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	AugGPT: Leveraging ChatGPT for Text Data Augmentation 期刊论文 IEEE TRANSACTIONS ON BIG DATA, 2025, 卷号: 11, 期号: 3, 页码: 907-918 作者: Dai, Haixing; Liu, Zhengliang; Liao, Wenxiong; Huang, Xiaoke; Cao, Yihan Adobe PDF(1043Kb) \| 收藏 \| 浏览/下载：216/37 \| 提交时间：2025/03/14 Contrastive Learning - Data assimilation - Spatio-temporal data Augmentation methods - Data augmentation - Few-shot learning - Language model - Language processing - Large language model - Natural language processing - Natural languages - Sample sizes - Text data
	Leveraging Large Language Models for Network Security: A Multi-Expert Approach 期刊论文 INTERNET TECHNOLOGY LETTERS, 2025, 卷号: 8, 期号: 3 作者: Lin, Tianshun; Xu, Changgui; Zhang, Jianshan; Lin, Nan; Liu, Yuxin Adobe PDF(335Kb) \| 收藏 \| 浏览/下载：32/1 \| 提交时间：2025/04/25 Deep learning Reinforcement learning Semantics Computational overheads Edge computing EDGE Networks Industrial edge computing Language model Large language model Multi-expert Networks security Reinforcement learning models Reinforcement learnings
	Predicting Future Cognitive Development Using Past Brain FMRI with Spatiotemporal Graph Transformers Guided by Prior Information 会议论文 2025 IEEE 22ND INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), Houston, TX, USA, 14-17 April 2025 作者: Gaofeng Wu; Weijia Zhang; Zihao Zhu; Xinyi Cai; Yuxuan Hu Adobe PDF(6780Kb) \| 收藏 \| 浏览/下载：243/14 \| 提交时间：2024/11/29 Network theory (graphs) Reinforcement learning Brain networks Brain regions Cognitive development Developmental trajectory Infant development Language model Large language model Outcome prediction Prior information Spatio-temporal graphs
	Uncertainty-aware Knowledge Tracing 会议论文 PROCEEDINGS OF THE AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, Philadelphia, PA, United states, February 25, 2025 - March 4, 2025 作者: Cheng, Weihua; Du, Hanwen; Li, Chunxiao; Ni, Ersheng; Tan, Liangdi Adobe PDF(755Kb) \| 收藏 \| 浏览/下载：16/2 \| 提交时间：2025/06/17 Deep learning Knowledge engineering Students Deterministics Knowledge state Knowledge tracings Learning platform Massive open online course Online learning Student interactions Student learning Tracing model Uncertainty
	Time-Domain 3D Electromagnetic Fields Estimation Based on Physics-Informed Deep Learning Framework 会议论文 2025 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE (DATE), Lyon, France, 31 March-2 April 2025 作者: Huifan Zhang; Yun Hu; Pingqiang Zhou Adobe PDF(1438Kb) \| 收藏 \| 浏览/下载：20/1 \| 提交时间：2025/05/26 Deep learning Digital elevation model Electromagnetic field theory Evanescent fields Integrated circuit design Mean square error Open source software Time domain analysis Circuit designs Electromagnetic simulation Electromagnetics Field estimations Learn+ Learning frameworks Machine-learning Physic-informed machine learning RF/microwave circuit Time domain
	LLM-SRAF: Sub-Resolution Assist Feature Generation Using Large Language Model 会议论文 2025 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE (DATE), Lyon, France, 31 March-2 April 2025 作者: Tianyi Li; Zhexin Tang; Tao Wu; Bei Yu; Jingyi Yu Adobe PDF(808Kb) \| 收藏 \| 浏览/下载：20/1 \| 提交时间：2025/05/26 Supervised learning Circuit features Computational resources Feature generation Feature sizes Language model Model-based OPC Pattern fidelity Pattern resolution Sub-resolution assist feature Wafer patterns
	Federated Fine-Tuning for Pre-Trained Foundation Models Over Wireless Networks 期刊论文 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2025, 卷号: 24, 期号: 4, 页码: 3450-3464 作者: Wang, Zixin; Zhou, Yong; Shi, Yuanming; Letaief, Khaled B. Adobe PDF(12364Kb) \| 收藏 \| 浏览/下载：99/1 \| 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
	A Novel Hierarchical Cross-Stream Aggregation Neural Network for Semantic Segmentation of 3-D Dental Surface Models 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2025, 卷号: 36, 期号: 4, 页码: 7382-7394 作者: Kehan Li; Jihua Zhu; Zhiming Cui; Xinning Chen; Yang Liu Adobe PDF(10466Kb) \| 收藏 \| 浏览/下载：223/0 \| 提交时间：2024/06/11 Deep learning Geometry Semantics 3-D dental model 3-D shape 3-D shape segmentation Dental models Geometric deep learning Multi-stream Multistream information fusion Orthodontic treatment planning Orthodontic treatments Shape segmentation Treatment planning
	Reconfigurable phase-only acoustic holography with surrogate model based on soft-GAN 期刊论文 APPLIED ACOUSTICS, 2025, 卷号: 233 作者: Lu, Qingyi; Zhong, Chengxi; Su, Hu; Liu, Song Adobe PDF(5103Kb) \| 收藏 \| 浏览/下载：315/1 \| 提交时间：2025/03/14 Acoustic arrays - Acoustic fields - Acoustic transducers - Gallium nitride - Holograms - Sound recording Acoustic field patterns - Acoustic field reconstruction - Deep learning - Industrial scenarios - Model-based OPC - Penetration ability - Phase-only - Phase-only acoustic holography - Reconfigurable - Surrogate modeling
	RelVid: Relational Learning with Vision-Language Models for Weakly Video Anomaly Detection 期刊论文 SENSORS, 2025, 卷号: 25, 期号: 7 作者: Wang, Jingxin; Li, Guohan; Liu, Jiaqi; Xu, Zhengyi; Chen, Xinrong Adobe PDF(5771Kb) \| 收藏 \| 浏览/下载：60/1 \| 提交时间：2025/03/31 vision-language model Adapter weakly video anomaly detection feature learning

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