2025
Understanding LLMs: A comprehensive overview from training to inference.
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Neurocomputing, 2025
2024
Rectify ViT Shortcut Learning by Visual Saliency.
IEEE Trans. Neural Networks Learn. Syst., December, 2024
MEET: A Multi-Band EEG Transformer for Brain States Decoding.
IEEE Trans. Biomed. Eng., May, 2024
Coupling Visual Semantics of Artificial Neural Networks and Human Brain Function via Synchronized Activations.
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IEEE Trans. Cogn. Dev. Syst., April, 2024
Development of grinding intelligent monitoring and big data-driven decision making expert system towards high efficiency and low energy consumption: experimental approach.
J. Intell. Manuf., March, 2024
Regularity and variability of functional brain connectivity characteristics between gyri and sulci under naturalistic stimulus.
Comput. Biol. Medicine, January, 2024
BI-AVAN: A Brain-Inspired Adversarial Visual Attention Network for Characterizing Human Visual Attention From Neural Activity.
IEEE Trans. Multim., 2024
Task sub-type states decoding via group deep bidirectional recurrent neural network.
Medical Image Anal., 2024
LinBridge: A Learnable Framework for Interpreting Nonlinear Neural Encoding Models.
CoRR, 2024
Brain-like Functional Organization within Large Language Models.
CoRR, 2024
Evaluation of OpenAI o1: Opportunities and Challenges of AGI.
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CoRR, 2024
A Comprehensive Review of Multimodal Large Language Models: Performance and Challenges Across Different Tasks.
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CoRR, 2024
Brain Dialogue Interface (BDI): A User-Friendly fMRI Model for Interactive Brain Decoding.
CoRR, 2024
2023
Arousal modulates the amygdala-insula reciprocal connectivity during naturalistic emotional movie watching.
NeuroImage, October, 2023
A generic framework for embedding human brain function with temporally correlated autoencoder.
Medical Image Anal., October, 2023
Hyperspectral anomaly detection using ensemble and robust collaborative representation.
Inf. Sci., May, 2023
Holistic Evaluation of GPT-4V for Biomedical Imaging.
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CoRR, 2023
ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Report Generation Based on Multi-institution and Multi-system Data.
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CoRR, 2023
Evaluating Large Language Models for Radiology Natural Language Processing.
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CoRR, 2023
When Brain-inspired AI Meets AGI.
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CoRR, 2023
Selective Visual Attention Revealed by Integrating FMRI and Eye-Tracking.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Topological Similarity between Artificial and Biological Neural Networks.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
A Novel Attention-DeblurGAN-Based Defogging Algorithm.
Proceedings of the Image and Graphics - 12th International Conference, 2023
A Novel Contactless Prediction Algorithm of Indoor Thermal Comfort Based on Posture Estimation.
Proceedings of the Image and Graphics - 12th International Conference, 2023
Fine-grained Artificial Neurons in Audio-transformers for Disentangling Neural Auditory Encoding.
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Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
Coupling Artificial Neurons in BERT and Biological Neurons in the Human Brain.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Functional Brain Networks Underlying Auditory Saliency During Naturalistic Listening Experience.
IEEE Trans. Cogn. Dev. Syst., 2022
BI AVAN: Brain inspired Adversarial Visual Attention Network.
CoRR, 2022
A Unified and Biologically-Plausible Relational Graph Representation of Vision Transformers.
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CoRR, 2022
Rectify ViT Shortcut Learning by Visual Saliency.
CoRR, 2022
Discovering Dynamic Functional Brain Networks via Spatial and Channel-wise Attention.
CoRR, 2022
Bang-Bang Control Of A Tail-less Morphing Wing Flight.
CoRR, 2022
2021
Neural Correlates of Interobserver Visual Congruency in Free-Viewing Condition.
IEEE Trans. Cogn. Dev. Syst., 2021
2020
Hierarchical Organization of Functional Brain Networks Revealed by Hybrid Spatiotemporal Deep Learning.
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Brain Connect., 2020
Interwound Structural and Functional Difference Between Preterm and Term Infant Brains Revealed by Multi-view CCA.
Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020
2019
3D Convolutional Long-Short Term Memory Network for Spatiotemporal Modeling of fMRI Data.
Proceedings of the Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy, 2019
A Two-Stage DBN-Based Method to Exploring Functional Brain Networks in Naturalistic Paradigm FMRI.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Explore the Hierarchical Auditory Information Processing Via Deep Convolutional Autoencoder.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
2018
Modeling Task fMRI Data Via Deep Convolutional Autoencoder.
IEEE Trans. Medical Imaging, 2018
Automatic Recognition of fMRI-Derived Functional Networks Using 3-D Convolutional Neural Networks.
IEEE Trans. Biomed. Eng., 2018
Characterizing task-evoked and intrinsic functional networks from task-based fMRI data via two-stage sparse dictionary learning.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Latent source mining of fMRI data via deep belief network.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Modeling task fMRI data via mixture of deep expert networks.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Exploring intrinsic networks and their interactions using group wise temporal sparse coding.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
A novel framework for analyzing cortical folding patterns based on sulcal baselines and gyral crestlines.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
2017
Task fMRI data analysis based on supervised stochastic coordinate coding.
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Medical Image Anal., 2017
Multi-way Regression Reveals Backbone of Macaque Structural Brain Connectivity in Longitudinal Datasets.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Decoding dynamic auditory attention during naturalistic experience.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
FMRI data classification based on hybrid temporal and spatial sparse representation.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Predicting cortical 3-hinge locations via structural connective features.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Modeling Task fMRI Data via Deep Convolutional Autoencoder.
Proceedings of the Information Processing in Medical Imaging, 2017
2016
Predicting Movie Trailer Viewer's "Like/Dislike" via Learned Shot Editing Patterns.
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IEEE Trans. Affect. Comput., 2016
The integration of the internal and external milieu in the insula during dynamic emotional experiences.
NeuroImage, 2016
Weakly supervised target detection in remote sensing images based on transferred deep features and negative bootstrapping.
Multidimens. Syst. Signal Process., 2016
A Multi-stage Sparse Coding Framework to Explore the Effects of Prenatal Alcohol Exposure.
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Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Temporal Concatenated Sparse Coding of Resting State fMRI Data Reveal Network Interaction Changes in mTBI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Species Preserved and Exclusive Structural Connections Revealed by Sparse CCA.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Identifying autism biomarkers in default mode network using sparse representation of resting-state fMRI data.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Identifying group-wise consistent sub-networks via spatial sparse representation of natural stimulus FMRI data.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
A data-driven method to study brain structural connectivities via joint analysis of microarray data and dMRI data.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Latent source mining in FMRI data via deep neural network.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Exploring auditory network composition during free listening to audio excerpts via group-wise sparse representation.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2016
2015
Supervised Dictionary Learning for Inferring Concurrent Brain Networks.
IEEE Trans. Medical Imaging, 2015
Learning Computational Models of Video Memorability from fMRI Brain Imaging.
IEEE Trans. Cybern., 2015
Background Prior-Based Salient Object Detection via Deep Reconstruction Residual.
IEEE Trans. Circuits Syst. Video Technol., 2015
Holistic Atlases of Functional Networks and Interactions Reveal Reciprocal Organizational Architecture of Cortical Function.
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IEEE Trans. Biomed. Eng., 2015
Anatomy-Guided Dense Individualized and Common Connectivity-Based Cortical Landmarks (A-DICCCOL).
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IEEE Trans. Biomed. Eng., 2015
Sparsity-Constrained fMRI Decoding of Visual Saliency in Naturalistic Video Streams.
IEEE Trans. Auton. Ment. Dev., 2015
Decoding Semantics Categorization during Natural Viewing of Video Streams.
IEEE Trans. Auton. Ment. Dev., 2015
Arousal Recognition Using Audio-Visual Features and FMRI-Based Brain Response.
IEEE Trans. Affect. Comput., 2015
Sparse representation of whole-brain fMRI signals for identification of functional networks.
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Medical Image Anal., 2015
Analysis of music/speech via integration of audio content and functional brain response.
Inf. Sci., 2015
Modeling Task FMRI Data via Supervised Stochastic Coordinate Coding.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Deriving ADHD biomarkers with sparse coding based network analysis.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
2014
Merging Neuroimaging and Multimedia: Methods, Opportunities, and Challenges.
IEEE Trans. Hum. Mach. Syst., 2014
Group-Wise FMRI Activation Detection on DICCCOL Landmarks.
Neuroinformatics, 2014
Fusing DTI and fMRI data: A survey of methods and applications.
NeuroImage, 2014
Video abstraction based on fMRI-driven visual attention model.
Inf. Sci., 2014
Spatial and temporal visual attention prediction in videos using eye movement data.
Neurocomputing, 2014
Clustering and retrieval of video shots based on natural stimulus fMRI.
Neurocomputing, 2014
Decoding Auditory Saliency from FMRI Brain Imaging.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014
Learning fMRI-guided predictor of video shot changes.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Group-wise connection activation detection based on DICCCOL.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Exploring consistent functional brain networks during free viewing of videos via sparse representation.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Discovering network-level functional interactions from working memory fMRI data.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Integrating group-wise functional brain activities via point processes.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Evolutionarily-preserved consistent gyral folding patterns across primate brains.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Visual attention computation in video of driving environment.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014
2013
Representing and Retrieving Video Shots in Human-Centric Brain Imaging Space.
IEEE Trans. Image Process., 2013
Meta-Analysis of Functional Roles of DICCCOLs.
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Neuroinformatics, 2013
Fine-Granularity Functional Interaction Signatures for Characterization of Brain Conditions.
Neuroinformatics, 2013
Resting State fMRI-guided Fiber Clustering: Methods and Applications.
Neuroinformatics, 2013
Predicting cortical ROIs via joint modeling of anatomical and connectional profiles.
Medical Image Anal., 2013
A Comparative Study of Theoretical Graph Models for Characterizing Structural Networks of Human Brain.
Int. J. Biomed. Imaging, 2013
Modeling Cognitive Processes via Multi-stage Consistent Functional Response Detection.
Proceedings of the Multimodal Brain Image Analysis - Third International Workshop, 2013
Group-Wise FMRI Activation Detection on Corresponding Cortical Landmarks.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Sparse Representation of Group-Wise FMRI Signals.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Modeling Dynamic Functional Information Flows on Large-Scale Brain Networks.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Assessing Structural Organization and Functional Interaction in Gyral, Sulcal and Cortical Networks.
Proceedings of the Multimodal Brain Image Analysis - Third International Workshop, 2013
Data-driven evaluation of functional connectivity metrics.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Joint analysis of gyral folding and fiber shape patterns.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Functional brain interactions during free viewing of video stream.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Construction of multi-scale brain networks via DICCCOL landmarks.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Construction of Multi-scale Common Brain Networks Based on DICCCOL.
Proceedings of the Information Processing in Medical Imaging, 2013
2012
Bridging the Semantic Gap via Functional Brain Imaging.
IEEE Trans. Multim., 2012
Individual Functional ROI Optimization Via Maximization of Group-Wise Consistency of Structural and Functional Profiles.
Neuroinformatics, 2012
Inferring consistent functional interaction patterns from natural stimulus FMRI data.
NeuroImage, 2012
Visual analytics of brain networks.
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NeuroImage, 2012
Music/speech classification using high-level features derived from fmri brain imaging.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012
Characterization of Task-Free/Task-Performance Brain States.
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Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Constructing Fiber Atlases for Functional ROIs via fMRI-Guided DTI Image Registration.
Proceedings of the Multimodal Brain Image Analysis - Second International Workshop, 2012
Group-Wise Consistent Fiber Clustering Based on Multimodal Connectional and Functional Profiles.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
2011
Identification of cortical landmarks based on structural connectivity to subcortical regions.
Int. J. Comput. Biol. Drug Des., 2011
A biologically inspired computational model for image saliency detection.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011
Identification of Cortical Landmarks Based on Consistent Connectivity to Subcortical Structures.
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Proceedings of the Multimodal Brain Image Analysis, First International Workshop, 2011
Resting State fMRI-Guided Fiber Clustering.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Assessing Regularity and Variability of Cortical Folding Patterns of Working Memory ROIs.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Assessing graph models for description of brain networks.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Assessing the dynamics on functional brain networks using spectral graphy theory.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Activated Fibers: Fiber-Centered Activation Detection in Task-Based FMRI.
Proceedings of the Information Processing in Medical Imaging, 2011
Retrieving video shots in semantic brain imaging space using manifold-ranking.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
2010
Individualized ROI Optimization via Maximization of Group-wise Consistency of Structural and Functional Profiles.
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Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
Bridging low-level features and high-level semantics via fMRI brain imaging for video classification.
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Proceedings of the 18th International Conference on Multimedia 2010, 2010
Optimal combination of multiple cortical surface parcellations.
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Fiber-Centered Analysis of Brain Connectivities Using DTI and Resting State FMRI Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
A Dynamic Skull Model for Simulation of Cerebral Cortex Folding.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Predictive modeling of neuroanatomic structures for brain atrophy detection.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, San Diego, 2010
Automatic cortical surface parcellation based on fiber density information.
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Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Joint analysis of cortical folding pattern, thickness and fiber density using structural and DTI data.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Joint analysis of fiber shape and cortical folding patterns.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Human-centered attention models for video summarization.
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Proceedings of the 12th International Conference on Multimodal Interfaces / 7. International Workshop on Machine Learning for Multimodal Interaction, 2010