彭瑶｜南京邮电大学｜学者主页

期刊论文

2026

An aero-engine remaining useful life prediction method based on deformable convolutional residual attention enhanced Kolmogorov-Arnold networks with prediction advance and shape constraints

Zhihao Zhou, Yiran Shao, Bo Jiang, Peng Yao, Jinfu Liu, Daren Yu

Reliability Engineering & System Safety，Vol. 268

DOI

2025

Deep multi-attribute spatial-temporal graph convolutional recurrent neural network-based multivariable spatial-temporal information fusion for short-term probabilistic forecast of multi-site photovoltaic power

Mingliang Bai, Guowen Zhou, Peng Yao, Fuxiang Dong, Yunxiao Chen, Zhihao Zhou, Xusheng Yang, Jinfu Liu, Daren Yu

Expert Systems With Applications，Vol. 279

DOI

2025

基于两阶段样本选取的SAR影像变化检测

崔斌，彭瑶，王刘宇，朱昊

《测绘科学》

DOI

2025

Toward High-Confidence Homogeneous Features: Partial Neighborhood Ratio Based Difference Image for SAR Change Detection

Bin Cui, Yao Peng, Huarong Jia, Shanchuan Guo, Peijun Du

IEEE Geoscience and Remote Sensing Letters

DOI

2024

Enhanced Edge Information and Prototype Constrained Clustering for SAR Change Detection

Bin Cui, Yao Peng, Yonghong Zhang, Hujun Yin, Hong Fang, Shanchuan Guo, Peijun Du

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Group Vision Transformer

Yao Peng, Milan Sonka, D. Z. Chen

ACM Multimedia

DOI

2024

FiAt-Net: Detecting Fibroatheroma Plaque Cap in 3D Intravascular OCT Images

Yao Peng, Zhi Chen, Andreas Wahle, T. Kovárník, Milan Sonka, D. Chen

arXiv.org

DOI

2024

Spectral U-Net: Enhancing Medical Image Segmentation via Spectral Decomposition

Yao Peng, Milan Sonka, D. Chen

IEEE International Symposium on Biomedical Imaging

DOI

2024

Boosting Medical Image Classification with Segmentation Foundation Model

Pengfei Gu, Zi-Han Zhao, Hongxiao Wang, Yao Peng, Yi-Zhe Zhang, Nishchal Sapkota, Chao-Li Wang, D. Chen

IEEE International Symposium on Biomedical Imaging

DOI

2023

PHG-Net: Persistent Homology Guided Medical Image Classification*

Yao Peng, Hongxiao Wang, Milan Sonka, D. Chen

IEEE Workshop/Winter Conference on Applications of Computer Vision

DOI

2023

U-Net V2: Rethinking the Skip Connections of U-Net for Medical Image Segmentation

Yao Peng, Milan Sonka, D. Chen

IEEE International Symposium on Biomedical Imaging

DOI

2022

Markov Random Field Based Spectral-Spatial Fusion Network for Hyperspectral Image Classification

Yao Peng, Bin Cui

IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

DOI

2022

VISUAL PERCEPTION BASED SEMANTIC SAR CHANGE DETECTION

Yao Peng, Bin Cui

IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

DOI

2022

Keep Your Friends Close & Enemies Farther: Debiasing Contrastive Learning with Spatial Priors in 3D Radiology Images

Ye-Jia Zhang, Nishchal Sapkota, Pengfei Gu, Yao Peng, Hao Zheng, D. Z. Chen

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2022

CMC-Net: 3D calf muscle compartment segmentation with sparse annotation

Yao Peng, Hao Zheng, Lichun Zhang, M. Sonka, D. Chen

Medical Image Anal.

DOI

2021

KCB-Net: A 3D knee cartilage and bone segmentation network via sparse annotation

Yao Peng, Hao Zheng, Pei-Xian Liang, Lichun Zhang, F. Zaman, Xiao-Dong Wu, M. Sonka, D. Chen

Medical Image Anal.

DOI

2020

Visual Relationship Detection With A Deep Convolutional Relationship Network

Yao Peng, D. Chen, Lan-Fen Lin

International Conference on Information Photonics

DOI

2014

Robust interactive image segmentation via iterative refinement

Yao Peng, Ju-Yong Zhang, Yan-Cheng Yuan, Shuyuan Zhu, Lu Fang

International Conference on Information Photonics

DOI

预印本

2023

USDC: Unified Static and Dynamic Compression for Visual Transformer

Huan Yuan, Chao Liao, Jianchao Tan, Peng Yao, Jiyuan Jia, Bin Chen, Chengru Song, Di Zhang

arXiv preprint

2023

ASP: Automatic Selection of Proxy dataset for efficient AutoML

Peng Yao, Chao Liao, Jiyuan Jia, Jianchao Tan, Bin Chen, Chengru Song, Di Zhang

arXiv preprint

2020

Normalized and Geometry-Aware Self-Attention Network for Image Captioning

Longteng Guo, Jing Liu, Xinxin Zhu, Peng Yao, Shichen Lu, Hanqing Lu

arXiv preprint

2019

Vatex Video Captioning Challenge 2020: Multi-View Features and Hybrid Reward Strategies for Video Captioning

Xinxin Zhu, Longteng Guo, Peng Yao, Shichen Lu, Wei Liu, Jing Liu

arXiv preprint

2019

Question Guided Modular Routing Networks for Visual Question Answering

Yanze Wu, Qiang Sun, Jianqi Ma, Bin Li, Yanwei Fu, Yao Peng, Xiangyang Xue

arXiv preprint

2019

Dual Path Multi-Scale Fusion Networks with Attention for Crowd Counting

Liang Zhu, Zhijian Zhao, Chao Lu, Yining Lin, Yao Peng, Tangren Yao

arXiv preprint

2019

Multi-Temporal Aerial Image Registration Using Semantic Features

Ananya Gupta, Yao Peng, Simon Watson, Hujun Yin

arXiv preprint

2018

Qiniu Submission to ActivityNet Challenge 2018

Xiaoteng Zhang, Yixin Bao, Feiyun Zhang, Kai Hu, Yicheng Wang, Liang Zhu, Qinzhu He, Yining Lin, Jie Shao, Yao Peng

arXiv preprint

彭瑶

精选作品

期刊论文

An aero-engine remaining useful life prediction method based on deformable convolutional residual attention enhanced Kolmogorov-Arnold networks with prediction advance and shape constraints

Deep multi-attribute spatial-temporal graph convolutional recurrent neural network-based multivariable spatial-temporal information fusion for short-term probabilistic forecast of multi-site photovoltaic power

基于两阶段样本选取的SAR影像变化检测

Toward High-Confidence Homogeneous Features: Partial Neighborhood Ratio Based Difference Image for SAR Change Detection

Enhanced Edge Information and Prototype Constrained Clustering for SAR Change Detection

Group Vision Transformer

FiAt-Net: Detecting Fibroatheroma Plaque Cap in 3D Intravascular OCT Images

Spectral U-Net: Enhancing Medical Image Segmentation via Spectral Decomposition

Boosting Medical Image Classification with Segmentation Foundation Model

PHG-Net: Persistent Homology Guided Medical Image Classification*

U-Net V2: Rethinking the Skip Connections of U-Net for Medical Image Segmentation

Markov Random Field Based Spectral-Spatial Fusion Network for Hyperspectral Image Classification

VISUAL PERCEPTION BASED SEMANTIC SAR CHANGE DETECTION

Keep Your Friends Close & Enemies Farther: Debiasing Contrastive Learning with Spatial Priors in 3D Radiology Images

CMC-Net: 3D calf muscle compartment segmentation with sparse annotation

KCB-Net: A 3D knee cartilage and bone segmentation network via sparse annotation

Visual Relationship Detection With A Deep Convolutional Relationship Network

Robust interactive image segmentation via iterative refinement

预印本

USDC: Unified Static and Dynamic Compression for Visual Transformer

ASP: Automatic Selection of Proxy dataset for efficient AutoML

Normalized and Geometry-Aware Self-Attention Network for Image Captioning

Vatex Video Captioning Challenge 2020: Multi-View Features and Hybrid Reward Strategies for Video Captioning

Question Guided Modular Routing Networks for Visual Question Answering

Dual Path Multi-Scale Fusion Networks with Attention for Crowd Counting

Multi-Temporal Aerial Image Registration Using Semantic Features

Qiniu Submission to ActivityNet Challenge 2018

研究方向