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LacGCL: Lightweight message masking with linear attention and cross-view interaction graph contrastive learning for recommendation
期刊论文
INFORMATION PROCESSING AND MANAGEMENT, 2025, 卷号: 62, 期号: 1
作者:
Jia, Haohe
;
Hou, Peng
;
Zhou, Yong
;
Zhu, Hongbin
;
Chai, Hongfeng
Adobe PDF(1539Kb)
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浏览/下载:324/2
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提交时间:2024/11/08
Adversarial machine learning
Federated learning
Computational costs
Cross-view
Dense matrix
Graph neural networks
Graph structures
High-accuracy
Interaction graphs
Learning methods
Matrix operations
Recommendation accuracy
Compact Powers-of-Two: An Efficient Non-Uniform Quantization for Deep Neural Networks
会议论文
2024 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION (DATE), Valencia, Spain, 25-27 March 2024
作者:
Xinkuang Geng
;
Siting Liu
;
Jianfei Jiang
;
Kai Jiang
;
Honglan Jiang
Adobe PDF(407Kb)
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浏览/下载:267/2
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提交时间:2024/06/17
Computational efficiency
Data privacy
Table lookup
Bit-Width
Conventional methods
Data characteristics
Hardware implementations
High-accuracy
Intrinsic data
Non-uniform quantization
Power-of-two
Quantisation
Quantization schemes
1-bit Precoding Algorithm for Massive MIMO OFDM Downlink Systems with Deep Learning
期刊论文
DIANZI YU XINXI XUEBAO/JOURNAL OF ELECTRONICS AND INFORMATION TECHNOLOGY, 2024, 卷号: 46, 期号: 3, 页码: 886-894
作者:
Zhou, Chenhao
;
Wen, Liyuan
;
Qian, Hua
;
Kang, Kai
Adobe PDF(3981Kb)
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浏览/下载:198/0
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提交时间:2024/04/26
Backpropagation
Complex networks
Computational complexity
Interactive computer systems
Iterative methods
MIMO systems
Parameter estimation
Real time systems
Spectrum efficiency
Iterative algorithm
Massive multiple-input multiple-output
Multiple inputs
Multiple outputs
Multiple-Input Multiple- Output systems
Multiple-input multiple-output orthogonal frequency-division multiplexing
Neural-networks
Orthogonal frequency-division multiplexing
Precoding
Unfoldings
Federated Learning With Energy Harvesting Devices
期刊论文
IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING, 2024, 卷号: 8, 期号: 1, 页码: 190 - 204
作者:
Li Zeng
;
Dingzhu Wen
;
Guangxu Zhu
;
Changsheng You
;
Qimei Chen
Adobe PDF(6134Kb)
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浏览/下载:524/4
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提交时间:2023/09/22
Channel state information
Data privacy
Dynamic programming
Energy harvesting
Information management
Iterative methods
Job analysis
Resource allocation
Computational modelling
Convergence
Convergence rates
Data utilities
Device selection
Distributed resource allocation
Federated learning
Resource management
Sub-carriers
Task analysis
Experimental and computational fluid dynamic investigation on thermal behaviors of liquid hydrogen during the no-vented storage process: A literature review
期刊论文
INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2024, 卷号: 57, 页码: 822-843
作者:
Wang, Haoren
;
Wang, Bo
;
Sun, Jiuce
;
Pan, Quanwen
;
Luo, Guanqun
Adobe PDF(13597Kb)
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浏览/下载:286/0
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提交时间:2024/02/02
Computational fluid dynamics
Cryogenic liquids
Hydrogen storage
Liquefied gases
Pressurization
Computational fluid dynamics methods
Experimental fluids
Experimental investigations
Liquid hydrogens
Literature reviews
No-vented storage process
Self pressurization
Self-pressurization process
Temperature stratification
Thermal behaviours
Design and assembly of porous organic cages
期刊论文
CHEMICAL COMMUNICATIONS, 2024, 卷号: 60, 期号: 17, 页码: 2261-2282
作者:
Xu, Zezhao
;
Ye, Yangzhi
;
Liu, Yilan
;
Liu, Huiyu
;
Jiang, Shan
Adobe PDF(4779Kb)
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浏览/下载:253/3
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提交时间:2024/02/23
Chemical bonds
Computational methods
Digital storage
Petroleum prospecting
Coordination bonds
Design and assemblies
Gas separations
Gas storage
Inter-molecular forces
Ion conduction
Molecular separation
Molecular units
Organics
Proton conduction
Using Interpretation Methods for Model Enhancement
会议论文
EMNLP 2023 - 2023 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING, PROCEEDINGS, Hybrid, Singapore, Singapore, December 6, 2023 - December 10, 2023
作者:
Chen, Zhuo
;
Jiang, Chengyue
;
Tu, Kewei
收藏
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浏览/下载:306/0
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提交时间:2024/02/23
Computational linguistics
Natural language processing systems
Gradient-based method
Interpretation methods
Language processing
Low-resource settings
Natural languages
Neural modelling
IIB-MIL: Integrated Instance-Level and Bag-Level Multiple Instances Learning with Label Disambiguation for Pathological Image Analysis
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Vancouver, BC, Canada, October 8, 2023 - October 12, 2023
作者:
Ren, Qin
;
Zhao, Yu
;
He, Bing
;
Wu, Bingzhe
;
Mai, Sijie
Adobe PDF(2136Kb)
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浏览/下载:197/0
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提交时间:2023/11/10
Diagnosis
Image analysis
Learning systems
Computational pathology
Confidence bank
Digital pathologies
Label disambiguation
Learning methods
Multi-instance learning
Multiple-instance learning
Pathological image analysis
Prototype
Whole slide images
Recall, Expand and Multi-Candidate Cross-Encode: Fast and Accurate Ultra-Fine Entity Typing
会议论文
PROCEEDINGS OF THE ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, Toronto, ON, Canada, July 9, 2023 - July 14, 2023
作者:
Jiang, Chengyue
;
Hui, Wenyang
;
Jiang, Yong
;
Wang, Xiaobin
;
Xie, Pengjun
Adobe PDF(1359Kb)
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浏览/下载:422/5
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提交时间:2023/11/10
Computational linguistics
Coarse-grained
Fine grained
In contexts
Language model
Performance
State-of-the-art methods
State-of-the-art performance
Type predictions
Ultra-fines
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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收藏
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浏览/下载:243/0
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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
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