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	Predicting infant brain connectivity with federated multi-trajectory GNNs using scarce data 期刊论文 MEDICAL IMAGE ANALYSIS, 2025, 卷号: 102 作者: Pistos, Michalis; Li, Gang; Lin, Weili; Shen, Dinggang; Rekik, Islem Adobe PDF(5127Kb) \| 收藏 \| 浏览/下载：23/1 \| 提交时间：2025/04/11 Adversarial machine learning Contrastive Learning Graph neural networks Prediction models Brain connectivity Connectomics Data scarcity Graph neural networks Learning frameworks Longitudinal connectomic dataset Multi-modal Multimodal brain graph evolution prediction Single-baseline Trajectory prediction
	Domain generalization for mammographic image analysis with contrastive learning 期刊论文 COMPUTERS IN BIOLOGY AND MEDICINE, 2025, 卷号: 185 作者: Li, Zheren; Cui, Zhiming; Zhang, Lichi; Wang, Sheng; Lei, Chenjin Adobe PDF(2356Kb) \| 收藏 \| 浏览/下载：254/43 \| 提交时间：2024/12/27 Mammography Unsupervised learning Computer-aided Domain generalization Generalisation Image analyze Image-analysis Large data Learning models Learning techniques Mammographic image analysis Multi-views
	Federated Fine-Tuning for Pre-Trained Foundation Models Over Wireless Networks 期刊论文 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2025, 卷号: PP, 期号: 99 作者: Wang, Zixin; Zhou, Yong; Shi, Yuanming; Letaief, Khaled B. Adobe PDF(12364Kb) \| 收藏 \| 浏览/下载：76/1 \| 提交时间：2025/02/28 Adversarial machine learning Data privacy Differential privacy Edge computing Frequency allocation Integer programming Learning to rank Network embeddings Resource allocation Edge server Fine tuning Foundation models Intelligence services Learning performance On-line algorithms Parameter-efficient fine-tuning Pre-trained foundation model Resources allocation Upper Bound
	Ultra-Early Prediction of Lithium-ion Battery Cycle Life Based on Visualized Single-Cycle Data 期刊论文 IEEE TRANSACTIONS ON POWER ELECTRONICS, 2025, 卷号: PP, 期号: 99 作者: Wenjin Yang; Fanqi Min; Jingying Xie; Hengzhao Yang Adobe PDF(7619Kb) \| 收藏 \| 浏览/下载：75/6 \| 提交时间：2025/02/12 Lithium-ion batteries Mean square error Prediction models Battery cycle life Convolutional neural network Cycle data Cycle life predictions Image construction Ion batteries Lithium ions Single cycle Single-cycle data Ultra-early cycle life prediction
	Adaptive Separately Constrained Triplet Loss (A-SCTL) for High-Performance Triplet Networks 期刊论文 IEEE TRANSACTIONS ON NANOTECHNOLOGY, 2025, 卷号: 24 作者: Wang, Ziheng; Niknia, Farzad; Liu, Shanshan; Jiang, Honglan; Liu, Siting Adobe PDF(1283Kb) \| 收藏 \| 浏览/下载：16/1 \| 提交时间：2025/04/14 Training Face recognition Measurement Accuracy Hardware Adaptive systems Convergence Data models Adaptation models Testing Deep metric learning classification face recognition loss function triplet networks
	Federated Low-Rank Adaptation for Large Language Model Fine-Tuning Over Wireless Networks 会议论文 GLOBECOM 2024 - 2024 IEEE GLOBAL COMMUNICATIONS CONFERENCE, Cape Town, South Africa, 8-12 Dec. 2024 作者: Zixin Wang; Yong Zhou; Yuanming Shi; Khaled. B. Letaief 收藏 \| 浏览/下载：45/0 \| 提交时间：2025/03/18 Edge computing Frequency allocation Integer programming Learning to rank Mixed-integer linear programming Problem oriented languages Resource allocation Critical challenges Device scheduling Distributed data Fine tuning Fine-tuning methods Global models Language model Learning performance On-line algorithms Radio resources
	Satellite Federated Fine-Tuning for Foundation Models: Architecture Design and System Optimization 会议论文 GLOBECOM 2024 - 2024 IEEE GLOBAL COMMUNICATIONS CONFERENCE, Cape Town, South Africa, 8-12 Dec. 2024 作者: Yan Zhu; Peng Yang; Jingyang Zhu; Dingzhu Wen; Ting Wang 收藏 \| 浏览/下载：46/0 \| 提交时间：2025/03/18 Edge computing Integrated circuit design Network security Privacy by design Satellite communication systems Tropics Architecture designs Design optimization Fine tuning Foundation models Intelligence models Low earth orbit satellites Modeling architecture Proposed architectures Satellite data System optimizations
	Measurement Guidance in Diffusion Models: Insight from Medical Image Synthesis 期刊论文 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 12 作者: Luo, Yimin; Yang, Qinyu; Fan, Yuheng; Qi, Haikun; Xia, Menghan Adobe PDF(9618Kb) \| 收藏 \| 浏览/下载：249/4 \| 提交时间：2024/05/20 Task analysis Medical diagnostic imaging Uncertainty Image synthesis Training Reliability Data models Diffusion models measurement uncertainty guidance medical image synthesis controllable generation
	CAD-MLLM: Unifying Multimodality-Conditioned CAD Generation With MLLM 期刊论文 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (T-PAMI), 2024 作者: Xu, Jingwei; Zhao, Zibo; Wang, Chenyu; Liu, Wen; Ma, Yi Adobe PDF(7409Kb) \| 收藏 \| 浏览/下载：162/2 \| 提交时间：2024/12/17 Computer-Aided Design Models Multimodal Large Language Models Multimodality Data
	QUQ: Quadruplet Uniform Quantization for Efficient Vision Transformer Inference 会议论文 PROCEEDINGS - DESIGN AUTOMATION CONFERENCE, San Francisco, CA, United states, June 23, 2024 - June 27, 2024 作者: Geng, Xinkuang; Liu, Siting; Liu, Leibo; Han, Jie; Jiang, Honglan Adobe PDF(860Kb) \| 收藏 \| 浏览/下载：181/2 \| 提交时间：2024/12/27 Signal encoding Bit-Width Data ranges Inference process Memory overheads Performance Quantisation Quantized models Scale Factor Subrange Uniform quantization

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