Huang, Zhongyi

8 publications

IJCAI 2025 A Priori Estimation of the Approximation, Optimization and Generalization Errors of Random Neural Networks for Solving Partial Differential Equations Xianliang Xu, Ye Li, Zhongyi Huang

ICML 2025 Distributed Nonparametric Estimation: From Sparse to Dense Samples per Terminal Deheng Yuan, Tao Guo, Zhongyi Huang

ICML 2025 Refined Generalization Analysis of the Deep Ritz Method and Physics-Informed Neural Networks Xianliang Xu, Ye Li, Zhongyi Huang

NeurIPS 2025 Refinement Methods for Distributed Distribution Estimation Under $\ell^p$-Losses Deheng Yuan, Tao Guo, Zhongyi Huang

AAAI 2024 Component Fourier Neural Operator for Singularly Perturbed Differential Equations Ye Li, Ting Du, Yiwen Pang, Zhongyi Huang

NeurIPS 2022 Decoupling Classifier for Boosting Few-Shot Object Detection and Instance Segmentation Bin-Bin Gao, Xiaochen Chen, Zhongyi Huang, Congchong Nie, Jun Liu, Jinxiang Lai, Guannan Jiang, Xi Wang, Chengjie Wang

ECCV 2022 tSF: Transformer-Based Semantic Filter for Few-Shot Learning Jinxiang Lai, Siqian Yang, Wenlong Liu, Yi Zeng, Zhongyi Huang, Wenlong Wu, Jun Liu, Bin-Bin Gao, Chengjie Wang

ICCV 2021 CDNet: Centripetal Direction Network for Nuclear Instance Segmentation Hongliang He, Zhongyi Huang, Yao Ding, Guoli Song, Lin Wang, Qian Ren, Pengxu Wei, Zhiqiang Gao, Jie Chen