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Dynamic UAV-Assisted Cooperative Edge AI Inference
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2025, 卷号: 24, 期号: 1, 页码: 615-628
作者:
Jingfeng Huang
;
Lixiang Lian
;
Dingzhu Wen
Adobe PDF(9902Kb)
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浏览/下载:184/10
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提交时间:2025/01/13
Aircraft communication
Data communication systems
Digital communication systems
Edge computing
Health risks
Inference engines
Aerial vehicle
Edge AI inference
Inference systems
Intelligent Services
Over the airs
Over-the-air computation
Real-time data
Trajectory designs
Unmanned aerial vehicle trajectory design
Vehicle trajectories
Exploring the Trade-Offs: Unified Large Language Models vs Local Fine-Tuned Models for Highly-Specific Radiology NLI Task
期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2025, 卷号: PP, 期号: 99
作者:
Wu, Zihao
;
Zhang, Lu
;
Cao, Chao
;
Yu, Xiaowei
;
Liu, Zhengliang
Adobe PDF(6388Kb)
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浏览/下载:39/3
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提交时间:2025/02/28
Inference engines
Intelligent systems
Network security
Problem oriented languages
Unified Modeling Language
Language inference
Language model
Language processing
Large language model
Natural language inference
Natural language processing
Natural languages
Performance
Radiology reports
Domain-decomposed Bayesian inversion based on local Karhunen-Loève expansions
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2024, 卷号: 504
作者:
Xu, Zhihang
;
Liao, Qifeng
;
Li, Jinglai
Adobe PDF(1315Kb)
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浏览/下载:388/55
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提交时间:2024/04/26
Bayesian networks
Domain decomposition methods
Inference engines
Markov processes
Monte Carlo methods
Numerical methods
Bayesian inference
Bayesian inversion
Domain decompositions
Karhunen Loeve Expansion
Local karhunen-loeve expansion
Markov chain Monte Carlo
Markov Chain Monte-Carlo
Random fields
Spatial domains
Subdomain
Next-Word Prediction: A Perspective of Energy-Aware Distributed Inference
期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2023, 卷号: PP, 期号: 99, 页码: 1-14
作者:
Shangshang Wang
;
Ziyu Shao
;
John C.S. Lui
Adobe PDF(7221Kb)
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浏览/下载:238/0
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提交时间:2023/09/22
Budget control
E-learning
Economic and social effects
Energy utilization
Forecasting
Inference engines
Learning algorithms
Learning systems
Modeling languages
Natural language processing systems
Numerical methods
Quality control
Computational modelling
Distributed inference
Edge natural language processing
Energy-consumption
Language processing
Natural language processing
Natural languages
Next-word prediction
On-line controls
Online learning
Predictive models
Quality of experience
Quality-of-service
Word prediction
Robust Fuzzy Neural Network With an Adaptive Inference Engine
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2023, 卷号: PP, 期号: 99, 页码: 1-11
作者:
Leijie Zhang
;
Ye Shi
;
Yu-Cheng Chang
;
Chin-Teng Lin
Adobe PDF(2514Kb)
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浏览/下载:241/0
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提交时间:2023/03/17
Clustering algorithms
Deep neural networks
Engines
Fuzzy control
Fuzzy inference
Learning algorithms
Membership functions
Network layers
Uncertainty analysis
Adaptation models
Data uncertainty
Fuzzy neural network
Fuzzy-Logic
Fuzzy-neural-networks
High dimensionality
Neural-networks
Robustness
Task analysis
Uncertainty
ESAMPLER: Boosting sampling of satisfying assignments for Boolean formulas via derivation
期刊论文
JOURNAL OF SYSTEMS ARCHITECTURE, 2022, 卷号: 129
作者:
Xu, Yongjie
;
Song, Fu
;
Chen, Taolue
Adobe PDF(2750Kb)
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浏览/下载:333/0
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提交时间:2022/07/15
Bayesian networks
Boolean functions
Computational complexity
Inference engines
Random number generation
Boolean formulae
Boolean satisfiability
Classical problems
Constraint-based
Constraint-based sampling
Data optimization
Data testing
Satisfiability solving
Satisfying assignments
State of the art
Span-Based Semantic Role Labeling with Argument Pruning and Second-Order Inference
会议论文
PROCEEDINGS OF THE 36TH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, AAAI 2022, Virtual, Online, February 22, 2022 - March 1, 2022
作者:
Jia, Zixia
;
Yan, Zhaohui
;
Haoyi, Wu
;
Tu, Kewei
Adobe PDF(352Kb)
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浏览/下载:442/0
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提交时间:2023/03/10
Graphic methods
Inference engines
Approximate inference
Graph-based
High-order
Higher-order
Inference algorithm
Negative samples
Second orders
Semantic role labeling
Spatial Feature Aided Optimal Compressive Phase Training and Channel Estimation in Massive MIMO Systems with RIS
会议论文
IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, Seoul, Korea, Republic of, May 16, 2022 - May 20, 2022
作者:
Fang, Pan
;
Lian, Lixiang
Adobe PDF(1129Kb)
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收藏
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浏览/下载:263/0
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提交时间:2022/09/23
Bayesian networks
Channel state information
Computational efficiency
Inference engines
Interlocking signals
MIMO systems
Accurate channels
Channel estimation algorithms
Channel-state information
Compressive channel estimations
Estimation performance
In-channels
Information acquisitions
Optimal phase training
RIS
Spatial features
Neuralizing Regular Expressions for Slot Filling
会议论文
EMNLP 2021 - 2021 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING, PROCEEDINGS, Virtual, Punta Cana, Dominican republic, November 7, 2021 - November 11, 2021
作者:
Jiang, Chengyue
;
Jin, Zijian
;
Tu, Kewei
Adobe PDF(742Kb)
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收藏
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浏览/下载:436/0
|
提交时间:2022/12/09
Recurrent neural networks
Inference engines
Pattern matching
Computational linguistics
Approximate inference
Finite state transducers
Inference algorithm
Neural modelling
Neural-networks
Performance
Regular expressions
Sequence Labeling
Training data
Reconfigurable Intelligent Surface for Massive Connectivity: Joint Activity Detection and Channel Estimation
期刊论文
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2021, 卷号: 69, 页码: 5693-5707
作者:
Shuhao Xia
;
Yuanming Shi
;
Yong Zhou
;
Xiaojun Yuan
Adobe PDF(1800Kb)
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收藏
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浏览/下载:627/0
|
提交时间:2021/12/03
Bayesian networks
Data transfer
Factorization
Inference engines
Problem solving
Signal processing
Active devices
Activity detection
Convergence
Data
transmission
Estimation problem
Grammar
Joint activity
Reconfigurable
Signal processing algorithms
Signal propagation
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