彭亚新｜上海大学｜学者主页

2026

Interpretable feature modeling for robust color watermarking in the quaternion framework

Yong Chen, Zhigang Jia, Hao Peng, Yaxin Peng, Yan Peng

Expert Systems With Applications，Vol. 295

DOI

2026

GNN谱视角下的跨网络节点分类

朱兆迪，彭亚新

《上海大学学报(自然科学版)》

2026

Sliding physical invariant neural operator for long-term prediction of complex dynamics in physical systems

Yanjie Wang, Ying Li, Yaxin Peng, Shihui Ying

National Science Review

DOI

2026

Tackling value estimation bias in successor features by distributional reinforcement learning

Mengxiao Lu, Yirui Zhou, Shao-Rong Xie, Yaxin Peng, Xiaofeng Zhang, Yang-Chun Zhang

Applied Soft Computing

DOI

2025

基于几何视角的无监督域适应分类方法

赵芳榕，朱振中，彭亚新

《上海大学学报(自然科学版)》

2025

Offline Robustness of Distributional Actor-Critic Ensemble Reinforcement Learning

Zhongcui Ma, Dandan Lai, Jian-Xiang Zhu, Yaxin Peng

Advances in Pure Mathematics

DOI

2025

The Adaptive Q-Network for Recommendation Tasks with Dynamic Item Space

Jian-Xiang Zhu, Dandan Lai, Zhongcui Ma, Yaxin Peng

AAAI Conference on Artificial Intelligence

DOI

2024

A memory pool variational autoencoder framework for cross-domain recommendation

Jie Yang, Jianxiang Zhu, Xiaofeng Ding, Yaxin Peng, Yangchun Zhang

Expert Systems With Applications，Vol. 241

DOI

2023

CP3: Channel Pruning Plug-in for Point-Based Networks

Yaomin Huang, Ning Liu, Zhengping Che, Zhiyuan Xu, Chaomin Shen, Yaxin Peng, Guixu Zhang, Xin-Mei Liu, Fei-Fei Feng, Jian Tang

Computer Vision and Pattern Recognition

DOI

2023

Recognizable Information Bottleneck

Yilin Lyu, Xin Liu, M. Song, Xinyue Wang, Yaxin Peng, T. Zeng, L. Jing

International Joint Conference on Artificial Intelligence

DOI

2023

Distributional generative adversarial imitation learning with reproducing kernel generalization

Yirui Zhou, Mengxiao Lu, Xiaowei Liu, Zhengping Che, Zhiyuan Xu, Jian Tang, Yang-Chun Zhang, Yan Peng, Yaxin Peng

Neural Networks

DOI

2023

Efficient Robust Watermarking Based on Structure-Preserving Quaternion Singular Value Decomposition

Yong Chen, Zhiyuan Jia, Yaxin Peng, Yan Peng

IEEE Transactions on Image Processing

DOI

2023

Exploring Gradient Explosion in Generative Adversarial Imitation Learning: A Probabilistic Perspective

Wanying Wang, Yi-Chen Zhu, Yirui Zhou, Chaomin Shen, Jian Tang, Zhiyuan Xu, Yaxin Peng, Yang-Chun Zhang

AAAI Conference on Artificial Intelligence

DOI

2023

A coarse-to-fine unsupervised domain adaptation method based on metric learning

Yaxin Peng, Keni Yang, Fangrong Zhao, Chaomin Shen, Yang-Chun Zhang

Journal of Intelligent & Fuzzy Systems

DOI

2022

Semisupervised SAR image change detection based on a siamese variational autoencoder

Guangwei Zhao, Yaxin Peng

Information Processing & Management，Vol. 59, No. 1

DOI

2022

基于流形假设的骨架序列动作识别算法

彭亚新，赵倩

《上海大学学报(自然科学版)》

2022

Generalization and Computation for Policy Classes of Generative Adversarial Imitation Learning

Yirui Zhou, Yang-Chun Zhang, Xiao-Wei Liu, Wanying Wang, Zhengping Che, Zhiyuan Xu, Jian Tang, Yaxin Peng

Parallel Problem Solving from Nature

DOI

2022

Label-Guided Auxiliary Training Improves 3D Object Detector

Yaomin Huang, Xin-Mei Liu, Yi-Chen Zhu, Zhiyuan Xu, Chaomin Shen, Zhengping Che, Guixu Zhang, Yaxin Peng, Fei-Fei Feng, Jian Tang

European Conference on Computer Vision

DOI

2022

Scale robust point matching-Net: End-to-end scale point matching using Lie group

Xin Wang, Hui Ding, Guangwei Zhao, Yaxin Peng, Chaomin Shen

IET Computer Vision

DOI

2022

SAB Net: A Semantic Attention Boosting Framework for Semantic Segmentation

Xiaofeng Ding, Chaomin Shen, T. Zeng, Yaxin Peng

IEEE Transactions on Neural Networks and Learning Systems

DOI

2021

VAN: Voting and Attention Based Network for Unsupervised Medical Image Registration

Zhi-Xiang Zu, Guixu Zhang, Yaxin Peng, Z. Ye, Chaomin Shen

Pacific Rim International Conference on Artificial Intelligence

DOI

2021

Improved unsupervised domain adaptation network based on category attention

Longhao Fan, Shou-Wei Gao, Fan Zhu, Zhen-Zhong Zhu, Chaozheng Zhou, Yaxin Peng

Journal of Physics, Conference Series

DOI

2021

A new initialization method based on normed statistical spaces in deep networks

Hongfei Yang, Xiaofeng Ding, R. Chan, Hui Hu, Yaxin Peng, T. Zeng

Inverse Problems and Imaging

DOI

2021

SCARF: A Semantic Constrained Attention Refinement Network for Semantic Segmentation

Xiaofeng Ding, Chaomin Shen, Zhengping Che, T. Zeng, Yaxin Peng

2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)

DOI

2021

Multi-Stage Fusion for Multi-Class 3D Lidar Detection

Ze-hou Wang, Zhen Zhao, Zhao Jin, Zhengping Che, Jian-Bo Tang, Chaomin Shen, Yaxin Peng

2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)

DOI

2021

A new structure-preserving quaternion QR decomposition method for color image blind watermarking

Yong Chen, Zhiyuan Jia, Yan Peng, Yaxin Peng, Dan Zhang

Signal Processing

DOI

2021

Hybrid Atlas Building with Deep Registration Priors

Nian Wu, Jian Wang, Miaomiao Zhang, Guixu Zhang, Yaxin Peng, Chaomin Shen

IEEE International Symposium on Biomedical Imaging

DOI

2021

A New Initialization Method for Neural Networks with Weight Sharing

Xiaofeng Ding, Hongfei Yang, R. Chan, Hui Hu, Yaxin Peng, T. Zeng

Springer Proceedings in Mathematics & statistics

DOI

2021

WADE-Net: Weighted Aggregation with Density Estimation for Point Cloud Place Recognition

Ke Liu, Xing Wang, Yaxin Peng, Zhen Ye, Chaozheng Zhou

Advances in Pure Mathematics

DOI

2021

Semantic Constraint Based Unsupervised Domain Adaptation for Cardiac Segmentation

Xin Wang, F. Zhu, Yaxin Peng, Chaomin Shen, Zhen Ye, Chaozheng Zhou

Advances in Pure Mathematics

DOI

2020

Large-Scale Place Recognition Based on Camera-LiDAR Fused Descriptor

Shaorong Xie, Chao Pan, Yaxin Peng, Ke Liu, Shi-Hui Ying

Italian National Conference on Sensors

DOI

2020

CAB U-Net: An end-to-end category attention boosting algorithm for segmentation

Xiaofeng Ding, Yaxin Peng, Chaomin Shen, T. Zeng

Comput. Medical Imaging Graph.

DOI

2020

A Local-to-Global Metric Learning Framework From the Geometric Insight

Yaxin Peng, Nijing Zhang, Ying Li, Shi-Hui Ying

IEEE Access

DOI

2020

Label Smoothing Technique for Ordinal Classification in Cloud Assessment

Yuxuan Wei, Qixuan Liu, Guixu Zhang, Yaxin Peng, Chaomin Shen

IEEE International Geoscience and Remote Sensing Symposium

DOI

2020

A Coarse-to-Fine Generalized-ICP Algorithm With Trimmed Strategy

Xin Wang, Yun Li, Yaxin Peng, Shi-Hui Ying

IEEE Access

DOI

2019

Strict Subspace and Label-Space Structure for Domain Adaptation

Ying Li, Pei Zhang, Lin Cheng, Yaxin Peng, Chaomin Shen

Knowledge Science, Engineering and Management

DOI

2019

Manifold Alignment and Distribution Adaptation for Unsupervised Domain Adaptation

Ying Li, Lin Cheng, Yaxin Peng, Zhi-Jie Wen, Shi-Hui Ying

IEEE International Conference on Multimedia and Expo

DOI

2019

Partial Alignment of Data Sets Based on Fast Intrinsic Feature Match

Yaxin Peng, Naiwu Wen, Xiaohuang Zhu, Chaomin Shen

Knowledge Science, Engineering and Management

DOI

2019

Geometric Understanding for Unsupervised Subspace Learning

Shi-Hui Ying, Lipeng Cai, Changzhou He, Yaxin Peng

International Joint Conference on Artificial Intelligence

DOI

2019

Segmentation of the kidney and its tumor

Ke-Qiao Zhu, Chunhua Shen, Yaxin Peng, Xiaofeng Ding

Submissions to the 2019 Kidney Tumor Segmentation Challenge: KiTS19

DOI

2019

Defending Against Adversarial Attacks by Suppressing the Largest Eigenvalue of Fisher Information Matrix

Chaomin Shen, Yaxin Peng, Guixu Zhang, Jin-Song Fan

arXiv.org

2019

Parallel calibration based on modified trim strategy

Yaxin Peng, Naiwu Wen, Chaomin Shen, Xiaohuang Zhu, Shi-Hui Ying

Assembly Automation

DOI

2019

Preface: Special Issue on Optimization Models and Algorithms in Artificial Intelligence

Yaxin Peng, S. Du, T. Zeng

Journal of the Operations Research Society of China

DOI

2019

Deep Ordinal Classification for Automatic Cloud Assessment

Qixuan Liu, Jin-Song Fan, Chaomin Shen, Yaxin Peng, Wei Peng

IEEE International Geoscience and Remote Sensing Symposium

DOI

2019

Asymmetric Local Metric Learning with PSD Constraint for Person Re-identification

Zhi-Jie Wen, Mingyang Sun, Ying Li, Shi-Hui Ying, Yaxin Peng

IEEE International Conference on Robotics and Automation

DOI

2019

Intrinsic Metric Learning With Subspace Representation

Lipeng Cai, Shi-Hui Ying, Yaxin Peng, Changzhou He, S. Du

IEEE Access

DOI

2019

An Improved Deep Polynomial Network Algorithm for Transcranial Sonography–Based Diagnosis of Parkinson’s Disease

Lu Shen, Jun Shi, Yun Dong, Shi-Hui Ying, Yaxin Peng, Lu Chen, Qi Zhang, H. An, Yingchun Zhang

Cognitive Computation

DOI

2018

基于带约束隐表示的非线性形状配准

郑杨，胡娟，王永波，彭亚新

《运筹学学报(中英文)》

2018

Enhanced Metric Learning via Dempster-Shafer Evidence Theory

Ying Li, Yabo Zhang, Yaxin Peng

International Conference on Neural Information Processing

DOI

2018

Cloud Cover Assessment in Satellite Images Via Deep Ordinal Classification

Chaomin Shen, Chenxiao Zhao, Mixue Yu, Yaxin Peng

IEEE International Geoscience and Remote Sensing Symposium

DOI

2018

Parallel Hashing Using Representative Points in Hyperoctants

Chaomin Shen, Mixue Yu, Chenxiao Zhao, Yaxin Peng, Guixu Zhang

International Conference on Information and Knowledge Management

DOI

2018

Global Nonlinear Metric Learning by Gluing Local Linear Metrics

Yaxin Peng, Lingfang Hu, Shi-Hui Ying, Chaomin Shen

SDM

DOI

2018

The Adversarial Attack and Detection under the Fisher Information Metric

Chenxiao Zhao, P. Fletcher, Mixue Yu, Yaxin Peng, Guixu Zhang, Chaomin Shen

AAAI Conference on Artificial Intelligence

DOI

2018

Manifold Preserving: An Intrinsic Approach for Semisupervised Distance Metric Learning

Shi-Hui Ying, Zhi-Jie Wen, Jun Shi, Yaxin Peng, Ji-Gen Peng, Hong Qiao

IEEE Transactions on Neural Networks and Learning Systems

DOI

2018

Performance Analysis for SVM Combining with Metric Learning

Lingfang Hu, Juan Hu, Zhen Ye, Chaomin Shen, Yaxin Peng

Neural Processing Letters

DOI

2017

Nonlinear image registration with bidirectional metric and reciprocal regularization

Shihui Ying, Dan Li, Bin Xiao, Yaxin Peng, S. Du, Meifeng Xu

PLoS ONE

DOI

2017

Nonlinear Semi-Supervised Metric Learning Via Multiple Kernels and Local Topology

X. Li, Yanqin Bai, Yaxin Peng, S. Du, Shihui Ying

International Journal of Neural Systems

DOI

2016

Compute Karcher means on SO(n) by the geometric conjugate gradient method

Shi-Hui Ying, Hanshu Qin, Yaxin Peng, Zhi-Jie Wen

Neurocomputing

DOI

2016

Virus image classification using multi-scale completed local binary pattern features extracted from filtered images by multi-scale principal component analysis

Zhi-Jie Wen, Zhuojun Li, Yaxin Peng, Shi-Hui Ying

Pattern Recognition Letters

DOI

2016

Object(s)-of-interest segmentation for images with inhomogeneous intensities based on curve evolution

Yaxin Peng, L. Bao, Ling Pi

Neurocomputing

DOI

2016

Joint distribution adaptation based TSK Fuzzy logic system for epileptic EEG signal identification

Hao Feng, Yaxin Peng, Guixu Zhang, Chaomin Shen

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2014

求解图像分割CV模型的BB算法

彭亚新，陈飒飒，沈超敏，应时辉

《运筹学学报(中英文)》

2014

LieTrICP: An improvement of trimmed iterative closest point algorithm

Jianmin Dong, Yaxin Peng, Shi-Hui Ying, Zhi-Yu Hu

Neurocomputing

DOI

2014

Spectral unmixing using Lasso screening rules

Chaomin Shen, X. Shi, Yingying Xu, Yaxin Peng

2014 IEEE Geoscience and Remote Sensing Symposium

DOI

2013

Chan-Vese模型的共轭梯度算法

屈健健，应时辉，彭亚新

《应用数学与计算数学学报》

2013

Soft shape registration under Lie group frame

Yaxin Peng, Wei Lin, Shi-Hui Ying, Ji-Gen Peng

IET Computer Vision

DOI

2013

Trimmed strategy for affine registration of point sets

Yaxin Peng, Shi-Hui Ying, Jingxi Qin, T. Zeng

DOI

2013

Correction of intensity inhomogeneity in SAR images via variational approach

Bin Xiao, Yaxin Peng

GEOINFORMATICS

DOI

2012

Lie-EM-ICP algorithm: a novel frame for 2D shape registration

Chun Shao, Chaomin Shen, Yaxin Peng, Shi-Hui Ying

Asia-Pacific Environmental Remote Sensing

DOI

2012

A novel statistical method for 3D range data registration based on Lie group framework

Yaxin Peng, Wei Lin, Chaomin Shen, Shi-Hui Ying

Asia-Pacific Environmental Remote Sensing

DOI

2011

Iwasawa decomposition: a new approach to 2D affine registration problem

Shi-Hui Ying, Yaxin Peng, Zhi-Jie Wen

Pattern Analysis and Applications

DOI

2011

A novel classification method based on membership function

Yaxin Peng, Chaomin Shen, Li-Jia Wang, Guixu Zhang

Medical Imaging

DOI

2010

Denoising point clouds using pulling-back method

Chaomin Shen, Yaxin Peng, Guixu Zhang

Optical Engineering + Applications

DOI

2010

Variational Color Image Segmentation via Chromaticity-Brightness Decomposition

Zheng Bao, Yajun Liu, Yaxin Peng, Guixu Zhang

Conference on Multimedia Modeling

DOI

2009

A semi-automatic method for burn scar delineation using a modified Chan-Vese model

Yaxin Peng, Ling Pi, Chaomin Shen

Computational Geosciences

DOI

2009

A modified Chan–Vese model and its theoretical proof☆

Ling Pi, Yaxin Peng, Chun-Li Shen, Fang Li

DOI

2008

流形上的非线性分析及其在数字图像处理中的应用

彭亚新

《华东师范大学》

2007

Speckle removal of multi-polarisation SAR imagery using variational method

Yaxin Peng, Fang Li, Jing Qin, Chaomin Shen

International Symposium on Multispectral Image Processing and Pattern Recognition

DOI

2007

Registration and mosaicking of cloud contaminated images

Fang Li, Yaxin Peng, Shunlai Xing, Chaomin Shen

GEOINFORMATICS

DOI

2007

Variational-based speckle noise removal of SAR imagery

Chaomin Shen, Yaxin Peng, Ling Pi, Zhi-Bin Li

IEEE International Geoscience and Remote Sensing Symposium

DOI

2007

Forward image mapping using image inpainting

Chaomin Shen, Ailian Fang, Fang Li, Yaxin Peng

GEOINFORMATICS

DOI

Fast quaternion QR algorithm: Advancing watermarking with multifaceted capabilities

Yong Chen, Zhi-Wei Jia, Hao Peng, Yaxin Peng, Yan Peng

Signal Processing

DOI

精选作品

期刊论文

Interpretable feature modeling for robust color watermarking in the quaternion framework

GNN谱视角下的跨网络节点分类

Sliding physical invariant neural operator for long-term prediction of complex dynamics in physical systems

Tackling value estimation bias in successor features by distributional reinforcement learning

基于几何视角的无监督域适应分类方法

Offline Robustness of Distributional Actor-Critic Ensemble Reinforcement Learning

The Adaptive Q-Network for Recommendation Tasks with Dynamic Item Space

A memory pool variational autoencoder framework for cross-domain recommendation

CP3: Channel Pruning Plug-in for Point-Based Networks

Recognizable Information Bottleneck

Distributional generative adversarial imitation learning with reproducing kernel generalization

Efficient Robust Watermarking Based on Structure-Preserving Quaternion Singular Value Decomposition

Exploring Gradient Explosion in Generative Adversarial Imitation Learning: A Probabilistic Perspective

A coarse-to-fine unsupervised domain adaptation method based on metric learning

Semisupervised SAR image change detection based on a siamese variational autoencoder

基于流形假设的骨架序列动作识别算法

Generalization and Computation for Policy Classes of Generative Adversarial Imitation Learning

Label-Guided Auxiliary Training Improves 3D Object Detector

Scale robust point matching-Net: End-to-end scale point matching using Lie group

SAB Net: A Semantic Attention Boosting Framework for Semantic Segmentation

VAN: Voting and Attention Based Network for Unsupervised Medical Image Registration

Improved unsupervised domain adaptation network based on category attention

A new initialization method based on normed statistical spaces in deep networks

SCARF: A Semantic Constrained Attention Refinement Network for Semantic Segmentation

Multi-Stage Fusion for Multi-Class 3D Lidar Detection

A new structure-preserving quaternion QR decomposition method for color image blind watermarking

Hybrid Atlas Building with Deep Registration Priors

A New Initialization Method for Neural Networks with Weight Sharing

WADE-Net: Weighted Aggregation with Density Estimation for Point Cloud Place Recognition

Semantic Constraint Based Unsupervised Domain Adaptation for Cardiac Segmentation

Large-Scale Place Recognition Based on Camera-LiDAR Fused Descriptor

CAB U-Net: An end-to-end category attention boosting algorithm for segmentation

A Local-to-Global Metric Learning Framework From the Geometric Insight

Label Smoothing Technique for Ordinal Classification in Cloud Assessment

A Coarse-to-Fine Generalized-ICP Algorithm With Trimmed Strategy

Strict Subspace and Label-Space Structure for Domain Adaptation

Manifold Alignment and Distribution Adaptation for Unsupervised Domain Adaptation

Partial Alignment of Data Sets Based on Fast Intrinsic Feature Match

Geometric Understanding for Unsupervised Subspace Learning

Segmentation of the kidney and its tumor

Defending Against Adversarial Attacks by Suppressing the Largest Eigenvalue of Fisher Information Matrix

Parallel calibration based on modified trim strategy

Preface: Special Issue on Optimization Models and Algorithms in Artificial Intelligence

Deep Ordinal Classification for Automatic Cloud Assessment

Asymmetric Local Metric Learning with PSD Constraint for Person Re-identification

Intrinsic Metric Learning With Subspace Representation

An Improved Deep Polynomial Network Algorithm for Transcranial Sonography–Based Diagnosis of Parkinson’s Disease

基于带约束隐表示的非线性形状配准

Enhanced Metric Learning via Dempster-Shafer Evidence Theory

Cloud Cover Assessment in Satellite Images Via Deep Ordinal Classification

Parallel Hashing Using Representative Points in Hyperoctants

Global Nonlinear Metric Learning by Gluing Local Linear Metrics

The Adversarial Attack and Detection under the Fisher Information Metric

Manifold Preserving: An Intrinsic Approach for Semisupervised Distance Metric Learning

Performance Analysis for SVM Combining with Metric Learning

Nonlinear image registration with bidirectional metric and reciprocal regularization

Nonlinear Semi-Supervised Metric Learning Via Multiple Kernels and Local Topology

Compute Karcher means on SO(n) by the geometric conjugate gradient method

Virus image classification using multi-scale completed local binary pattern features extracted from filtered images by multi-scale principal component analysis

Object(s)-of-interest segmentation for images with inhomogeneous intensities based on curve evolution

Joint distribution adaptation based TSK Fuzzy logic system for epileptic EEG signal identification

求解图像分割CV模型的BB算法

LieTrICP: An improvement of trimmed iterative closest point algorithm

Spectral unmixing using Lasso screening rules

Chan-Vese模型的共轭梯度算法

Soft shape registration under Lie group frame

Trimmed strategy for affine registration of point sets

Correction of intensity inhomogeneity in SAR images via variational approach

Lie-EM-ICP algorithm: a novel frame for 2D shape registration

A novel statistical method for 3D range data registration based on Lie group framework

Iwasawa decomposition: a new approach to 2D affine registration problem

A novel classification method based on membership function

Denoising point clouds using pulling-back method

Variational Color Image Segmentation via Chromaticity-Brightness Decomposition

A semi-automatic method for burn scar delineation using a modified Chan-Vese model

A modified Chan–Vese model and its theoretical proof☆

流形上的非线性分析及其在数字图像处理中的应用

Speckle removal of multi-polarisation SAR imagery using variational method