2025
DistAL: A Domain-Shift Active Learning Framework With Transferable Feature Learning for Lesion Detection.
IEEE Trans. Medical Imaging, July, 2025
UAE: Universal Anatomical Embedding on multi-modality medical images.
Medical Image Anal., 2025
2024
Exploratory Training for Universal Lesion Detection: Enhancing Lesion Mining Quality Through Temporal Verification.
IEEE J. Biomed. Health Informatics, October, 2024
David vs. Goliath: comparing conventional machine learning and a large language model for assessing students' concept use in a physics problem.
Frontiers Artif. Intell., 2024
Joint Optimization of Data- and Model-Driven Probing Beams and Beam Predictor.
CoRR, 2024
Entropy-based Probing Beam Selection and Beam Prediction via Deep Learning.
CoRR, 2024
Rethinking nnU-Net for Cross-Modality Unsupervised Domain Adaptation in Abdominal Organ Segmentation.
Proceedings of the Fast, Low-Resource, Accurate Robust Organ and Pan-cancer Segmentation, 2024
Reframing Universal Lesion Segmentation as a Large-Organ Lesion Segmentation Task.
Proceedings of the Fast, Low-Resource, Accurate Robust Organ and Pan-cancer Segmentation, 2024
2023
A Survey of Current Machine Learning Approaches to Student Free-Text Evaluation for Intelligent Tutoring.
Int. J. Artif. Intell. Educ., December, 2023
SAMv2: A Unified Framework for Learning Appearance, Semantic and Cross-Modality Anatomical Embeddings.
CoRR, 2023
SAME++: A Self-supervised Anatomical eMbeddings Enhanced medical image registration framework using stable sampling and regularized transformation.
CoRR, 2023
Tackling the Incomplete Annotation Issue in Universal Lesion Detection Task By Exploratory Training.
CoRR, 2023
Matching in the Wild: Learning Anatomical Embeddings for Multi-Modality Images.
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CoRR, 2023
SAM++: Enhancing Anatomic Matching using Semantic Information and Structural Inference.
CoRR, 2023
An End-to-End Framework For Universal Lesion Detection With Missing Annotations.
CoRR, 2023
InkGAN: Generative Adversarial Networks for Ink-And-Wash Style Transfer of Photographs.
Adv. Artif. Intell. Mach. Learn., 2023
Liver Tumor Screening and Diagnosis in CT with Pixel-Lesion-Patient Network.
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Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
SAMConvex: Fast Discrete Optimization for CT Registration Using Self-supervised Anatomical Embedding and Correlation Pyramid.
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Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
SLPT: Selective Labeling Meets Prompt Tuning on Label-Limited Lesion Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Semi-supervised Few-shot Network Intrusion Detection based on Meta-learning.
Proceedings of the 2023 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2023
Unsupervised Mobile User Behavior Detection Based on Siamese Neural Networks.
Proceedings of the 2023 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2023
Anatomical Invariance Modeling and Semantic Alignment for Self-supervised Learning in 3D Medical Image Analysis.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
DAC-PPYOLOE+: A Lightweight Real-time Detection Model for Early Apple Leaf Pests and Diseases under Complex Background.
Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023
2022
Adaptive Hybrid Precoding With High Energy Efficiency for Millimeter Wave Communication Systems.
IEEE Syst. J., 2022
Argument Similarity Assessment in German for Intelligent Tutoring: Crowdsourced Dataset and First Experiments.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
How Authentic Leadership Shapes Bank Employees' Work Engagement: A Moderated Mediation.
Proceedings of the 8th International Conference on Industrial and Business Engineering, 2022
2021
A deep learning approach to segmentation of nasopharyngeal carcinoma using computed tomography.
Biomed. Signal Process. Control., 2021
A Systemic Method of Traffic Flow Velocity Prediction in Narrow Waterways Using AIS Data.
Proceedings of the 2021 International Conference on Security, 2021
Liver Tumor Localization and Characterization from Multi-phase MR Volumes Using Key-Slice Prediction: A Physician-Inspired Approach.
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Proceedings of the Predictive Intelligence in Medicine - 4th International Workshop, 2021
2020
Test and Study of Pipe Pile Penetration in Cohesive Soil Using FBG Sensing Technology.
Sensors, 2020
Fiber Bragg Grating Sensors for Pile Jacking Monitoring in Clay Soil.
Sensors, 2020
Hybrid precoding based on adaptive RF-chain-to-antenna connection for millimeter wave MIMO systems.
Phys. Commun., 2020
Parallel design of sparse deep belief network with multi-objective optimization.
Inf. Sci., 2020
SFIM Detector Based on Joint-Sparse Index Removal for MIMO-OFDM-CR System.
IEEE Commun. Lett., 2020
Hybrid TH Precoding and Combining With Sub-Connected Structure for mmWave Systems.
IEEE Commun. Lett., 2020
Fully-Automated Liver Tumor Localization and Characterization from Multi-Phase MR Volumes Using Key-Slice ROI Parsing: A Physician-Inspired Approach.
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CoRR, 2020
Hybrid Precoding with Adaptive Sub-connected Architecture for mmWave Massive MIMO Systems.
Proceedings of the 31st IEEE Annual International Symposium on Personal, 2020
2019
Givens rotation based column-wise hybrid precoding for millimeter wave MIMO systems.
Digit. Signal Process., 2019
ROD-based hybrid TH precoding and combining for mmWave large-scale MIMO systems.
Digit. Signal Process., 2019
2018
Micromagnetic Modeling of Thin Film Segmented Medium for Microwave-Assisted Magnetic Recording.
PhD thesis, 2018
RuG @ EVALITA 2018: Hate Speech Detection In Italian Social Media.
Proceedings of the Sixth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2018) co-located with the Fifth Italian Conference on Computational Linguistics (CLiC-it 2018), 2018
2017
Partitioned-cooperative quantum-behaved particle swarm optimization based on multilevel thresholding applied to medical image segmentation.
Appl. Soft Comput., 2017
Large-scale data clustering algorithm based on quantum immune regulation network.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Sparse Restricted Boltzmann Machine Based on Multiobjective Optimization.
Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017
2013
Underground stope optimization with network flow method.
Comput. Geosci., 2013