LPUWF-LDM: Enhanced latent diffusion model for precise late-phase UWF-FA generation on limited dataset - Zhaojie Fang; Xiao Yu; Guanyu Zhou; Ke Zhuang; Yifei Chen; Ruiquan Ge; Changmiao Wang; Gangyong Jia; Qing Wu; Juan Ye; Maimaiti Nuliqiman; Peifang Xu; et al. (Expert Syst. Appl., 2025)

Macroscopic Auxiliary Asymptotic Preserving Neural Networks for the Linear Radiative Transfer Equations - Hongyan Li; Song Jiang; Wenjun Sun; Liwei Xu; Guanyu Zhou (J. Sci. Comput., 2025)

The Finite Element Method for the Navier-Stokes Equation with a Frictional Interface Condition - Rui Luo; Ping Zeng; Guanyu Zhou (J. Sci. Comput., 2025)

Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality - Guanyu Zhou; Yibo Yan; Xin Zou; Kun Wang; Aiwei Liu; Xuming Hu (The Thirteenth International Conference on Learning Representations, ICLR 2025, Singapore, April 24-28, 2025, 2025)

CSF-NET: Cross-Modal Spatiotemporal Fusion Network for Pulmonary Nodule Malignancy Predicting - Yin Shen; Zhaojie Fang; Ke Zhuang; Guanyu Zhou; Xiao Yu; Yucheng Zhao; Yuan Tian; Ruiquan Ge; Changmiao Wang; Xiaopeng Fan; Ahmed Elazab (22nd IEEE International Symposium on Biomedical Imaging, ISBI 2025, Houston, TX, USA, April 14-17, 2025, 2025)

A linear HDG scheme for the diffusion type Peterlin viscoelastic problem - Sibang Gou; Jingyan Hu; Qi Wang; Feifei Jing; Guanyu Zhou (CoRR, 2025)

Learning high-accuracy numerical schemes for hyperbolic equations on coarse meshes - Jinrui Zhou; Yiqi Gu; Hua Shen; Liwei Xu; Juan Zhang; Guanyu Zhou (CoRR, 2025)

The mixed method with two Lagrange multiplier formulations for the Signorini problem - Qi Wang; Jingyan Hu; Guanyu Zhou (J. Comput. Appl. Math., 2024)

Analysis of an Energy-Dissipating Finite Volume Scheme on Admissible Mesh for the Aggregation-Diffusion Equations - Ping Zeng; Guanyu Zhou (J. Sci. Comput., 2024)

Resilient Topology Design for EV Charging Network Based on Percolation-Fractal Analytics - Qianyu Dong; Guanyu Zhou; Zhao Xu; Youwei Jia (IEEE Trans. Smart Grid, 2024)

A Progressive Planning Scheme for Dynamic Expansion of Electric Vehicle Charging Resources - Qilin Huang; Guanyu Zhou; Han Wang; Qianyu Dong; Youwei Jia (IEEE Trans. Smart Grid, 2024)

Macroscopic auxiliary asymptotic preserving neural networks for the linear radiative transfer equations - Hongyan Li; Song Jiang; Wenjun Sun; Liwei Xu; Guanyu Zhou (CoRR, 2024)

TC-KANRecon: High-Quality and Accelerated MRI Reconstruction via Adaptive KAN Mechanisms and Intelligent Feature Scaling - Ruiquan Ge; Xiao Yu; Yifei Chen; Fan Jia; Shenghao Zhu; Guanyu Zhou; Yiyu Huang; Chenyan Zhang; Dong Zeng; Changmiao Wang; Qiegen Liu; Shanzhou Niu (CoRR, 2024)

LPUWF-LDM: Enhanced Latent Diffusion Model for Precise Late-phase UWF-FA Generation on Limited Dataset - Zhaojie Fang; Xiao Yu; Guanyu Zhou; Ke Zhuang; Yifei Chen; Ruiquan Ge; Changmiao Wang; Gangyong Jia; Qing Wu; Juan Ye; Maimaiti Nuliqiman; Peifang Xu; et al. (CoRR, 2024)

Predicting and Accelerating Nanomaterials Synthesis Using Machine Learning Featurization - Christopher C. Price; Yansong Li; Guanyu Zhou; Rehan Younas; Spencer S. Zeng; Tim H. Scanlon; Jason M. Munro; Christopher L. Hinkle (CoRR, 2024)

Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality - Guanyu Zhou; Yibo Yan; Xin Zou; Kun Wang; Aiwei Liu; Xuming Hu (CoRR, 2024)

OccludeNet: A Causal Journey into Mixed-View Actor-Centric Video Action Recognition under Occlusions - Guanyu Zhou; Wenxuan Liu; Wenxin Huang; Xuemei Jia; Xian Zhong; Chia-Wen Lin (CoRR, 2024)

A Fully-Discrete Finite Element Scheme and Projection-Iteration Algorithm for a Dynamic Contact Problem with Multi-contact Zones and Unilateral Constraint - Dong-Ling Cai; Jingyan Hu; Yi-bin Xiao; Ping Zeng; Guanyu Zhou (J. Sci. Comput., 2023)

The Well-Posedness and Discontinuous Galerkin Approximation for the Non-Newtonian Stokes-Darcy-Forchheimer Coupling System - Jingyan Hu; Guanyu Zhou (J. Sci. Comput., 2023)

The numerical methods for the coupled fluid flow under the leak interface condition of the friction-type - Guanyu Zhou; Feifei Jing; Takahito Kashiwabara (Numerische Mathematik, 2023)

The Convergence Analysis of Semi- and Fully-Discrete Projection-Decoupling Schemes for the Generalized Newtonian Models - Guanyu Zhou (J. Sci. Comput., 2022)

A model-data asymptotic-preserving neural network method based on micro-macro decomposition for gray radiative transfer equations - Hongyan Li; Song Jiang; Wenjun Sun; Liwei Xu; Guanyu Zhou (CoRR, 2022)

The Crouzeix-Raviart element for the Stokes equations with the slip boundary condition on a curved boundary - Guanyu Zhou; Issei Oikawa; Takahito Kashiwabara (J. Comput. Appl. Math., 2021)

An Analysis on the Finite Volume Schemes and the Discrete Lyapunov Inequalities for the Chemotaxis System - Guanyu Zhou (J. Sci. Comput., 2021)

Computational exploration of dynamic mechanisms of steady state visual evoked potentials at the whole brain level - Ge Zhang; Yan Cui; Yangsong Zhang; Hefei Cao; Guanyu Zhou; Haifeng Shu; Dezhong Yao; Yang Xia; Ke Chen; Daqing Guo (NeuroImage, 2021)

Staggered DG Method for Coupling of the Stokes and Darcy-Forchheimer Problems - Lina Zhao; Eric T. Chung; Eun-Jae Park; Guanyu Zhou (SIAM J. Numer. Anal., 2021)

Investigation and Control of Damping in VSC-MTDC System with DC Circuit Breakers - Wenzhong Ma; Jianyi Gao; Guanyu Zhou; Yan Zhang; Kuitong Zhang; Jia Han; Lei Dong (Symmetry, 2021)

A query-based quantum eigensolver - Shan Jin; Shaojun Wu; Guanyu Zhou; Ying Li; Lvzhou Li; Bo Li; Xiaoting Wang (Quantum Eng., 2020)

A Second-Order Stabilization Method for Linearizing and Decoupling Nonlinear Parabolic Systems - Buyang Li; Yuki Ueda; Guanyu Zhou (SIAM J. Numer. Anal., 2020)

Staggered DG method for coupling of the Stokes and Darcy-Forchheimer problems - Lina Zhao; Eric T. Chung; Eun-Jae Park; Guanyu Zhou (CoRR, 2019)

Finite volume methods for a Keller-Segel system: discrete energy, error estimates and numerical blow-up analysis - Guanyu Zhou; Norikazu Saito (Numerische Mathematik, 2017)

Penalty Method for the Stationary Navier-Stokes Problems Under the Slip Boundary Condition - Guanyu Zhou; Takahito Kashiwabara; Issei Oikawa (J. Sci. Comput., 2016)

Penalty method with P1/P1 finite element approximation for the Stokes equations under the slip boundary condition - Takahito Kashiwabara; Issei Oikawa; Guanyu Zhou (Numerische Mathematik, 2016)

Learning and Selecting Features Jointly with Point-wise Gated Boltzmann Machines - Kihyuk Sohn; Guanyu Zhou; Chansoo Lee; Honglak Lee (Proceedings of the 30th International Conference on Machine Learning, ICML 2013, Atlanta, GA, USA, 16-21 June 2013, 2013)

Online Incremental Feature Learning with Denoising Autoencoders - Guanyu Zhou; Kihyuk Sohn; Honglak Lee (Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, AISTATS 2012, La Palma, Canary Islands, Spain, April 21-23, 2012, 2012)