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Puhua Chen
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Publications
- 2025
- [j70]Yanbiao Ma
, Licheng Jiao
, Fang Liu
, Lingling Li
, Wenping Ma
, Shuyuan Yang
, Xu Liu
, Puhua Chen
:
Unveiling and Mitigating Generalized Biases of DNNs Through the Intrinsic Dimensions of Perceptual Manifolds. IEEE Trans. Pattern Anal. Mach. Intell. 47(3): 2237-2244 (2025) - [j69]Yanbiao Ma
, Licheng Jiao
, Fang Liu
, Maoji Wen, Lingling Li
, Wenping Ma
, Shuyuan Yang
, Xu Liu
, Puhua Chen
:
Predicting and Enhancing the Fairness of DNNs With the Curvature of Perceptual Manifolds. IEEE Trans. Pattern Anal. Mach. Intell. 47(5): 3394-3411 (2025) - [j63]Xueli Geng
, Licheng Jiao
, Xu Liu
, Lingling Li
, Puhua Chen
, Fang Liu
, Shuyuan Yang
:
A Spatial-Spectral Relation-Guided Fusion Network for Multisource Optical RS Image Classification. IEEE Trans. Neural Networks Learn. Syst. 36(5): 8991-9004 (2025) - 2024
- [j62]Licheng Jiao, Xue Song, Chao You
, Xu Liu, Lingling Li, Puhua Chen, Xu Tang, Zhixi Feng, Fang Liu, Yuwei Guo, Shuyuan Yang, Yangyang Li, Xiangrong Zhang, Wenping Ma, Shuang Wang, Jing Bai, Biao Hou:
AI meets physics: a comprehensive survey. Artif. Intell. Rev. 57(9): 256 (2024) - [j61]Yanbiao Ma
, Licheng Jiao, Fang Liu, Shuyuan Yang, Xu Liu, Puhua Chen:
Geometric Prior Guided Feature Representation Learning for Long-Tailed Classification. Int. J. Comput. Vis. 132(7): 2493-2510 (2024) - [j56]Mengkun Liu
, Licheng Jiao
, Xu Liu
, Lingling Li
, Fang Liu
, Shuyuan Yang
, Yuwei Guo
, Puhua Chen
:
$C^{2}N^{2}$: Complex-Valued Contourlet Neural Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 4478-4491 (2024) - [j48]Xiaoyan Yang
, Licheng Jiao
, Yangyang Li
, Xu Liu
, Lingling Li
, Puhua Chen
, Fang Liu
, Shuyuan Yang
:
High-Order Relation Learning Transformer for Satellite Video Object Tracking. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j47]Yuting Yang
, Licheng Jiao
, Lingling Li
, Xu Liu
, Fang Liu
, Puhua Chen
, Shuyuan Yang
:
LGLFormer: Local-Global Lifting Transformer for Remote Sensing Scene Parsing. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j46]Xiaoyan Yang
, Licheng Jiao
, Yangyang Li
, Xu Liu
, Fang Liu
, Lingling Li
, Puhua Chen
, Shuyuan Yang
:
Relation Learning Reasoning Meets Tiny Object Tracking in Satellite Videos. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j44]Jie Chen
, Licheng Jiao
, Xu Liu
, Lingling Li
, Fang Liu
, Puhua Chen
, Shuyuan Yang
, Biao Hou
:
Hierarchical Dynamic Graph Clustering Network. IEEE Trans. Knowl. Data Eng. 36(9): 4722-4735 (2024) - [j43]Yanbiao Ma
, Licheng Jiao
, Fang Liu
, Shuyuan Yang
, Xu Liu
, Puhua Chen
:
Feature Distribution Representation Learning Based on Knowledge Transfer for Long-Tailed Classification. IEEE Trans. Multim. 26: 2772-2784 (2024) - [j41]Xiufang Li
, Licheng Jiao
, Qigong Sun
, Fang Liu
, Xu Liu
, Lingling Li
, Puhua Chen
, Shuyuan Yang
:
A Category-Aware Curriculum Learning for Data-Free Knowledge Distillation. IEEE Trans. Multim. 26: 9603-9618 (2024) - [j39]Jie Gao
, Licheng Jiao
, Xu Liu
, Lingling Li
, Puhua Chen
, Fang Liu
, Shuyuan Yang
:
Multiscale Dynamic Curvelet Scattering Network. IEEE Trans. Neural Networks Learn. Syst. 35(6): 7999-8012 (2024) - [j38]Xiaotong Li
, Licheng Jiao
, Hao Zhu
, Zhongjian Huang
, Fang Liu
, Lingling Li
, Puhua Chen
, Shuyuan Yang
:
A Complex-Former Tracker With Dynamic Polar Spatio-Temporal Encoding. IEEE Trans. Neural Networks Learn. Syst. 35(12): 17344-17358 (2024) - [i4]Yanbiao Ma, Licheng Jiao, Fang Liu, Shuyuan Yang, Xu Liu, Puhua Chen:
Geometric Prior Guided Feature Representation Learning for Long-Tailed Classification. CoRR abs/2401.11436 (2024) - [i3]Yanbiao Ma, Licheng Jiao, Fang Liu, Lingling Li, Wenping Ma, Shuyuan Yang, Xu Liu, Puhua Chen:
Unveiling and Mitigating Generalized Biases of DNNs through the Intrinsic Dimensions of Perceptual Manifolds. CoRR abs/2404.13859 (2024) - 2023
- [j34]Licheng Jiao
, Xin Zhang
, Xu Liu
, Fang Liu
, Shuyuan Yang
, Wenping Ma
, Lingling Li
, Puhua Chen
, Zhixi Feng
, Yuwei Guo
, Xu Tang
, Biao Hou
, Xiangrong Zhang
, Jing Bai
, Dou Quan
, Junpeng Zhang
:
Transformer Meets Remote Sensing Video Detection and Tracking: A Comprehensive Survey. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 1-45 (2023) - [j33]Licheng Jiao
, Zhongjian Huang
, Xu Liu
, Yuting Yang
, Mengru Ma
, Jiaxuan Zhao
, Chao You
, Biao Hou, Shuyuan Yang
, Fang Liu
, Wenping Ma
, Lingling Li
, Puhua Chen
, Zhixi Feng
, Xu Tang
, Yuwei Guo
, Xiangrong Zhang
, Dou Quan
, Shuang Wang
, Weibin Li
, Jing Bai
, Yangyang Li
, Ronghua Shang
, Jie Feng:
Brain-Inspired Remote Sensing Interpretation: A Comprehensive Survey. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 2992-3033 (2023) - [j31]Licheng Jiao
, Zhongjian Huang
, Xiaoqiang Lu
, Xu Liu
, Yuting Yang
, Jiaxuan Zhao
, Jinyue Zhang
, Biao Hou
, Shuyuan Yang
, Fang Liu
, Wenping Ma
, Lingling Li
, Xiangrong Zhang
, Puhua Chen
, Zhixi Feng
, Xu Tang
, Yuwei Guo
, Dou Quan
, Shuang Wang
, Weibin Li
, Jing Bai
, Yangyang Li
, Ronghua Shang
, Jie Feng
:
Brain-Inspired Remote Sensing Foundation Models and Open Problems: A Comprehensive Survey. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 10084-10120 (2023) - [j30]Yuting Yang
, Licheng Jiao
, Xu Liu
, Fang Liu
, Shuyuan Yang
, Lingling Li
, Puhua Chen, Xiufang Li
, Zhongjian Huang
:
Dual Wavelet Attention Networks for Image Classification. IEEE Trans. Circuits Syst. Video Technol. 33(4): 1899-1910 (2023) - [j28]Xiaoqiang Lu
, Licheng Jiao
, Lingling Li
, Fang Liu
, Xu Liu
, Shuyuan Yang
, Zhixi Feng
, Puhua Chen
:
Weak-to-Strong Consistency Learning for Semisupervised Image Segmentation. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j27]Long Sun
, Lingling Li
, Yilin Shao
, Licheng Jiao
, Xu Liu
, Puhua Chen
, Fang Liu
, Shuyuan Yang
, Biao Hou:
Which Target to Focus on: Class-Perception for Semantic Segmentation of Remote Sensing. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j24]Yuting Yang
, Licheng Jiao
, Fang Liu
, Xu Liu
, Lingling Li
, Puhua Chen
, Shuyuan Yang
:
An Explainable Spatial-Frequency Multiscale Transformer for Remote Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j18]Jun Zhang
, Licheng Jiao
, Wenping Ma
, Fang Liu
, Xu Liu
, Lingling Li
, Puhua Chen
, Shuyuan Yang
:
Transformer Based Conditional GAN for Multimodal Image Fusion. IEEE Trans. Multim. 25: 8988-9001 (2023) - [i1]Yanbiao Ma, Licheng Jiao, Fang Liu, Shuyuan Yang, Xu Liu, Puhua Chen:
Data-Centric Long-Tailed Image Recognition. CoRR abs/2311.01744 (2023) - 2022
- [j16]Xiaoqiang Lu
, Licheng Jiao
, Fang Liu
, Shuyuan Yang
, Xu Liu
, Zhixi Feng
, Lingling Li
, Puhua Chen:
Simple and Efficient: A Semisupervised Learning Framework for Remote Sensing Image Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - 2019
- [j8]Wei Zhao
, Wenping Ma, Licheng Jiao
, Puhua Chen, Shuyuan Yang, Biao Hou:
Multi-Scale Image Block-Level F-CNN for Remote Sensing Images Object Detection. IEEE Access 7: 43607-43621 (2019) - 2018
- [j6]Jing Gu, Licheng Jiao
, Fang Liu, Shuyuan Yang, Rongfang Wang, Puhua Chen, Yuanhao Cui
, Junhu Xie, Yake Zhang:
Random subspace based ensemble sparse representation. Pattern Recognit. 74: 544-555 (2018) - 2017
- [j5]Hongying Liu
, Shuyuan Yang, Shuiping Gou
, Puhua Chen
, Yikai Wang, Licheng Jiao
:
Fast Classification for Large Polarimetric SAR Data Based on Refined Spatial-Anchor Graph. IEEE Geosci. Remote. Sens. Lett. 14(9): 1589-1593 (2017)

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