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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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收藏
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浏览/下载:123/2
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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:87/1
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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
|
浏览/下载:39/0
|
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
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
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浏览/下载:54/0
|
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
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
Adobe PDF(411Kb)
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收藏
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浏览/下载:355/5
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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
Nondestructive in-ovo sexing of Hy-Line Sonia eggs by EggFormer using hyperspectral imaging
期刊论文
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2024, 卷号: 225
作者:
Ji, Chengming
;
Song, Ke
;
Chen, Zixin
;
Wang, Shanyong
;
Xu, Huanliang
Adobe PDF(5667Kb)
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收藏
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浏览/下载:280/1
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提交时间:2024/08/23
Animals
Cost effectiveness
Deep learning
Forestry
Learning algorithms
Learning systems
Polymerase chain reaction
Principal component analysis
Volatile organic compounds
Animal welfare
Chicken eggs
Cost-effective solutions
Deep learning
Economic values
In-ovo sexing
Interpretable
Non destructive
Poultry production
Spectral images
SDDRL-SR: A High-Reliability Satellite Routing Algorithm Based on Deep Reinforcement Learning
会议论文
2024 IEEE 99TH VEHICULAR TECHNOLOGY CONFERENCE (VTC2024-SPRING), Singapore, Singapore, 24-27 June 2024
作者:
Zhao-Long Ding
;
Hui-Jie Liu
;
Feng Tian
;
Zi-Jian Yang
Adobe PDF(559Kb)
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收藏
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浏览/下载:170/1
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提交时间:2024/09/30
Bayesian networks
Deep learning
Reinforcement learning
Routing algorithms
Satellite communication systems
Satellite links
Dijkstra
Distributed routing
End to end latencies
Low earth orbit satellite network
Low earth orbit satellites
Reinforcement learnings
Routing methods
Routings
Satellite network
Two-hop state-aware
Decentralized Satellite Federated Learning via Intra- and Inter-Orbit Communications
会议论文
2024 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS, ICC WORKSHOPS 2024, Denver, CO, USA, 9-13 June 2024
作者:
Zhou Fangtong
;
Wang Zhibin
;
Shi Yuanming
;
Zhou Yong
Adobe PDF(693Kb)
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收藏
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浏览/下载:451/5
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提交时间:2024/05/27
Combinatorial optimization
Energy utilization
Frequency allocation
Resource allocation
Routing algorithms
Satellite communication systems
Satellite links
Tropics
Computing resource
Convergence time
Data resources
Decentralised
Ground stations
Joint resource allocations
Learning frameworks
Resource routing
Routing selection
Selection algorithm
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:
Adobe PDF(5516Kb)
|
收藏
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浏览/下载:250/1
|
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
Multi-Level Progressive Reinforcement Learning for Control Policy in Physical Simulations
会议论文
2024 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), Yokohama, Japan, 13-17 May 2024
作者:
Kefei Wu
;
Xuming He
;
Yang Wang
Adobe PDF(2701Kb)
|
收藏
|
浏览/下载:368/4
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提交时间:2024/08/26
Intelligent virtual agents
Reinforcement learning
Control policy
Fluid simulations
Model free
Multilevels
Physical simulation
Real-world scenario
Reinforcement learning algorithms
Reinforcement learnings
Simulation took
Training model
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