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Over-the-Air Hierarchical Personalized Federated Learning
期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2025, 卷号: 74, 期号: 3, 页码: 5006-5021
作者:
Fangtong Zhou
;
Zhibin Wang
;
Hangguan Shan
;
Liantao Wu
;
Xiaohua Tian
Adobe PDF(17363Kb)
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收藏
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浏览/下载:299/1
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提交时间:2024/11/28
Convex optimization
Optical transceivers
Transfer learning
Cloud servers
Data heterogeneity
Data-communication
Edge server
Hierarchical architectures
Interference management
Learning frameworks
Learning performance
Over the airs
Over-the-air computation
Fast FPGA Accelerator of Graph Cut Algorithm With Threshold Global Relabel and Inertial Push
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: PP, 期号: 99
作者:
Guangyao Yan
;
Xinzhe Liu
;
Hui Wang
;
Yajun Ha
Adobe PDF(7777Kb)
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浏览/下载:88/1
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提交时间:2025/03/03
Data flow graphs - Heuristic algorithms - Sleep research
Algorithm convergence - FPGA acceleration - Global relabel - Graph-cut - Grid graphs - Memory resources - Min cut/max flows - Optimization task - Push relabel - Redundant computation
Sensing-Communication-Computation Integration for Federated Edge Learning with Controllable Model Dropout
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2025, 卷号: PP, 期号: 99
作者:
Xiang Jiao
;
Guangxu Zhu
;
Wei Jiang
;
Li Chen
;
Wu Luo
Adobe PDF(7280Kb)
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浏览/下载:84/2
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提交时间:2025/02/17
Adversarial machine learning
Contrastive Learning
Convex optimization
Electronic data interchange
Gluing
Resource allocation
Batch sizes
Collaborative modeling
Convergence analysis
Dropout
Federated edge learning
Integrated sensing
Integrated sensing-computation-communication
Learning convergence
Privacy preserving
Resources allocation
ASight: Fine-tuning Auto-Scheduling Optimizations for Model Deployment via Visual Analytics
期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2025, 卷号: PP, 期号: 99
作者:
Laixin Xie
;
Chenyang Zhang
;
Ruofei Ma
;
Xingxing Xing
;
Wei Wan
Adobe PDF(12724Kb)
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收藏
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浏览/下载:14/1
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提交时间:2025/06/04
Code converters
Computer hardware description languages
Data flow analysis
Deep learning
Flow visualization
High level languages
Network theory (graphs)
Compilation
Design phase
Design Principles
Fine tuning
Model deployment
Optimization design
Performance bottlenecks
Program analysis
Scheduling optimization
Visual analytics
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
Adobe PDF(1272Kb)
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收藏
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浏览/下载:67/1
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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
Towards Convexity in Anomaly Detection: A New Formulation of SSLM with Unique Optimal Solutions
预印本
2024
作者:
Liu, Hongying
;
Wang, Hao
;
Chu, Haoran
;
Wu, Yibo
收藏
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浏览/下载:185/0
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提交时间:2024/12/17
support vector data description
small sphere and large margin
anomaly detection
ν-property
convex optimization
Detection and Utilization of Reflections in LiDAR Scans Through Plane Optimization and Plane SLAM
期刊论文
ARXIV, 2024, 卷号: 24, 期号: 15
作者:
Li, Yinjie
;
Zhao, Xiting
;
Schwertfeger, Soren
Adobe PDF(3473Kb)
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收藏
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浏览/下载:269/4
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提交时间:2024/07/02
Reflection Detection
SLAM
Plane Optimization
Open systems
Robots
3D reconstruction
Data-reading
Glass mirrors
Inconsistent data
Localisation
Optimisations
Plane detection
Plane optimization
Reflection detections
Data-Driven Joint Distributionally Robust Chance-Constrained Operation for Multiple Integrated Electricity and Heating Systems
期刊论文
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2024, 卷号: 15, 期号: 3, 页码: 1782-1798
作者:
Junyi Zhai
;
Yuning Jiang
;
Ming Zhou
;
Yuanming Shi
;
Wei Chen
Adobe PDF(19718Kb)
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收藏
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浏览/下载:227/0
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提交时间:2024/03/29
Alternating minimization algorithm
data-driven
distributed optimization
integrated electricity and heating systems
joint distributionally robust chance-constrained
optimized CVaR approximation
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:466/5
|
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
A Mixing-Accelerated Primal-Dual Proximal Algorithm for Distributed Nonconvex Optimization
会议论文
PROCEEDINGS OF THE AMERICAN CONTROL CONFERENCE, Toronto, ON, Canada, July 10, 2024 - July 12, 2024
作者:
Zichong, O.
;
Qiu, Chenyang
;
Wang, Dandan
;
Jie, L.
Adobe PDF(216Kb)
|
收藏
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浏览/下载:431/58
|
提交时间:2024/10/11
Chebyshev polynomials
Clutter (information theory)
Data fusion
Information fusion
Lagrange multipliers
Optimal systems
Polynomials
Augmented Lagrangians
Cost-function
Decentralised
Distributed mixing
Multiagent networks
Nonconvex
Nonconvex optimization
Nonconvex-optimization
Primal-dual
Proximal algorithm
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