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COMET: Towards Practical W4A4KV4 LLMs Serving
会议论文
INTERNATIONAL CONFERENCE ON ARCHITECTURAL SUPPORT FOR PROGRAMMING LANGUAGES AND OPERATING SYSTEMS - ASPLOS, Rotterdam, Netherlands, March 30, 2025 - April 3, 2025
作者:
Liu, Lian
;
Cheng, Long
;
Ren, Haimeng
;
Xu, Zhaohui
;
Pan, Yudong
Adobe PDF(2187Kb)
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收藏
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浏览/下载:25/1
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提交时间:2025/05/09
Cache memory
Compaction
Computer graphics equipment
Graphics processing unit
Integrated circuit design
Modeling languages
Problem oriented languages
Algorithm
system co
design
Bit weight
Co
designs
Language model
Large language model serving
Large language model quantization
Mixed precision
Modeling quantizations
Quantisation
Optimization of the future hydrogen supply chain for China: A new design of hydrogen storage and transportation
期刊论文
INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2025, 卷号: 105, 页码: 701-718
作者:
Yu, Zijian
;
Wu, Xuantao
;
Wei, Baohuan
;
Sun, Yuhan
;
Wang, Hui
Adobe PDF(14475Kb)
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浏览/下载:147/6
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提交时间:2025/02/12
Carbon capture and storage
Carbon capture and utilization
Carbon sequestration
Integer linear programming
Integer programming
Linear programming
Mixed-integer linear programming
Carbon emissions
Carbon taxes
CO 2 emission
Dehydrogenation process
Hydrogen Energy
Hydrogen supply chains
Integer Linear Programming
Mixed integer linear
Multi-objectives optimization
Organic liquid
QuantTPM: Efficient Mixed-Precision Quantization Framework for Tractable Probabilistic Models
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: PP, 期号: 99
作者:
Shen Zhang
;
Bin Ning
;
Guangyao Yan
;
Xinzhe Liu
;
Weixiong Jiang
Adobe PDF(9186Kb)
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收藏
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浏览/下载:85/2
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提交时间:2025/03/03
Mixed precision - Mixed precision quantization - Probabilistic inference - Probabilistic models - Product networks - Quantisation - Resource efficiencies - Sum product - Sum-product network - Tractable probabilistic model
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
收藏
|
浏览/下载:57/0
|
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
A spatial-correlated multitask linear mixed-effects model for imaging genetics
预印本
2024
作者:
Pu, Zhibin
;
Ge, Shufei
Adobe PDF(2943Kb)
|
收藏
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浏览/下载:150/0
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提交时间:2024/08/14
Imaging genetics
Linear mixed-effects model
spatial dependency
Bayesian inference
Over-the-Air Computation Assisted Federated Learning with Progressive Training
会议论文
ICC 2024 - IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, Denver, CO, USA, 9-13 June 2024
作者:
Ge Gao
;
Qiaochu An
;
Zhibin Wang
;
Zixin Wang
;
Yuanming Shi
Adobe PDF(1013Kb)
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浏览/下载:390/4
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提交时间:2024/08/26
Adversarial machine learning
Differential privacy
Integer programming
Mixed-integer linear programming
Edge intelligence
Energy
Global models
Large models
Learning performance
Multiple stages
Over the airs
Privacy preserving
Submodels
Transmission overheads
Learning-based modeling of human-autonomous vehicle interaction for improved safety in mixed-vehicle platooning control
期刊论文
TRANSPORTATION RESEARCH PART C: EMERGING TECHNOLOGIES, 2024, 卷号: 162
作者:
Adobe PDF(1865Kb)
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浏览/下载:316/2
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提交时间:2024/04/26
Autonomous vehicles
Gaussian distribution
Gaussian noise (electronic)
Learning systems
Predictive control systems
Uncertainty analysis
Autonomous Vehicles
Gaussian process models
Gaussian Processes
Human-autonomous vehicle interaction
Mixed vehicle platoon
Model-predictive control
Modeling uncertainties
Predictive control strategy
Vehicle interactions
Vehicle platoons
Self-sorting of Interfacial Compatibility in MOF-based Mixed Matrix Membranes
期刊论文
ANGEWANDTE CHEMIE INTERNATIONAL EDITION, 2024, 卷号: 63, 期号: 24
作者:
Anheng, Qi
;
Conger, Li
;
Evans, Jack
;
Yingbo, Zhao
;
Tao, Li
Adobe PDF(1416Kb)
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收藏
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浏览/下载:279/2
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提交时间:2024/04/21
interfacial compatibility
metal-organic framework
mixed matrix membrane
phase separation
gas separation
PaLM: Point Cloud and Large Pre-trained Model Catch Mixed-type Wafer Defect Pattern Recognition
会议论文
2024 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION (DATE), Valencia, Spain, 25-27 March 2024
作者:
Hongquan He
;
Guowen Kuang
;
Qi Sun
;
Hao Geng
Adobe PDF(8911Kb)
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收藏
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浏览/下载:300/2
|
提交时间:2024/06/17
Noise abatement
Pattern recognition
Defect patterns
Design cycle
Die-on wafers
Failure mechanism
Mixed type
Point set
Point-clouds
Scale-down
Technology nodes
Wafer maps
Improving Safety in Mixed Traffic: A Learning-based Model Predictive Control for Autonomous and Human-Driven Vehicle Platooning
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2024, 卷号: 293, 期号: 111673
作者:
Jie Wang
Adobe PDF(3290Kb)
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收藏
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浏览/下载:362/1
|
提交时间:2024/03/26
Autonomous vehicles
Gaussian distribution
Gaussian noise (electronic)
Learning systems
Mean square error
Predictive control systems
Uncertainty analysis
Autonomous Vehicles
Control strategies
First-principles modeling
Gaussian Processes
Human-driven vehicle
Learning Based Models
Mixed traffic
Mixed-vehicle platooning
Model-predictive control
Public roads
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