Zhongliang Deng; Guanyi Wang; Zhongwei Zhan; Hui Dong (ICICA (2), 2013)

Mixed-Integer Linear Representability, Disjunctions, and Variable Elimination. - Amitabh Basu; R. Kipp Martin; Christopher Thomas Ryan; Guanyi Wang (IPCO, 2017)

The strength of multi-row aggregation cuts for sign-pattern integer programs. - Santanu S. Dey; Andres Iroume; Guanyi Wang (Oper. Res. Lett., 2018)

Mixed-Integer Linear Representability, Disjunctions, and Chvátal Functions - Modeling Implications. - Amitabh Basu; R. Kipp Martin; Christopher Thomas Ryan; Guanyi Wang (Math. Oper. Res., 2019)

Upper bounds for Model-Free Row-Sparse Principal Component Analysis. - Guanyi Wang; Santanu S. Dey (ICML, 2020)

Orthant Based Proximal Stochastic Gradient Method for ℓ 1-Regularized Optimization. - Tianyi Chen; Tianyu Ding; Bo Ji 003; Guanyi Wang; Yixin Shi; Jing Tian; Sheng Yi; Xiao Tu; Zhihui Zhu (ECML/PKDD (3), 2020)

Orthant Based Proximal Stochastic Gradient Method for 𝓁1-Regularized Optimization. - Tianyi Chen; Tianyu Ding; Bo Ji 003; Guanyi Wang; Yixin Shi; Sheng Yi; Xiao Tu; Zhihui Zhu (CoRR, 2020)

Approximation Algorithms for Training One-Node ReLU Neural Networks. - Santanu S. Dey; Guanyi Wang; Yao Xie 002 (IEEE Trans. Signal Process., 2020)

Only Train Once: A One-Shot Neural Network Training And Pruning Framework. - Tianyi Chen; Bo Ji 003; Tianyu Ding; Biyi Fang; Guanyi Wang; Zhihui Zhu; Luming Liang; Yixin Shi; Sheng Yi; Xiao Tu (NeurIPS, 2021)

Approximation Algorithms for Mixed Integer Non-Linear Optimization Problems. - Guanyi Wang (2021)

A Simple Algorithm for Online Decision Making. - Rui Chen; Oktay Günlük; Andrea Lodi 001; Guanyi Wang (CoRR, 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 Gated Convolution and Self-Attention-Based Pyramid Image Inpainting Network. - Hong-an Li; Guanyi Wang; Kun Gao; Haipeng Li (J. Circuits Syst. Comput., 2022)

A Variance-Reduced and Stabilized Proximal Stochastic Gradient Method with Support Identification Guarantees for Structured Optimization. - Yutong Dai 002; Guanyi Wang; Frank E. Curtis; Daniel P. Robinson (AISTATS, 2023)

An Adaptive Half-Space Projection Method for Stochastic Optimization Problems with Group Sparse Regularization. - Yutong Dai 002; Tianyi Chen; Guanyi Wang; Daniel P. Robinson (Trans. Mach. Learn. Res., 2023)

Solving sparse principal component analysis with global support. - Santanu S. Dey; Marco Molinaro 001; Guanyi Wang (Math. Program., 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 001; Li Zhan-Li; Ting Lei (Expert Syst. J. Knowl. Eng., 2023)

Solving Sparse & High-Dimensional-Output Regression via Compression. - Renyuan Li; Zhehui Chen; Guanyi Wang (NeurIPS, 2024)

Fiber Optic 3-axis Force Sensing One-Piece Grasper for Minimally Invasive Surgery. - Tianliang Li; Mingchang Du; Guanyi Wang; Zebin Zhao 005; Chen Zhao; Jun Wang; Yu Xu; Yaqing Xu; Yuegang Tan (RCAR, 2024)

A framework for fair decision-making over time with time-invariant utilities. - Andrea Lodi 001; Sriram Sankaranarayanan 002; Guanyi Wang (Eur. J. Oper. Res., 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)

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; et al. (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Comparative Analysis of SWH Retrieval Between BDS-R and GPS-R Utilizing FY-3E/GNOS-II Data. - Hui Yu; Qifei Du; Junming Xia; Feixiong Huang; Cong Yin; Xiaofeng Meng 005; Weihua Bai; Yueqiang Sun; Xianyi Wang; Lichang Duan; Yixuan Sun; Guanyi Wang; et al. (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)