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DropNaE: Alleviating irregularity for large-scale graph representation learning
期刊论文
NEURAL NETWORKS, 2025, 卷号: 183
作者:
Liu, Xin
;
Xiong, Xunbin
;
Yan, Mingyu
;
Xue, Runzhen
;
Pan, Shirui
Adobe PDF(1802Kb)
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浏览/下载:121/2
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提交时间:2024/12/27
Adversarial machine learning
Federated learning
Graph algorithms
Knowledge graph
Algorithm on graph representation learning
Efficient large-scale graph representation learning
Graph neural networks
Graph representation
Irregularity
Large-scales
Neural networks trainings
Real-world graphs
Real-world scenario
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)
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浏览/下载:83/1
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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 Retina-Electrode Interface for Light Sensing and Image Recognition
会议论文
2025 IEEE 38TH INTERNATIONAL CONFERENCE ON MICRO ELECTRO MECHANICAL SYSTEMS (MEMS), Kaohsiung, Taiwan, 19-23 Jan. 2025
作者:
Yunxiao Lu
;
Peijie Chen
;
Zhitao Zhou
;
Xiaoling Wei
;
Tiger H. Tao
收藏
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浏览/下载:34/0
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提交时间:2025/03/25
Eye protection
Microbial electrodes
Electrode interface
Light sensing
Light stimuli
Machine learning algorithms
Microelectrodes arrays
Perforated microelectrode array
Perforated structure
Retina-electrode interface
Retinal ganglion cells
Simultaneous recording
Dynamic Communication in Multi-Agent Reinforcement Learning via Information Bottleneck
会议论文
GLOBECOM 2024 - 2024 IEEE GLOBAL COMMUNICATIONS CONFERENCE, Cape Town, South Africa, 8-12 Dec. 2024
作者:
Jiawei You
;
Youlong Wu
;
Dingzhu Wen
;
Yong Zhou
;
Yuning Jiang
Adobe PDF(411Kb)
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收藏
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浏览/下载:344/5
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提交时间:2024/09/14
Adversarial machine learning
Information dissemination
Reinforcement learning
Communication overheads
Communication range
Cooperative tasks
Dynamic communication
Information bottleneck
Information sharing
Multi-agent reinforcement learning
Multiagent systems (MASs)
Reinforcement learning algorithms
Task performance
Transfer learning improves predictions in lignin content of Chinese fir based on Raman spectra
期刊论文
INTERNATIONAL JOURNAL OF BIOLOGICAL MACROMOLECULES, 2024, 卷号: 269
作者:
Gao, Wenli
;
Jiang, Qianqian
;
Guan, Ying
;
Huang, Huahong
;
Liu, Shengquan
Adobe PDF(5516Kb)
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浏览/下载:246/1
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提交时间:2024/06/07
Environmental protection
Forecasting
Learning algorithms
Lignin
Machine learning
Sustainable development
% reductions
Chinese fir
Energy expenditure
Heavy workloads
Lignin contents
Machine-learning
Synthetic polymers
Toxic reagents
Transfer learning
Wet-chemical method
A novel bilateral stream neural network for melt pool monitoring during laser direct energy deposition
期刊论文
JOURNAL OF INTELLIGENT AND FUZZY SYSTEMS, 2024, 卷号: 46, 期号: 4, 页码: 7727-7738
作者:
Wang, Zhongan
;
Li, Honghai
;
Pang, Minghao
;
Wu, Yingna
;
Yang, Rui
Adobe PDF(702Kb)
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浏览/下载:373/3
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提交时间:2024/06/07
Deposition
High speed cameras
Lakes
Learning algorithms
Machine learning
Metal cutting
Bilateral stream neural network
Bonding conditions
Detection methods
Dilution rate
Energy depositions
Laser direct energy deposition
Melt pool
Melt pool state
Metal parts
Neural-networks
Partial Multi-label Learning with a Few Accurately Labeled Data
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Jakarta, Indonesia, November 15, 2023 - November 19, 2023
作者:
Mizuguchi, Haruhi
;
Kimura, Keigo
;
Kudo, Mineichi
;
Sun, Lu
Adobe PDF(31537Kb)
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收藏
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浏览/下载:316/0
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提交时间:2024/01/19
Learning algorithms
Learning systems
Machine learning
False positive
Labeled data
Learn+
Machine-learning
Multi-label classifications
Multi-label learning
Partial multi-label learning
Ranking loss
Training data
Machine learning algorithms for diagnosis of hip bone osteoporosis: a systematic review and meta-analysis study
期刊论文
BIOMEDICAL ENGINEERING ONLINE, 2023, 卷号: 22, 期号: 1
作者:
Rahim, Fakher
;
Zadeh, Amin Zaki
;
Javanmardi, Pouya
;
Komolafe, Temitope Emmanuel
;
Khalafi, Mohammad
Adobe PDF(2140Kb)
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收藏
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浏览/下载:655/196
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提交时间:2023/07/21
Bone
Diagnosis
Digital libraries
Diseases
Learning algorithms
Bone disease
Hip
Likelihood ratios
Lower extremity
Machine learning algorithms
Machine-learning
Meta-analysis
Metabolic
Osteoporosis
Univariate analysis
Structured Sparse Multi-Task Learning with Generalized Group Lasso
会议论文
FRONTIERS IN ARTIFICIAL INTELLIGENCE AND APPLICATIONS, Krakow, Poland, September 30, 2023 - October 4, 2023
作者:
Fei, Luhuan
;
Sun, Lu
;
Kudo, Mineichi
;
Kimura, Keigo
Adobe PDF(934Kb)
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收藏
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浏览/下载:673/228
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提交时间:2023/11/24
Learning systems
Machine learning
Mathematical operators
Optimization
Compact model
Generalisation
Group lassos
High-dimensional
Learning to learn
Multitask learning
Optimization algorithms
Regularisation
Sharing information
Structured sparsities
Grouped Multi-Task Learning with Hidden Tasks Enhancement
会议论文
FRONTIERS IN ARTIFICIAL INTELLIGENCE AND APPLICATIONS, Krakow, Poland, September 30, 2023 - October 4, 2023
作者:
Jin, Jiachun
;
Wang, Jiankun
;
Sun, Lu
;
Zheng, Jie
;
Kudo, Mineichi
Adobe PDF(599Kb)
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收藏
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浏览/下载:490/199
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提交时间:2023/11/24
Clustering algorithms
Learning systems
Machine learning
Generalization performance
Learning methods
Multitask learning
Parameter learning
Parameter spaces
Prediction performance
Prediction tasks
Subspace clustering
Unified framework
Within clusters
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