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Scopus Author ID: 26325162200

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Employment (3)

山东交通学院: 济南, 山东, CN

2019-07-01 to present | 教授/系主任 (信息科学与电气工程学院)
Employment
Source: Self-asserted source
Zhenfang Zhu

山东交通学院: 济南, 山东, CN

2015-07-01 to 2019-06-30 | 副教授 (信息科学与电气工程学院)
Employment
Source: Self-asserted source
Zhenfang Zhu

山东交通学院: 济南, 山东, CN

2012-07-15 to 2015-06-30 | 讲师 (信息科学与电气工程学院)
Employment
Source: Self-asserted source
Zhenfang Zhu

Education and qualifications (2)

山东师范大学: 济南, 山东省, CN

2009-09-01 to 2012-06-28 | 博士 (信息科学与电气工程学院)
Education
Source: Self-asserted source
Zhenfang Zhu

山东师范大学: 济南, 山东, CN

2006-09-01 to 2009-06-27 | 硕士 (信息科学与工程学院)
Education
Source: Self-asserted source
Zhenfang Zhu

Works (24)

Diversity and Balance: Multimodal Sentiment Analysis Using Multimodal-Prefixed and Cross-Modal Attention

IEEE Transactions on Affective Computing
2025-01 | Journal article
DOI: 10.1109/TAFFC.2024.3430045
Contributors: Meng Li; Zhenfang Zhu; Kefeng Li; Hongli Pei
Source: check_circle
Crossref

SenticNet and Abstract Meaning Representation driven Attention-Gate semantic framework for aspect sentiment triplet extraction

Engineering Applications of Artificial Intelligence
2025-01 | Journal article
DOI: 10.1016/j.engappai.2024.109625
Contributors: Xiaowen Sun; Jiangtao Qi; Zhenfang Zhu; Meng Li; Hongli Pei; Jing Meng
Source: check_circle
Crossref

Robust Visual Question Answering utilizing Bias Instances and Label Imbalance

Knowledge-Based Systems
2024-12 | Journal article
DOI: 10.1016/j.knosys.2024.112629
Contributors: Liang Zhao; Kefeng Li; Jiangtao Qi; Yanhan Sun; Zhenfang Zhu
Source: check_circle
Crossref

DSAMR: Dual-Stream Attention Multi-hop Reasoning for knowledge-based visual question answering

Expert Systems with Applications
2024-07 | Journal article
DOI: 10.1016/j.eswa.2023.123092
Contributors: Yanhan Sun; Zhenfang Zhu; Zicheng Zuo; Kefeng Li; Shuai Gong; Jiangtao Qi
Source: check_circle
Crossref

Question guided multimodal receptive field reasoning network for fact-based visual question answering

Multimedia Tools and Applications
2024-05-20 | Journal article
DOI: 10.1007/s11042-024-19387-2
Contributors: Zicheng Zuo; Yanhan Sun; Zhenfang Zhu; Mei Wu; Hui Zhao
Source: check_circle
Crossref

HTPosum:Heterogeneous Tree Structure augmented with Triplet Positions for extractive Summarization of scientific papers

Expert Systems with Applications
2024-03 | Journal article
DOI: 10.1016/j.eswa.2023.122364
Contributors: Zhenfang Zhu; Shuai Gong; Jiangtao Qi; Chunling Tong
Source: check_circle
Crossref

A Relation Embedding Assistance Networks for Multi-hop Question Answering

ACM Transactions on Asian and Low-Resource Language Information Processing
2024-02-29 | Journal article
DOI: 10.1145/3635114
Contributors: Songlin Jiao; Zhenfang Zhu; Jiangtao Qi; Fuyong Xu; Hongli Pei; Wenling Wang; Ze Song; Peiyu Liu
Source: check_circle
Crossref

Bridging the gap: dual perception attention and local-global similarity fusion for cross-modal image-text matching

Multimedia Tools and Applications
2024-02-05 | Journal article
DOI: 10.1007/s11042-024-18431-5
Contributors: Xiangyu Shui; Zhenfang Zhu; Yun Liu; Hongli Pei; Kefeng Li; Huaxiang Zhang
Source: check_circle
Crossref

EFC-YOLO: An Efficient Surface-Defect-Detection Algorithm for Steel Strips

Sensors
2023-09 | Journal article | Author
DOI: 10.3390/s23177619
Contributors: Yanshun Li; Shuobo Xu; Zhenfang Zhu; Peng Wang; Kefeng Li; Qiang He; Quanfeng Zheng
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Improving Question Answering over Knowledge Graphs with a Chunked Learning Network

Electronics
2023-08 | Journal article | Author
DOI: 10.3390/electronics12153363
Contributors: Zicheng Zuo; Zhenfang Zhu; Wenqing Wu; Wenling Wang; Jiangtao Qi; Linghui Zhong
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

KRP-DS: A Knowledge Graph-Based Dialogue System with Inference-Aided Prediction

Sensors
2023-07 | Journal article | Author
DOI: 10.3390/s23156805
Contributors: Qiang He; Shuobo Xu; Zhenfang Zhu; Peng Wang; Kefeng Li; Quanfeng Zheng; Yanshun Li
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Decision Method of Optimal Needle Insertion Angle for Dorsal Hand Intravenous Robot

Sensors
2023-01 | Journal article | Author
DOI: 10.3390/s23020848
Contributors: Zihan Zhu; Kefeng Li; Guangyuan Zhang; Hualei Jin; Zhenfang Zhu; Peng Wang
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

DFA-UNet: Efficient Railroad Image Segmentation

Applied Sciences
2023-01 | Journal article | Author
DOI: 10.3390/app13010662
Contributors: Yan Zhang; Kefeng Li; Guangyuan Zhang; Zhenfang Zhu; Peng Wang
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Improvement of Retinal Vessel Segmentation Method Based on U-Net

Electronics
2023-01 | Journal article | Author
DOI: 10.3390/electronics12020262
Contributors: Ning Wang; Kefeng Li; Guangyuan Zhang; Zhenfang Zhu; Peng Wang
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Question Answering over Knowledge Base Embeddings with Triples Representation Learning

2021 | Book chapter
DOI: 10.1007/978-3-030-92307-5_89
Contributors: Zicheng Zuo; Zhenfang Zhu; Wenqing Wu; Qiang Lu; Dianyuan Zhang; Wenling Wang; Guangyuan Zhang
Source: check_circle
Crossref

RMPD: Method for Enhancing the Robustness of Recommendations With Attack Environments

IEEE Access
2021 | Journal article
DOI: 10.1109/ACCESS.2021.3054122
Contributors: Qi Ding; Peiyu Liu; Zhenfang Zhu; Huajuan Duan; Fuyong Xu
Source: check_circle
Crossref

Attention-Enhanced Graph Convolutional Networks for Aspect-Based Sentiment Classification with Multi-Head Attention

Applied Sciences
2021-04 | Journal article | Author
DOI: 10.3390/app11083640
Contributors: Guangtao Xu; Peiyu Liu; Zhenfang Zhu; Jie Liu; Fuyong Xu
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Graph Convolutional Networks with Bidirectional Attention for Aspect-Based Sentiment Classification

Applied Sciences
2021-02 | Journal article | Author
DOI: 10.3390/app11041528
Contributors: Jie Liu; Peiyu Liu; Zhenfang Zhu; Xiaowen Li; Guangtao Xu
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

A Fusion Model-Based Label Embedding and Self-Interaction Attention for Text Classification

IEEE Access
2020 | Journal article
DOI: 10.1109/ACCESS.2019.2954985
Contributors: Yanru Dong; Peiyu Liu; Zhenfang Zhu; Qicai Wang; Qiuyue Zhang
Source: check_circle
Crossref

Interactive Rule Attention Network for Aspect-Level Sentiment Analysis

IEEE Access
2020 | Journal article
DOI: 10.1109/ACCESS.2020.2981139
Contributors: Qiang Lu; Zhenfang Zhu; Dianyuan Zhang; Wenqing Wu; Qiangqiang Guo
Source: check_circle
Crossref

A Dynamic Emotional Session Generation Model Based on Seq2Seq and a Dictionary-Based Attention Mechanism

Applied Sciences
2020-03 | Journal article | Author
DOI: 10.3390/app10061967
Contributors: Qiangqaing Guo; Zhenfang Zhu; Qiang Lu; Dianyuan Zhang; Wenqing Wu
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Multiple Interactive Attention Networks for Aspect-Based Sentiment Classification

Applied Sciences
2020-03 | Journal article | Author
DOI: 10.3390/app10062052
Contributors: Dianyuan Zhang; Zhenfang Zhu; Qiang Lu; Hongli Pei; Wenqing Wu; Qiangqiang Guo
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Aspect Based Sentiment Analysis With Feature Enhanced Attention CNN-BiLSTM

IEEE Access
2019 | Journal article
DOI: 10.1109/ACCESS.2019.2952888
Contributors: Wei Meng; Yongqing Wei; Peiyu Liu; Zhenfang Zhu; Hongxia Yin
Source: check_circle
Crossref

Interactive Multi-Head Attention Networks for Aspect-Level Sentiment Classification

IEEE Access
2019 | Journal article
DOI: 10.1109/ACCESS.2019.2951283
Contributors: Qiuyue Zhang; Ran Lu; Qicai Wang; Zhenfang Zhu; Peiyu Liu
Source: check_circle
Crossref
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