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Make LLM Inference Affordable to Everyone: Augmenting GPU Memory with NDP-DIMM
会议论文
2025 IEEE INTERNATIONAL SYMPOSIUM ON HIGH PERFORMANCE COMPUTER ARCHITECTURE (HPCA), Las Vegas, NV, USA, 1-5 March 2025
作者:
Lian Liu
;
Shixin Zhao
;
Bing Li
;
Haimeng Ren
;
Zhaohui Xu
Adobe PDF(1300Kb)
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浏览/下载:26/1
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提交时间:2025/04/14
Analog storage
Computer graphics equipment
Graphics processing unit
Neurons
Problem oriented languages
Static random access storage
'current
Computational loads
Cost effective
Data processing units
Language model
Model inference
Modeling parameters
Performance
Real- time
Weight parameters
Energy-Efficient Optimal Mode Selection for Edge AI Inference via Integrated Sensing-Communication-Computation
期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 12, 页码: 1-15
作者:
Liu, Shu
;
Wen, Dingzhu
;
Li, Da
;
Chen, Qimei
;
Zhu, Guangxu
Adobe PDF(23894Kb)
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浏览/下载:381/7
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提交时间:2024/08/23
Task analysis
Servers
Feature extraction
Sensors
Accuracy
Computational modeling
Performance evaluation
Edge AI inference
mode selection
integrated sensing-communication-computation
task-oriented communications
RS-BNN: A Deep Learning Framework for the Optimal Beamforming Design of Rate-Splitting Multiple Access
期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2024, 卷号: 73, 期号: 11, 页码: 1-6
作者:
Yiwen Wang
;
Yijie Mao
;
Sijie Ji
Adobe PDF(594Kb)
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浏览/下载:325/9
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提交时间:2024/07/08
Array signal processing
Optimization
Interference
Signal to noise ratio
Computational modeling
Computational complexity
Bridges
Rate-splitting multiple access (RSMA)
deep learning
deep unfolding
beamforming design
neural network
MoME: Mixture-of-Masked-Experts for Efficient Multi-Task Recommendation
会议论文
SIGIR 2024 - PROCEEDINGS OF THE 47TH INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL, Washington, DC, United states, July 14, 2024 - July 18, 2024
作者:
Xu, Jiahui
;
Sun, Lu
;
Zhao, Dengji
Adobe PDF(1222Kb)
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浏览/下载:341/3
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提交时间:2024/08/23
Coarse-grained modeling
Computational efficiency
Learning systems
Binary masks
Learning techniques
Mixture of experts
Model mixtures
Multi tasks
Multi-task recommendation
Multitask learning
Parameter sharing
Real-world datasets
Subnetworks
Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 卷号: 23, 期号: 3, 页码: 2486 - 2502
作者:
Dingzhu Wen
;
Peixi Liu
;
Guangxu Zhu
;
Yuanming Shi
;
Jie Xu
Adobe PDF(7791Kb)
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浏览/下载:533/10
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提交时间:2023/10/07
Sensors
Task analysis
Quantization (signal)
Servers
Artificial intelligence
Computational modeling
Feature extraction
Convex optimization
Job analysis
Artificial intelligent
Communication integration
Computational modelling
Features extraction
Integrated sensing
Low latency
Multi-devices
Task-oriented
Green Edge Intelligence Scheme for Mobile Keyboard Emoji Prediction
期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 2, 页码: 1888-1901
作者:
Tang, Yinxu
;
Hou, Jianfeng
;
Huang, Xi
;
Shao, Ziyu
;
Yang, Yang
Adobe PDF(2393Kb)
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浏览/下载:303/2
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提交时间:2024/08/23
E-learning
Energy efficiency
Green computing
Learning systems
Smartphones
Atmospheric modeling
Bandit learning
Computational modelling
Edge intelligence
Emoji prediction
Green edge intelligence
Keyboard
On-line controls
Predictive models
Smart phones
Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts
会议论文
PROCEEDINGS OF THE ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, Hybrid, Bangkok, Thailand, August 11, 2024 - August 16, 2024
作者:
Chen, Zhuo
;
Wang, Xinyu
;
Jiang, Yong
Adobe PDF(3364Kb)
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收藏
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浏览/下载:313/1
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提交时间:2024/10/11
Computational linguistics
Encoding (symbols)
Attention mechanisms
Computing resource
Context learning
In contexts
Language model
Model size
Open domain question answering
Original language modeling
Performance
Question Answering Task
Open-Source Differentiable Lithography Imaging Framework
会议论文
PROCEEDINGS OF SPIE - THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING, San Jose, CA, United states, February 26, 2024 - February 29, 2024
作者:
Chen, Guojin
;
Geng, Hao
;
Yu, Bei
;
Pan, David Z.
Adobe PDF(873Kb)
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收藏
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浏览/下载:249/1
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提交时间:2024/05/24
HTTP
Integrated circuits
Open source software
Photolithography
Program processors
Semiconductor device manufacture
Computational lithographies
Critical technologies
Differentiable programming
Electronic industries
Imaging modeling
Machine-learning
Open-source
Production cost
Semiconductor manufacturing
Wireless communications
Potential and Limitations of LLMs in Capturing Structured Semantics: A Case Study on SRL
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Tianjin, China, August 5, 2024 - August 8, 2024
作者:
Cheng, Ning
;
Yan, Zhaohui
;
Wang, Ziming
;
Li, Zhijie
;
Yu, Jiaming
Adobe PDF(46717Kb)
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收藏
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浏览/下载:369/1
|
提交时间:2024/09/06
Computational linguistics
Case-studies
Interpretability
Language model
Language understanding
Large language model
Modeling abilities
Natural languages
Semantic role labeling
Semantic structures
Structured semantic
Joint Entity and Relation Extraction with Span Pruning and Hypergraph Neural Networks
会议论文
PROCEEDINGS OF THE 2023 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING: EMNLP2023, Hybrid, Singapore, Singapore, December 6, 2023 - December 10, 2023
作者:
Yan ZH(严兆辉)
;
Yang SL(杨松霖)
;
Liu W(刘威)
;
Tu KW(屠可伟)
Adobe PDF(695Kb)
|
收藏
|
浏览/下载:474/0
|
提交时间:2023/11/22
Backpropagation
Computational linguistics
Directed graphs
Graph neural networks
Entity extractions
Error propagation
High-order
High-order modeling
High-order models
Higher-order
Hyper graph
Neural-networks
Relation extraction
State of the art
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