吕鹏涛｜河南工业大学｜学者主页

2026

GFSRNet: Lightweight super-resolution for stored wheat quality inspection

Pengtao Lv, Hongchen Li, Xinxin Liu, Runze Li, Caihong Wang

Journal of Stored Products Research

DOI

2026

ECA-ModNet: a parameter-efficient network for unsound wheat kernel classification

Ming Chen, Yuan Ning, Xiaobo Wen, Teng Li, Pengtao Lv, Zelong Liu, Chengxin Cai

Frontiers in Plant Science

DOI

2026

Classification of unsound maize kernels using hyperspectral imaging and a dual-domain Mamba network

Kuibin Zhao, Lei Lu, Pengtao Lv, Hongyi Ge

BMC Plant Biology

DOI

2026

Homogeneous representation of heterogeneous spectral-spatial-temporal information for unsound maize kernel identification

Kuibin Zhao, Lei Lu, Pengtao Lv, Hui Li, Hongyi Ge

Information Sciences

DOI

2026

Lightweight CNN-Transformer complementary network for large-scale analysis: semantic alignment of heterogeneous multi-modal features

Lei Shi, Xintong Yan, Jing Chen, Weiyu Ye, Pengfei Zhang, Pengtao Lv, Zhan Zhang, Xiangcheng Feng

Journal Of Big Data

DOI

2026

Enhancing image segmentation performance via contrastive feature-guided hierarchical fusion modules for wheat kernel vitreousness detection

Chenxia Wan, Jinpei Li, Pengtao Lv, Peng Li, Lei Lu

Journal of Stored Products Research

DOI

2026

Image-difference feature fusion for unsound wheat kernels

Pengtao Lv, Runze Li, Jingping Wang, Xinxin Liu, Caihong Wang, Le Xiao, Jinhui Wang, Yanfeng Fan, Dexiang Zhou, Jianguo Tang

Journal of Food Engineering

DOI

2026

Curvelet Decomposition-Based Tri-Branch Coupling Network for Hyperspectral Unsound Maize Seeds Identification

Kuibin Zhao, Lei Lu, Pengtao Lv, Hongyi Ge

Foods

DOI

2026

CSSH-Mamba: coupled spectral-spatial heterogeneous Mamba features for unsound maize seeds identification

Kuibin Zhao, Qinghui Zhang, Pengtao Lv, Cheng Yuan, Huiyi Zhao

Expert Systems with Applications

DOI

2026

Adaptive Graph Attention Based Discrete Hashing for Incomplete Cross-modal Retrieval

Shuang Zhang, Yue Wu, Lei Shi, Huilong Jin, Feifei Kou, Pengfei Zhang, Mingying Xu, Pengtao Lv

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2026

Limited-Annotation Seed Segmentation for Analyzing the Impact of Unsound Corn on Storage Quality

Kuibin Zhao, Lei Lu, Hongyi Ge, Pengtao Lv, Jinpei Li

Agriculture

DOI

2026

Pre-harvest and post-harvest plant-based food quality evaluation based on near-infrared spectroscopy coupled with multiscale deep ensemble learning

Yu Yang, Yu Zhang, Lanxiang Yu, Pengtao Lv, Yao Qin, Chengxin Cai, Zelong Liu, Dandan Zhai, Peng Li, Nana Zhang

Food Chemistry

DOI

2025

基于多尺度并行卷积的小麦不完善粒检测研究

张庆辉，王晶平，吕鹏涛，王爱民，吕磊，张梦雅，王金辉

《河南工业大学学报(自然科学版)》

DOI

2025

RGSGAN–MACRNet: A More Accurate Recognition Method for Imperfect Corn Kernels Under Sample-Size-Limited Conditions

Chenxia Wan, Wenzheng Li, Qinghui Zhang, Le Xiao, Pengtao Lv, Huiyi Zhao, Shihua Jing

Foods

DOI

2025

GFRnet: A grain fast recognition network for detecting unsound wheat kernels in grain storage

Qinghui Zhang, Hongchen Li, Pengtao Lv, Le Xiao, Caihong Wang, Huiyi Zhao, Shihua Jing

Journal of Stored Products Research

DOI

2025

From Vision-Only to Vision + Language: A Multimodal Framework for Few-Shot Unsound Wheat Grain Classification

Yuan Ning, Pengtao Lv, Qinghui Zhang, Le Xiao, Caihong Wang

DOI

2025

MSPCNeXt: Multi-scale parallel convolution for identifying unsound kernels in stored wheat

Qinghui Zhang, Jingping Wang, Pengtao Lv, Aimin Wang, Lei Lv, Mengya Zhang, Jinhui Wang

Journal of Stored Products Research

DOI

2024

Lightweight deep learning algorithm for real-time wheat flour quality detection via NIR spectroscopy

Yang Yu, Rumeng Sun, Hongyan Li, Yao Qin, Qinghui Zhang, Pengtao Lv, Quan Pan

Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy

DOI

2024

An improved lightweight ConvNeXt for rice classification

Pengtao Lv, Heliang Xu, Qinghui Zhang, Lei Shi, Heng Li, Youyang Chen, Yan Zhang, Dengke Cao, Zhongyang Liu, Yixin Liu, Jingwen Han, Zhan Zhang, Yiran Qi

Alexandria Engineering Journal

DOI

2024

Self-derived Knowledge Graph Contrastive Learning for Recommendation

Lei Shi, Jiapeng Yang, Pengtao Lv, Lu Yuan, Feifei Kou, Jia Luo, Mingying Xu

ACM International Conference on Multimedia (ACM MM)

DOI

2024

An Improved Multi-Scale Feature Extraction Network for Rice Disease and Pest Recognition

Pengtao Lv, Heliang Xu, Yana Zhang, Qinghui Zhang, Quan Pan, Yao Qin, Youyang Chen, Dengke Cao, Jingping Wang, Mengya Zhang, Cong Chen

Insects

DOI

2024

RoGraphER: Enhanced Extraction of Chinese Medical Entity Relationships Using RoFormer Pre-Trained Model and Weighted Graph Convolution

Qinghui Zhang, Yaya Sun, Pengtao Lv, Lei Lü, Mengya Zhang, Jinhui Wang, Chenxia Wan, Jingping Wang

Electronics

DOI

2024

Intelligent extraction of medical entity relationship based on graph neural network and optimization strategy

Pengtao Lv, Qinghui Zhang, Meng Wu, Muhammet Deveci, Lei Shi, Yaya Sun, Kaiyang Zhong, Jingping Wang

Knowledge-Based Systems

DOI

2024

Face-Inception-Net for Recognition

Qinghui Zhang, Xiaofeng Wang, Mengya Zhang, Lei Lü, Pengtao Lv

Electronics

DOI

2024

Exploring on role of location in intelligent news recommendation from data analysis perspective

Pengtao Lv, Qinghui Zhang, Lei Shi, Zhenhan Guan, Yanfeng Fan, Jie Li, Kaiyang Zhong, Muhammet Deveci

Information Sciences

DOI

2023

DSMN: An Improved Recommendation Model for Capturing the Multiplicity and Dynamics of Consumer Interests

Pengtao Lv, Zhenhan Guan, Qinghui Zhang, Jiale Gu, Shuai Zhang, Lei Lv, Mengya Zhang, Lei Li, Chengyang Zhao

IEEE Transactions on Consumer Electronics

DOI

2023

Adaptive Context-Embedded Hypergraph Convolutional Network for Session-based Recommendation

Chenyang Zhao, Heling Cao, Pengtao Lv, Yonghe Chu, Feng Wang, Tianli Liao

Information Technology And Control

DOI

2022

基于CNN-DBN的小麦不完善粒识别技术研究

张庆辉，田欣欣，吕鹏涛，杨彬

《河南工业大学学报(自然科学版)》

2022

Research on Chinese Medical Entity Relation Extraction Based on Syntactic Dependency Structure Information

Qinghui Zhang, Meng Wu, Pengtao Lv, Mengya Zhang, Lei Lv

Applied Sciences

DOI

2022

Research on Chinese Medical Entity Recognition Based on Multi-Neural Network Fusion and Improved Tri-Training Algorithm

Renlong Qi, Pengtao Lv, Qinghui Zhang, Meng Wu

Applied Sciences

DOI

2022

Research on Medical Text Classification Based on Improved Capsule Network

Qinghui Zhang, Qihao Yuan, Pengtao Lv, Mengya Zhang, Lei Lv

Electronics

DOI

2022

Unsound wheat kernel recognition based on deep convolutional neural network transfer learning and feature fusion

Qinghui Zhang, Xinxin Tian, Weidong Chen, Hongwei Yang, Pengtao Lv, Yong Wu

Journal of Intelligent & Fuzzy Systems

DOI

2021

Research on named entity recognition of chinese electronic medical records based on multi-head attention mechanism and character-word information fusion

Qinghui Zhang, Meng Wu, Pengtao Lv, Mengya Zhang, Hongwei Yang

Journal of Intelligent & Fuzzy Systems

DOI

2021

Chinese Medical Entity Recognition Model Based on Character and Word Vector Fusion

Qinghui Zhang, Lei Hou, Pengtao Lv, Mengya Zhang, Hongwei Yang

Scientific Programming

DOI

2020

基于多维度领域特征的新闻推荐模型研究

吕鹏涛

《北京邮电大学》

2017

FeRe: Exploiting influence of multi-dimensional features resided in news domain for recommendation

Pengtao Lv, Xiangwu Meng, Yujie Zhang

Information Processing & Management，Vol. 53, No. 5

DOI

精选作品

期刊论文

GFSRNet: Lightweight super-resolution for stored wheat quality inspection

ECA-ModNet: a parameter-efficient network for unsound wheat kernel classification

Classification of unsound maize kernels using hyperspectral imaging and a dual-domain Mamba network

Homogeneous representation of heterogeneous spectral-spatial-temporal information for unsound maize kernel identification

Lightweight CNN-Transformer complementary network for large-scale analysis: semantic alignment of heterogeneous multi-modal features

Enhancing image segmentation performance via contrastive feature-guided hierarchical fusion modules for wheat kernel vitreousness detection

Image-difference feature fusion for unsound wheat kernels

Curvelet Decomposition-Based Tri-Branch Coupling Network for Hyperspectral Unsound Maize Seeds Identification

CSSH-Mamba: coupled spectral-spatial heterogeneous Mamba features for unsound maize seeds identification

Adaptive Graph Attention Based Discrete Hashing for Incomplete Cross-modal Retrieval

Limited-Annotation Seed Segmentation for Analyzing the Impact of Unsound Corn on Storage Quality

Pre-harvest and post-harvest plant-based food quality evaluation based on near-infrared spectroscopy coupled with multiscale deep ensemble learning

基于多尺度并行卷积的小麦不完善粒检测研究

RGSGAN–MACRNet: A More Accurate Recognition Method for Imperfect Corn Kernels Under Sample-Size-Limited Conditions

GFRnet: A grain fast recognition network for detecting unsound wheat kernels in grain storage

From Vision-Only to Vision + Language: A Multimodal Framework for Few-Shot Unsound Wheat Grain Classification

MSPCNeXt: Multi-scale parallel convolution for identifying unsound kernels in stored wheat

Lightweight deep learning algorithm for real-time wheat flour quality detection via NIR spectroscopy

An improved lightweight ConvNeXt for rice classification

Self-derived Knowledge Graph Contrastive Learning for Recommendation

An Improved Multi-Scale Feature Extraction Network for Rice Disease and Pest Recognition

RoGraphER: Enhanced Extraction of Chinese Medical Entity Relationships Using RoFormer Pre-Trained Model and Weighted Graph Convolution

Intelligent extraction of medical entity relationship based on graph neural network and optimization strategy

Face-Inception-Net for Recognition

Exploring on role of location in intelligent news recommendation from data analysis perspective

DSMN: An Improved Recommendation Model for Capturing the Multiplicity and Dynamics of Consumer Interests

Adaptive Context-Embedded Hypergraph Convolutional Network for Session-based Recommendation

基于CNN-DBN的小麦不完善粒识别技术研究

Research on Chinese Medical Entity Relation Extraction Based on Syntactic Dependency Structure Information

Research on Chinese Medical Entity Recognition Based on Multi-Neural Network Fusion and Improved Tri-Training Algorithm

Research on Medical Text Classification Based on Improved Capsule Network

Unsound wheat kernel recognition based on deep convolutional neural network transfer learning and feature fusion

Research on named entity recognition of chinese electronic medical records based on multi-head attention mechanism and character-word information fusion

Chinese Medical Entity Recognition Model Based on Character and Word Vector Fusion

基于多维度领域特征的新闻推荐模型研究

FeRe: Exploiting influence of multi-dimensional features resided in news domain for recommendation

预印本

HIDEA: A Heterogeneous Integration and Decoupled Expert Architecture for Imbalanced Wheat Unsound Kernel Identification

Gsgm: A Group-Sequence-Aware Graph Model for Personalized News Recommender System

研究方向