Jianqiang Li
Orcid: 0000-0003-1995-9249Affiliations:
- Beijing University of Technology, School of Software Engineering, Faculty of Information Technology, China
- Tsinghua University, National Laboratory for Information Science and Technology, Beijing, China
- NEC Laboratories, Beijing, China (2005-2013)
According to our database1,
Jianqiang Li
authored at least 218 papers
between 2003 and 2025.
Collaborative distances:
Collaborative distances:
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Bibliography
2025
DualFLAT: Dual Flat-Lattice Transformer for domain-specific Chinese named entity recognition.
Inf. Process. Manag., 2025
Leveraging Large Language Model ChatGPT for enhanced understanding of end-user emotions in social media feedbacks.
Expert Syst. Appl., 2025
2024
Correction: Deep Transfer Learning-Based Automated Diabetic Retinopathy Detection Using Retinal Fundus Images in Remote Areas.
Int. J. Comput. Intell. Syst., December, 2024
Deep Transfer Learning-Based Automated Diabetic Retinopathy Detection Using Retinal Fundus Images in Remote Areas.
Int. J. Comput. Intell. Syst., December, 2024
Transforming educational insights: strategic integration of federated learning for enhanced prediction of student learning outcomes.
J. Supercomput., July, 2024
Exploring noise control strategies for UMLS-based query expansion in health and biomedical information retrieval.
J. Ambient Intell. Humaniz. Comput., March, 2024
J. Ambient Intell. Humaniz. Comput., March, 2024
How to identify pollen like a palynologist: A prior knowledge-guided deep feature learning for real-world pollen classification.
Expert Syst. Appl., March, 2024
AMFF-Net: An attention-based multi-scale feature fusion network for allergic pollen detection.
Expert Syst. Appl., January, 2024
IEEE ACM Trans. Audio Speech Lang. Process., 2024
Mining software insights: uncovering the frequently occurring issues in low-rating software applications.
PeerJ Comput. Sci., 2024
Energy optimized data fusion approach for scalable wireless sensor network using deep learning-based scheme.
J. Netw. Comput. Appl., 2024
Incorporating medical domain knowledge into data-driven method: A vessel attention guided multi-granularity network for automatic cataract classification.
Expert Syst. Appl., 2024
Automatic diagnosis of pediatric high myopia via Attention-based Patch Residual Shrinkage network.
Expert Syst. Appl., 2024
SwinT-SRNet: Swin transformer with image super-resolution reconstruction network for pollen images classification.
Eng. Appl. Artif. Intell., 2024
Topology and Intersection-Union Constrained Loss Function for Multi-Region Anatomical Segmentation in Ocular Images.
CoRR, 2024
MentalGLM Series: Explainable Large Language Models for Mental Health Analysis on Chinese Social Media.
CoRR, 2024
Deep Learning and Large Language Models for Audio and Text Analysis in Predicting Suicidal Acts in Chinese Psychological Support Hotlines.
CoRR, 2024
An Exploratory Deep Learning Approach for Predicting Subsequent Suicidal Acts in Chinese Psychological Support Hotlines.
CoRR, 2024
A Generic Review of Integrating Artificial Intelligence in Cognitive Behavioral Therapy.
CoRR, 2024
Fine-grained Speech Sentiment Analysis in Chinese Psychological Support Hotlines Based on Large-scale Pre-trained Model.
CoRR, 2024
SOS-1K: A Fine-grained Suicide Risk Classification Dataset for Chinese Social Media Analysis.
CoRR, 2024
AI-Enhanced Cognitive Behavioral Therapy: Deep Learning and Large Language Models for Extracting Cognitive Pathways from Social Media Texts.
CoRR, 2024
Chinese MentalBERT: Domain-Adaptive Pre-training on Social Media for Chinese Mental Health Text Analysis.
CoRR, 2024
DiffusionDCI: A Novel Diffusion-Based Unified Framework for Dynamic Full-Field OCT Image Generation and Segmentation.
IEEE Access, 2024
Medical Image Recognition Using a Novel Neural Network Construction Controlled by a Kernel Method Encoder.
IEEE Access, 2024
How Do Crowd-Users Express Their Opinions Against Software Applications in Social Media? A Fine-Grained Classification Approach.
IEEE Access, 2024
A Systematic Review on Fundus Image-Based Diabetic Retinopathy Detection and Grading: Current Status and Future Directions.
IEEE Access, 2024
An Ensemble Machine Learning Framework for Cotton Crop Yield Prediction Using Weather Parameters: A Case Study of Pakistan.
IEEE Access, 2024
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024
A User-Guided Generation Framework for Personalized Music Synthesis Using Interactive Evolutionary Computation.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024
Progressive Sign Language Video Translation Model for Real-World Complex Background Environments.
Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024
How to Advance Eye Image Segmentation for Accurate Myasthenia Diagnosis? an Empirical Study of Boundary Loss.
Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024
Covid-IRLNet: A COVID-19 Diagnostic Model For Extracting CT Image Features and CT Sequence Features.
Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024
Similarity Calculation Model Between Patients with Chinese Electronic Medical Records Based on Multi-View Hierarchical Leaning Network.
Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024
Research on Breast Lesion Localization and Diagnosis Based on Knowledge-Driven and Data-Driven Approach.
Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024
MTL-DQA: Multi-Task Learning with Psychological Indicators for Enhanced Quality in Depression Community QA System.
Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024
Comparative Analysis of ImageNet Pre-Trained Deep Learning Models and DINOv2 in Medical Imaging Classification.
Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024
Attention to Key Fundus Features: A Prior Knowledge-Guided Deep Learning Network for Pediatric High Myopia Detection.
Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024
Chinese MentalBERT: Domain-Adaptive Pre-training on Social Media for Chinese Mental Health Text Analysis.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
Proceedings of the Algorithmic Aspects in Information and Management, 2024
2023
DeepCAC: a deep learning approach on DNA transcription factors classification based on multi-head self-attention and concatenate convolutional neural network.
BMC Bioinform., December, 2023
A dictionary-guided attention network for biomedical named entity recognition in Chinese electronic medical records.
Expert Syst. Appl., November, 2023
Appl. Soft Comput., May, 2023
DRA-MQoS: An MQoS scheduling algorithm based on resource feature matching in federated edge cloud.
Concurr. Comput. Pract. Exp., January, 2023
Cascaded Convolution-Based Transformer With Densely Connected Mechanism for Spectral-Spatial Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023
Knowledge Guided Feature Aggregation for the Prediction of Chronic Obstructive Pulmonary Disease With Chinese EMRs.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023
Expert Syst. J. Knowl. Eng., 2023
Towards a Psychological Generalist AI: A Survey of Current Applications of Large Language Models and Future Prospects.
CoRR, 2023
CoRR, 2023
Evaluating the Efficacy of Supervised Learning vs Large Language Models for Identifying Cognitive Distortions and Suicidal Risks in Chinese Social Media.
CoRR, 2023
Enhancing Psychological Counseling with Large Language Model: A Multifaceted Decision-Support System for Non-Professionals.
CoRR, 2023
IEEE Access, 2023
IEEE Access, 2023
Opinion Mining from Online Travel Reviews: An Exploratory Investigation on Pakistan Major Online Travel Services Using Natural Language Processing.
IEEE Access, 2023
DAAN: A Dictionary-Based Adaptive Attention Network for Biomedical Named Entity Recognition with Chinese Electronic Medical Records.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023
A Data Analysis Method Using Orthogonal Transformation in a Reproducing Kernel Hilbert Space.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023
Anatomy-guided Weakly Supervised Breast Lesion Segmentation Fusing Contour and Semantic Information.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023
Image Quality Guided Pollen Classification Based on Multi-Grain Image Information Content.
Proceedings of the IEEE International Conference on Smart Internet of Things, 2023
2022
An unsupervised domain adaptation brain CT segmentation method across image modalities and diseases.
Expert Syst. Appl., November, 2022
An intelligent fault detection approach based on reinforcement learning system in wireless sensor network.
J. Supercomput., 2022
Intelligent Fault Diagnosis for Large-Scale Rotating Machines Using Binarized Deep Neural Networks and Random Forests.
IEEE Trans Autom. Sci. Eng., 2022
A review on machine learning techniques for the assessment of image grading in breast mammogram.
Int. J. Mach. Learn. Cybern., 2022
An adaptive high-voltage direct current detection algorithm using cognitive wavelet transform.
Inf. Process. Manag., 2022
A content awareness module for predictive lossless image compression to achieve high throughput data sharing over the network storage.
Int. J. Distributed Sens. Networks, 2022
Knowledge guided distance supervision for biomedical relation extraction in Chinese electronic medical records.
Expert Syst. Appl., 2022
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022
Distant supervision for fine-grained biomedical relation extraction from Chinese EMRs.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2022
Attention-based Multi-flow Network for COVID-19 Classification and Lesion Localization from Chest CT.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2022
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2022
Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022
Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022
Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022
Proceedings of the Data Mining and Big Data - 7th International Conference, 2022
Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022
A speech understanding-based method for recognizing psychological medical speech feelings.
Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022
Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022
Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022
Chinese Medical Named Entity Recognition Based on Multi-word Segmentation and Multi-layer BILSTM.
Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022
An Efficient Small for Gestational Age Prognosis System Using Stacked Generalization Scheme (SGS).
Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022
Proceedings of the 8th International Conference on Control, 2022
Proceedings of the 5th Artificial Intelligence and Cloud Computing Conference, 2022
2021
Fundus image-based cataract classification using a hybrid convolutional and recurrent neural network.
Vis. Comput., 2021
ACM Trans. Knowl. Discov. Data, 2021
Classification and recognition of computed tomography images using image reconstruction and information fusion methods.
J. Supercomput., 2021
A Spatiotemporal Recurrent Neural Network for Prediction of Atmospheric PM2.5: A Case Study of Beijing.
IEEE Trans. Comput. Soc. Syst., 2021
Computer Vision-Based Microcalcification Detection in Digital Mammograms Using Fully Connected Depthwise Separable Convolutional Neural Network.
Sensors, 2021
Secur. Commun. Networks, 2021
Multim. Tools Appl., 2021
J. Biomed. Informatics, 2021
Int. J. Web Grid Serv., 2021
Neurocomputing, 2021
A discharge detection method in high-voltage direct current system using wavelet transform with adaptive wavelet level decision.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021
MwUnet: A semantic segmentation deep learning method for the ultrasonic image of hydronephrosis in children.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021
Exploiting Multi-granular Features for the Enhanced Predictive Modeling of COPD Based on Chinese EMRs.
Proceedings of the Bioinformatics Research and Applications - 17th International Symposium, 2021
Proceedings of the IEEE International Conference on Digital Health, 2021
Proceedings of the ICCPR '21: 10th International Conference on Computing and Pattern Recognition, Shanghai, China, October 15, 2021
Medical named entity recognition of Chinese electronic medical records based on stacked Bidirectional Long Short-Term Memory.
Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021
Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021
MLNER: Exploiting Multi-source Lexicon Information Fusion for Named Entity Recognition in Chinese Medical Text.
Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021
Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021
Breast Mass Detection and Classification Using Deep Convolutional Neural Networks for Radiologist Diagnosis Assistance.
Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021
2020
Exploiting the concept level feature for enhanced name entity recognition in Chinese EMRs.
J. Supercomput., 2020
J. Supercomput., 2020
Effective large for gestational age prediction using machine learning techniques with monitoring biochemical indicators.
J. Supercomput., 2020
IEEE J. Biomed. Health Informatics, 2020
Comparison of Different Machine Learning Approaches to Predict Small for Gestational Age Infants.
IEEE Trans. Big Data, 2020
An Effective and Improved CNN-ELM Classifier for Handwritten Digits Recognition and Classification.
Symmetry, 2020
Diagnosis of large-for-gestational-age infants using a semi-supervised feature learned from expert and data.
Multim. Tools Appl., 2020
Discovering multi-dimensional motifs from multi-dimensional time series for air pollution control.
Concurr. Comput. Pract. Exp., 2020
Comput. Methods Programs Biomed., 2020
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2020
A multi-label classification model for full slice brain computerised tomography image.
BMC Bioinform., 2020
IEEE Access, 2020
A Brief Survey on Breast Cancer Diagnostic With Deep Learning Schemes Using Multi-Image Modalities.
IEEE Access, 2020
Diagnosis and Knowledge Discovery of Turner Syndrome Based on Facial Images Using Machine Learning Methods.
IEEE Access, 2020
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020
Multiple Instance Learning for Detection of Polyps in Computed Tomographic Colonography Images.
Proceedings of the 6th International Conference on Information and Communication Technologies for Ageing Well and e-Health, 2020
Exploiting Ensemble Classification Schemes to Improve Prognosis Process for Large for Gestational Age Fetus Classification.
Proceedings of the 44th IEEE Annual Computers, Software, and Applications Conference, 2020
2019
Efficient Mining Template of Predictive Temporal Clinical Event Patterns From Patient Electronic Medical Records.
IEEE J. Biomed. Health Informatics, 2019
A Sequence-to-Sequence Air Quality Predictor Based on the n-Step Recurrent Prediction.
IEEE Access, 2019
IEEE Access, 2019
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
Diagnosis of Large for Gestational Age Fetus with an Expert-Driven Feature Selection Scheme.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019
Modeling SNP-Trait Associations and Realizing Privacy-Utility Tradeoff in Genomic Data Publishing.
Proceedings of the Bioinformatics Research and Applications - 15th International Symposium, 2019
2018
Sensors, 2018
Guest Editorial Special Issue on Emerging Social Internet of Things: Recent Advances and Applications.
IEEE Internet Things J., 2018
Int. J. Crowd Sci., 2018
Exploiting the semantic graph for the representation and retrieval of medical documents.
Comput. Biol. Medicine, 2018
Comparison of Machine Learning Classifiers for Breast Cancer Diagnosis Based on Feature Selection.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018
Proceedings of the 3rd International Conference on Crowd Science and Engineering, 2018
Forecasting Road Surface Temperature in Beijing Based on Machine Learning Algorithms.
Proceedings of the 3rd International Conference on Crowd Science and Engineering, 2018
Proceedings of the 2018 IEEE 42nd Annual Computer Software and Applications Conference, 2018
Proceedings of the 2018 IEEE 42nd Annual Computer Software and Applications Conference, 2018
Proceedings of The 10th Asian Conference on Machine Learning, 2018
2017
IEEE Trans. Cybern., 2017
IEEE ACM Trans. Comput. Biol. Bioinform., 2017
Application-Aware Dynamic Fine-Grained Resource Provisioning in a Virtualized Cloud Data Center.
IEEE Trans Autom. Sci. Eng., 2017
IEEE Access, 2017
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017
Near-optimal and minimal PN supervisors of FMS with uncontrollability and unobservability.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017
Proceedings of the 14th IEEE International Conference on Networking, Sensing and Control, 2017
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017
Weakly Supervised Text Attention Network for Generating Text Proposals in Scene Images.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017
Proceedings of the 7th International Workshop on Camera-Based Document Analysis and Recognition, 2017
Proceedings of the 41st IEEE Annual Computer Software and Applications Conference, 2017
Proceedings of the 41st IEEE Annual Computer Software and Applications Conference, 2017
Proceedings of the 41st IEEE Annual Computer Software and Applications Conference, 2017
SLC25A36 and ZFAND5 Expression Levels Altered by the Interaction of EtOH Dosage and Exposure Time in Human Dental Pulp Stem Cells.
Proceedings of the 41st IEEE Annual Computer Software and Applications Conference, 2017
Proceedings of the 41st IEEE Annual Computer Software and Applications Conference, 2017
2016
IEEE Trans. Image Process., 2016
Comput. Methods Programs Biomed., 2016
Proceedings of the Smart Health - International Conference, 2016
Proceedings of the Inclusive Smart Cities and Digital Health, 2016
Proceedings of the 13th IEEE International Conference on Networking, Sensing, and Control, 2016
Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016
Proceedings of the 2nd International Conference on Communication and Information Processing, 2016
Proceedings of the 40th IEEE Annual Computer Software and Applications Conference, 2016
Proceedings of the 40th IEEE Annual Computer Software and Applications Conference, 2016
Proceedings of the 40th IEEE Annual Computer Software and Applications Conference, 2016
2015
IEEE Trans. Ind. Informatics, 2015
An Incremental and Distributed Inference Method for Large-Scale Ontologies Based on MapReduce Paradigm.
IEEE Trans. Cybern., 2015
A hybrid solution for privacy preserving medical data sharing in the cloud environment.
Future Gener. Comput. Syst., 2015
Overcoming the challenge of variety: big data abstraction, the next evolution of data management for AAL communication systems.
IEEE Commun. Mag., 2015
A computer-aided healthcare system for cataract classification and grading based on fundus image analysis.
Comput. Ind., 2015
Solving dynamic double row layout problem via combining simulated annealing and mathematical programming.
Appl. Soft Comput., 2015
Proceedings of the 2015 IEEE International Conference on Systems, 2015
Proceedings of the 2015 IEEE International Conference on Systems, 2015
Proceedings of the 2015 IEEE International Conference on Smart City/SocialCom/SustainCom/DataCom/SC2 2015, 2015
Proceedings of the 2015 IEEE International Conference on Smart City/SocialCom/SustainCom/DataCom/SC2 2015, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 17th International Conference on E-health Networking, 2015
Using a Combination Method of MDS and SOM to Visually Analyze Postpartum Depression Domain.
Proceedings of the 39th Annual Computer Software and Applications Conference, 2015
Proceedings of the 39th Annual Computer Software and Applications Conference, 2015
2014
Cloud-based bioinformatics workflow platform for large-scale next-generation sequencing analyses.
J. Biomed. Informatics, 2014
Exploiting semantic linkages among multiple sources for semantic information retrieval.
Enterp. Inf. Syst., 2014
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014
Workflow scheduling algorithm based on control structure reduction in cloud environment.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014
Proceedings of the 16th IEEE International Conference on e-Health Networking, 2014
Proceedings of the IEEE 38th Annual Computer Software and Applications Conference, 2014
Using Knowledge Management and Mhealth in High-Risk Pregnancy Care: A Case for the Floating Population in China.
Proceedings of the IEEE 38th Annual Computer Software and Applications Conference, 2014
Low redundancy feature selection with grouped variables and its application to healthcare data.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014
2013
Proceedings of the 2013 IEEE Seventh International Conference on Semantic Computing, 2013
Proceedings of the IEEE 15th International Conference on e-Health Networking, 2013
2012
J. Intell. Inf. Syst., 2012
Adv. Eng. Softw., 2012
2011
Proceedings of the 2011 ACM Conference on Recommender Systems, 2011
2009
Proceedings of the Web Information Systems and Technologies - 5th International Conference, 2009
Extracting Object-relevant Data from Websites.
Proceedings of the WEBIST 2009, 2009
Repairing Inconsistency and Uncertainty in DL-based Ontologies.
Proceedings of the 2009 International Conference on Semantic Web & Web Services, 2009
Proceedings of the Ninth Annual International Symposium on Applications and the Internet, 2009
Proceedings of the Advances in Information Retrieval, 2009
Proceedings of the Information Retrieval Technology, 2009
2008
Proceedings of the WWW2008 Workshop on Linked Data on the Web, 2008
2004
IEEE Trans. Syst. Man Cybern. Part A, 2004
2003
IEEE Trans. Syst. Man Cybern. Part A, 2003
Proceedings of the IEEE International Conference on Systems, 2003