Shaofu Lin

According to our database, Shaofu Lin authored at least 66 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

KATMed: a knowledge-augmented transformer model for contraindication-aware medication recommendation in comorbidities.

Ziqian Qiao, Shaofu Lin, Jiatong Fan, Jianhui Chen, Zhiyi Tang, Zitong Zhang

J. Biomed. Informatics, 2026

FusionGraphRAG: An Adaptive Retrieval-Augmented Generation Framework for Complex Disease Management in the Elderly.

Shaofu Lin, Shengze Shao, Xiliang Liu, Haoru Su

Inf., 2026

2025

EHMQA-GPT: A Knowledge Augmented Large Language Model for Personalized Elderly Health Management.

Shaofu Lin, Yidan Duan, Tao Zhou, Xiliang Liu, Jiaojiao Wang

Inf., 2025

CDR-Detector: a chronic disease risk prediction model combining pre-training with deep reinforcement learning.

Shaofu Lin, Shiwei Zhou, Han Jiao, Mengzhen Wang, Haokang Yan, Peng Dou, Jianhui Chen

Complex Intell. Syst., 2025

A Design of Bayesian-OptimizedWeighted Probability Fusion Model for Early Gastric Cancer Screening.

Hong-Jia Dong, Huamin Chen, Shaofu Lin, Hui Li, Bi-Yu Yao, Yuan-Yuan Chen

Proceedings of the 2025 6th International Symposium on Artificial Intelligence for Medical Sciences, 2025

Elderly Health Consultation System Implemented with Large Language Models and Multi-Agent Systems.

Shaojie Wang, Shaofu Lin, Zhisheng Huang, Haoru Su, Fengyuan Zuo, Jing Bai, Kang Peng

Proceedings of the Health Information Science - 14th International Conference, 2025

Design of Integrated Machine Learning-Bidirectional LSTM Hybrid Model for Gastric Cancer Risk Prediction Driven by Multimodal Data.

Jia-Yu Cao, Hua-Min Chen, Shaofu Lin, Biyu Yao, Yan-Hua Sun

Proceedings of the Health Information Science - 14th International Conference, 2025

2024

A Novel Design for Joint Collaborative NOMA Transmission with a Two-Hop Multi-Path UE Aggregation Mechanism.

Xinqi Zhao, Hua-Min Chen, Shaofu Lin, Hui Li, Tao Chen

Symmetry, August, 2024

HRP-OG: Online Learning with Generative Feature Replay for Hypertension Risk Prediction in a Nonstationary Environment.

Shaofu Lin, Haokang Yan, Shiwei Zhou, Ziqian Qiao, Jianhui Chen

Sensors, August, 2024

The Cost of Urban Renewal: Annual Construction Waste Estimation via Multi-Scale Target Information Extraction and Attention-Enhanced Networks in Changping District, Beijing.

Lei Huang, Shaofu Lin, Xiliang Liu, Shaohua Wang, Guihong Chen, Qiang Mei, Zhe Fu

Remote. Sens., June, 2024

A Construction Waste Landfill Dataset of Two Districts in Beijing, China from High Resolution Satellite Images.

Lei Huang, Shaofu Lin, Xiliang Liu

Dataset, February, 2024

A Hypertension Early Warning Model Combining Generative Adversarial Networks and Long Short-Term Memory Neural Networks.

Shaofu Lin, Ziqian Qiao, Jianhui Chen, Zhisheng Huang

Proceedings of the Web Information Systems Engineering - WISE 2024 PhD Symposium, Demos and Workshops, 2024

TSAC-DRM: A Drug Recommendation Model Based on Two-Stage Attention Mechanism and Constraint Learning.

Shaofu Lin, Ziqian Qiao, Jianhui Chen

Proceedings of the IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, 2024

Design of A Collaborative Ranging Aware UE Aggregation Transmission Mechanism for Future IoT Networks.

Hua-Min Chen, Ruijie Fang, Tao Chen, Hui Li, Shaofu Lin, Xin Wu

Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

ElderQA-GPT: A Large Language Model for Online Q&A on Geriatric Diseases Based on BGE Semantic Vector Knowledge Base and LangChain Architecture.

Yidan Duan, Shaofu Lin, Xiliang Liu, Zhisheng Huang, Haoru Su, Yingfan Bai

Proceedings of the 2024 5th International Symposium on Artificial Intelligence for Medicine Science, 2024

A Medical Consultation System for Geriatric Disease Based on Multi-agent Architecture and Knowledge Graph.

Shengze Shao, Shaofu Lin, Zhisheng Huang

Proceedings of the Health Information Science - 13th International Conference, 2024

2023

Multi-Objective Optimization in Air-to-Air Communication System Based on Multi-Agent Deep Reinforcement Learning.

Shaofu Lin, Yingying Chen, Shuopeng Li

Sensors, December, 2023

A Construction Waste Landfill Dataset of Two Districts in Beijing, China from High Resolution Satellite Images.

Lei Huang, Shaofu Lin, Xiliang Liu

Dataset, November, 2023

A Novel Adaptive UE Aggregation-Based Transmission Scheme Design for a Hybrid Network with Multi-Connectivity.

Huamin Chen, Ruijie Fang, Tao Chen, Peng Wang, Zhuwei Wang, Shaofu Lin, Fan Li

Symmetry, September, 2023

MS-AGAN: Road Extraction via Multi-Scale Information Fusion and Asymmetric Generative Adversarial Networks from High-Resolution Remote Sensing Images under Complex Backgrounds.

Shaofu Lin, Xin Yao, Xiliang Liu, Shaohua Wang, Hua-Min Chen, Lei Ding, Jing Zhang, Guihong Chen, Qiang Mei

Remote. Sens., July, 2023

Resource Scheduling Algorithm for Delay Sensitive Service in IoT Scenarios.

Hua-Min Chen, Xinqi Zhao, Meihui Li, Tao Chen, Chao Fang, Shoufeng Wang, Shaofu Lin, Fan Li

Proceedings of the 98th IEEE Vehicular Technology Conference, 2023

A Novel 3D Beamforming Based Initial Access Procedure Design for Satellite IoT.

Hua-Min Chen, Sijia Li, Peng Wang, Chao Fang, Shaofu Lin, Fan Li

Proceedings of the 98th IEEE Vehicular Technology Conference, 2023

Road extraction by using asymmetrical GAN framework and structural similarity loss.

Xin Yao, Shaofu Lin, Xiliang Liu, Zhaolei Liu, Xiaoying Zhi

Proceedings of the 16th ACM SIGSPATIAL International Workshop on Computational Transportation Science, 2023

Named Entity Recognition for Long COVID Biomedical Literature by Using Bert-BiLSTM-IDCNN-ATT-CRF Approach.

Zongwang Han, Shaofu Lin, Zhisheng Huang, Chaohui Guo

Proceedings of the 2023 4th International Symposium on Artificial Intelligence for Medicine Science, 2023

Understanding the Influence of Multiple Factors on the Spread of Omicron Variant Strains via the Multivariate Regression Method.

Zhenkai Xu, Shaofu Lin, Zhisheng Huang, Yu Fu

Proceedings of the Health Information Science - 12th International Conference, 2023

Home Self-medication Question-Answering System for the Elderly Based on Seq2Seq Model and Knowledge Graph Technology.

Baoxin Wang, Shaofu Lin, Zhisheng Huang, Chaohui Guo

Proceedings of the Health Information Science - 12th International Conference, 2023

A Question and Answering System for Mental Health of the Elderly Based on BiLSTM-CRF Model and Knowledge Graph.

Beijia He, Shaofu Lin, Zhisheng Huang, Chaogui Guo

Proceedings of the Health Information Science - 12th International Conference, 2023

2022

MR-KPA: medication recommendation by combining knowledge-enhanced pre-training with a deep adversarial network.

Shaofu Lin, Mengzhen Wang, Chengyu Shi, Zhe Xu, Lihong Chen, Qingcai Gao, Jianhui Chen

BMC Bioinform., December, 2022

Looking Outside the Window: Wide-Context Transformer for the Semantic Segmentation of High-Resolution Remote Sensing Images.

Lei Ding, Dong Lin, Shaofu Lin, Jing Zhang, Xiaojie Cui, Yuebin Wang, Hao Tang, Lorenzo Bruzzone

IEEE Trans. Geosci. Remote. Sens., 2022

A Joint Positioning Algorithm in Industrial IoT Environments with mm-Wave Communications.

Hua-Min Chen, Siyu Huang, Peng Wang, Tao Chen, Chao Fang, Shaofu Lin, Fan Li

Symmetry, 2022

Accurate Recognition of Building Rooftops and Assessment of Long-Term Carbon Emission Reduction from Rooftop Solar Photovoltaic Systems Fusing GF-2 and Multi-Source Data.

Shaofu Lin, Chang Zhang, Lei Ding, Jing Zhang, Xiliang Liu, Guihong Chen, Shaohua Wang, Jinchuan Chai

Remote. Sens., 2022

Analysis of sentiment changes in online messages of depression patients before and during the COVID-19 epidemic based on BERT+BiLSTM.

Chaohui Guo, Shaofu Lin, Zhisheng Huang, Yahong Yao

Health Inf. Sci. Syst., 2022

A Spatial-Temporal Causal Convolution Network Framework for Accurate and Fine-Grained PM2.5 Concentration Prediction.

Shaofu Lin, Junjie Zhao, Jianqiang Li, Xiliang Liu, Yumin Zhang, Shaohua Wang, Qiang Mei, Zhuodong Chen, Yuyao Gao

Entropy, 2022

GeneralizedDTA: combining pre-training and multi-task learning to predict drug-target binding affinity for unknown drug discovery.

Shaofu Lin, Chengyu Shi, Jianhui Chen

BMC Bioinform., 2022

TISM-CAE: A Fast Unsupervised Learning Method for Trajectory Similarity Measure via Convolutional Auto-Encoder.

Xiaolin Chang, Shaofu Lin, Xiliang Liu

Proceedings of the 7th International Conference on Cyber Security and Information Engineering, 2022

Research on the Construction of Psychological Crisis Intervention Strategy Service System.

Yahong Yao, Shaofu Lin, Zhisheng Huang, Shushi Li, Chaohui Guo, Ying Wu

Proceedings of the Health Information Science - 11th International Conference, 2022

A Novel Preamble Design for 5G Enabled LEO Non-Terrestrial Networks.

Hua-Min Chen, Peng Wang, Sijia Li, Shaofu Lin, Zhuwei Wang, Chao Fang

Proceedings of the IEEE Global Communications Conference, 2022

2021

Looking Outside the Window: Wider-Context Transformer for the Semantic Segmentation of High-Resolution Remote Sensing Images.

Lei Ding, Dong Lin, Shaofu Lin, Jing Zhang, Xiaojie Cui, Yuebin Wang, Hao Tang, Lorenzo Bruzzone

CoRR, 2021

Medication Recommendation Based on a Knowledge-enhanced Pre-training Model.

Mengzhen Wang, Jianhui Chen, Shaofu Lin

Proceedings of the WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence, Hybrid Event / Melbourne, VIC, Australia, December 14 - 17, 2021, 2021

Mental Health Question and Answering System Based on Bert Model and Knowledge Graph Technology.

Chaohui Guo, Shaofu Lin, Zhisheng Huang, Yahong Yao

Proceedings of the ISAIMS 2021: 2nd International Symposium on Artificial Intelligence for Medicine Sciences, Beijing, China, October 29, 2021

Research on Suicide Identification Method Based on Microblog "Tree Hole" Crowd.

Xiaomin Jing, Shaofu Lin, Zhisheng Huang

Proceedings of the Health Information Science - 10th International Conference, 2021

Research on the Fluctuation Characteristics of Social Media Message Sentiment with Time Before and During the COVID-19 Epidemic.

Chaohui Guo, Shaofu Lin, Zhisheng Huang, Chengyu Shi, Yahong Yao

Proceedings of the Health Information Science - 10th International Conference, 2021

ST-CCN-PM_2.5: fine-grained PM_2.5 concentration prediction via spatial-temporal causal convolution network.

Junjie Zhao, Shaofu Lin, Xiliang Liu, Jinhai Chen, Yumin Zhang, Qiang Mei

Proceedings of the ARIC@SIGSPATIAL 2021: Proceedings of the 4th ACM SIGSPATIAL International Workshop on Advances in Resilient and Intelligent Cities, 2021

Adaptive and Energy-Saving Smart Lighting Control Based on Deep Q-Network Algorithm.

Jiaxin Liu, Hua-Min Chen, Shuopeng Li, Shaofu Lin

Proceedings of the 6th International Conference on Control, Robotics and Cybernetics, 2021

Predicting Drug-Target Interactions Binding Affinity by Using Dual Updating Multi-task Learning.

Chengyu Shi, Shaofu Lin, Jianhui Chen, Mengzhen Wang, Qingcai Gao

Proceedings of the Computer Supported Cooperative Work and Social Computing, 2021

Energy-Efficient VNF Deployment for Graph-Structured SFC Based on Graph Neural Network and Constrained Deep Reinforcement Learning.

Siyu Qi, Shuopeng Li, Shaofu Lin, Mohand Yazid Saidi, Ken Chen

Proceedings of the 22nd Asia-Pacific Network Operations and Management Symposium, 2021

2020

A continuous learning method for recognizing named entities by integrating domain contextual relevance measurement and Web farming mode of Web intelligence.

Shaofu Lin, Jiangfan Gao, Shun Zhang, Xiaobo He, Ying Sheng, Jianhui Chen

World Wide Web, 2020

Multi-Scale Context Aggregation for Semantic Segmentation of Remote Sensing Images.

Jing Zhang, Shaofu Lin, Lei Ding, Lorenzo Bruzzone

Remote. Sens., 2020

A Topic Learning Pipeline for Curating Brain Cognitive Researches.

Ying Sheng, Jianhui Chen, Xiaobo He, Zhe Xu, Jiangfan Gao, Shaofu Lin

IEEE Access, 2020

Towards Energy and Resource Efficient Design for Scalable mMTC with A Distributed Energy-Restricted Cluster Based Transmission Scheme.

Hua-Min Chen, Jiaxin Liu, Haoru Su, Shaofu Lin, JingMing Zhu, Limin Chen

Proceedings of the 16th International Wireless Communications and Mobile Computing Conference, 2020

Research on the Behavior Pattern of Microblog "Tree Hole" Users with Their Temporal Characteristics.

Xiaomin Jing, Shaofu Lin, Zhisheng Huang

Proceedings of the Health Information Science - 9th International Conference, 2020

Telecom Fraud Identification Based on ADASYN and Random Forest.

Chao Lu, Shaofu Lin, Xiliang Liu, Hui Shi

Proceedings of the 5th International Conference on Computer and Communication Systems, 2020

2019

Methods and Application of Archeological Cloud Platform for Grand Sites Based on Spatio-Temporal Big Data.

Yongxing Wu, Shaofu Lin, Fei Peng, Qi Li

ISPRS Int. J. Geo Inf., 2019

Classification of Skin Pigmented Lesions Based on Deep Residual Network.

Yunfei Qi, Shaofu Lin, Zhisheng Huang

Proceedings of the Health Information Science - 8th International Conference, 2019

A Multi-domain Named Entity Recognition Method Based on Part-of-Speech Attention Mechanism.

Shun Zhang, Ying Sheng, Jiangfan Gao, Jianhui Chen, Jiajin Huang, Shaofu Lin

Proceedings of the Computer Supported Cooperative Work and Social Computing, 2019

Time Recognition of Chinese Electronic Medical Record of Depression Based on Conditional Random Field.

Shaofu Lin, Yuanyuan Zhao, Zhisheng Huang

Proceedings of the Brain Informatics - 12th International Conference, 2019

Research Sharing-Oriented Functional Neuroimaging Named Entity Recognition.

Ying Sheng, Shaofu Lin, Jiangfan Gao, Xiaobo He, Jianhui Chen

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Stacked-SVM: A Dynamic SVM Framework for Telephone Fraud Identification from Imbalanced CDRs.

Qingqing Chang, Shaofu Lin, Xiliang Liu

Proceedings of the ACAI 2019: 2nd International Conference on Algorithms, 2019

2018

A Spark-Based High Performance Computational Approach for Simulating Typhoon Wind Fields.

Shaofu Lin, Weihua Fang, Xinyu Wu, Yiran Chen, Zhou Huang

IEEE Access, 2018

Making Semantic Annotation on Patient Data of Depression.

Yanan Du, Shaofu Lin, Zhisheng Huang

Proceedings of the 2nd International Conference on Medical and Health Informatics, 2018

Extraction of Semantic Relations from Medical Literature Based on Semantic Predicates and SVM.

Xiaoli Zhao, Shaofu Lin, Zhisheng Huang

Proceedings of the Health Information Science - 7th International Conference, 2018

Cloud Platform for the Management of Tourism Resources.

Chibin Wang, Jun Luo, Shaofu Lin, Jing Zhang, Zifu Wang, Anyu Luo

Proceedings of the 26th International Conference on Geoinformatics, 2018

Guizhou Big Data Management System and Key Technology.

Shaofu Lin, Bin Luo, Jun Luo, Zifu Wang, Yue Wei

Proceedings of the 26th International Conference on Geoinformatics, 2018

Text Classification of Micro-blog's "Tree Hole" Based on Convolutional Neural Network.

Xiaoli Zhao, Shaofu Lin, Zhisheng Huang

Proceedings of the 2018 International Conference on Algorithms, 2018

2017

Generation of Semantic Patient Data for Depression.

Yanan Du, Shaofu Lin, Zhisheng Huang

Proceedings of the Health Information Science - 6th International Conference, 2017

2016

Concept Recognition of Depression Drugs in Biomedical Literatures Using the Domain Relevance Measure.

Jianhui Chen, Zhongcheng Zhao, Ningning Wang, Shaofu Lin

Proceedings of the Brain Informatics and Health - International Conference, 2016