Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Rethinking Fetal Brain Atlas Construction: A Deep Learning Perspective.

[BibT_eX]

[DOI]

Kai Zhang

Proceedings of the Perinatal, Preterm and Paediatric Image Analysis, 2024

Towards Accurate Fetal Brain Parcellation via Hierarchical Network and Loss.

[BibT_eX]

[DOI]

Proceedings of the Perinatal, Preterm and Paediatric Image Analysis, 2024

FedSecurity: A Benchmark for Attacks and Defenses in Federated Learning and Federated LLMs.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Unified-EGformer: Exposure Guided Lightweight Transformer for Mixed-Exposure Image Enhancement.

[BibT_eX]

[DOI]

Nikhil Ambha Madhusudhana

John W. Nicholson

Lichao Sun

Brian D. Davison

Proceedings of the Pattern Recognition - 27th International Conference, 2024

2023

Adversarial Attack and Defense on Graph Data: A Survey.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., August, 2023

Holistic Evaluation of GPT-4V for Biomedical Imaging.

[BibT_eX]

[DOI]

CoRR, 2023

Robust Computer Vision in an Ever-Changing World: A Survey of Techniques for Tackling Distribution Shifts.

[BibT_eX]

[DOI]

CoRR, 2023

Multimodal ChatGPT for Medical Applications: an Experimental Study of GPT-4V.

[BibT_eX]

[DOI]

CoRR, 2023

Evaluating Large Language Models for Radiology Natural Language Processing.

[BibT_eX]

[DOI]

CoRR, 2023

FedMLSecurity: A Benchmark for Attacks and Defenses in Federated Learning and LLMs.

[BibT_eX]

[DOI]

CoRR, 2023

BiomedGPT: A Unified and Generalist Biomedical Generative Pre-trained Transformer for Vision, Language, and Multimodal Tasks.

[BibT_eX]

[DOI]

CoRR, 2023

Memory-adaptive Depth-wise Heterogenous Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Securing Biomedical Images from Unauthorized Training with Anti-Learning Perturbation.

[BibT_eX]

[DOI]

CoRR, 2023

A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT.

[BibT_eX]

[DOI]

CoRR, 2023

Backdoor Attacks to Pre-trained Unified Foundation Models.

[BibT_eX]

[DOI]

CoRR, 2023

Developing Large Pre-trained Model for Breast Tumor Segmentation from Ultrasound Images.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

Enabling the interpretability of pretrained venue representations using semantic categories.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Spatial-Temporal Graph Data Mining for IoT-Enabled Air Mobility Prediction.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

Fully Privacy-Preserving Federated Representation Learning via Secure Embedding Aggregation.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2022

Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation.

[BibT_eX]

[DOI]

CoRR, 2022

Phased Flight Trajectory Prediction with Deep Learning.

[BibT_eX]

[DOI]

Kai Zhang

Bowen Chen

CoRR, 2022

Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021

Weighted-Attribute Triplet Hashing for Large-Scale Similar Judicial Case Matching.

[BibT_eX]

[DOI]

Comput. Intell. Neurosci., 2021

Learning-to-Dispatch: Reinforcement Learning Based Flight Planning under Emergency.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Federated Variational Learning for Anomaly Detection in Multivariate Time Series.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Performance, 2021

Learning to Detect: A Data-driven Approach for Network Intrusion Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Performance, 2021

2020

Spatio-Temporal Data Mining for Aviation Delay Prediction.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Performance Computing and Communications Conference, 2020

UAV Swarm Communication Aware Formation Control via Deep Q Network.

[BibT_eX]

[DOI]

Chengtao Xu

Kai Zhang

Houbing Song

Proceedings of the 39th IEEE International Performance Computing and Communications Conference, 2020

2016

Applying Probabilistic Model Checking to Express Delivery Location Selection and Optimization.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on e-Business Engineering, 2016

Kai Zhang

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