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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:15/1
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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
CIResDiff: A Clinically-Informed Residual Diffusion Model for Predicting Idiopathic Pulmonary Fibrosis Progression
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Marrakesh, Morocco, October 6, 2024 - October 6, 2024
作者:
Jiang, Caiwen
;
Xing, Xiaodan
;
Ou, Zaixin
;
Liu, Mianxin
;
Simon, Walsh
收藏
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浏览/下载:227/0
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提交时间:2024/11/29
Diagnosis
Patient treatment
Prediction models
Pulmonary diseases
Clinically informed
CLIP-based text processing
CT-scan
Diffusion model
Disease progression
Idiopathic pulmonary fibrosis
Prediction of pulmonary fibrose progression
Pulmonary fibrosis
Residual diffusion model
Text-processing
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:45/3
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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
CIResDiff: A Clinically-Informed Residual Diffusion Model for Predicting Idiopathic Pulmonary Fibrosis Progression
会议论文
MACHINE LEARNING IN MEDICAL IMAGING, PT I, MLMI 2024, null,Marrakesh,MOROCCO, OCT 06, 2024
作者:
Jiang, Caiwen
;
Xing, Xiaodan
;
Oul, Zaixin
;
Liu, Mianxin
;
Simone, Walsh
Adobe PDF(4962Kb)
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收藏
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浏览/下载:245/2
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提交时间:2024/08/26
Prediction of pulmonary fibrosis progression
Residual diffusion model
Clinically Informed
CLIP-based text processing
AugGPT: Leveraging ChatGPT for Text Data Augmentation
期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2025, 卷号: PP, 期号: 99
作者:
Dai, Haixing
;
Liu, Zhengliang
;
Liao, Wenxiong
;
Huang, Xiaoke
;
Cao, Yihan
Adobe PDF(1043Kb)
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收藏
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浏览/下载:113/24
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提交时间:2025/03/14
Contrastive Learning - Data assimilation - Spatio-temporal data
Augmentation methods - Data augmentation - Few-shot learning - Language model - Language processing - Large language model - Natural language processing - Natural languages - Sample sizes - Text data
LLM-HD: Layout Language Model for Hotspot Detection with GDS Semantic Encoding
会议论文
PROCEEDINGS - DESIGN AUTOMATION CONFERENCE, San Francisco, CA, United states, June 23, 2024 - June 27, 2024
作者:
Chen, Yuyang
Adobe PDF(1643Kb)
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浏览/下载:240/7
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提交时间:2024/12/27
Benchmarking
Binary images
Image coding
Modeling languages
Natural language processing systems
Problem oriented languages
Complex designs
Detection approach
Down-scaling
Encodings
Hotspot detections
Language model
Market constraints
Pattern-matching
Technology nodes
Time to market
Applications and Concerns of ChatGPT and Other Conversational Large Language Models in Health Care: Systematic Review
期刊论文
JOURNAL OF MEDICAL INTERNET RESEARCH, 2024, 卷号: 26, 页码: e22769
作者:
Wang, Leyao
;
Wan, Zhiyu
;
Ni, Congning
;
Song, Qingyuan
;
Li, Yang
Adobe PDF(750Kb)
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收藏
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浏览/下载:251/2
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提交时间:2024/12/16
large language model
ChatGPT
artificial intelligence
natural language processing
health care
summarization
medical knowledge inquiry
reliability
bias
privacy
Efficient Detection of Toxic Prompts in Large Language Models
会议论文
PROCEEDINGS OF THE 39TH IEEE/ACM INTERNATIONAL CONFERENCE ON AUTOMATED SOFTWARE ENGINEERING, Sacramento, CA, USA, October 28, 2024 - November 1, 2024
作者:
Liu, Yi
;
Yu, Junzhe
;
Sun, Huijia
;
Shi, Ling
;
Deng, Gelei
Adobe PDF(3662Kb)
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收藏
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浏览/下载:349/8
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提交时间:2024/09/08
Modeling languages
Natural language processing systems
Problem oriented languages
Program debugging
Steganography
Black boxes
Chatbots
Detection methods
Efficient detection
Grey-box
High-accuracy
Language model
Language processing
Natural languages
Safety mechanisms
Distillation of multi-class cervical lesion cell detection via synthesis-aided pre-training and patch-level feature alignment
期刊论文
NEURAL NETWORKS, 2024, 卷号: 178
作者:
Fei, Manman
;
Shen, Zhenrong
;
Song, Zhiyun
;
Wang, Xin
;
Cao, Maosong
Adobe PDF(3396Kb)
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收藏
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浏览/下载:302/8
|
提交时间:2024/06/07
Cells
Classification (of information)
Cytology
Distillation
Feature extraction
Image processing
Network architecture
Automated detection
Cell detection
Cervical lesion cell detection
Cervical lesions
Detection networks
Feature alignment
Images synthesis
Knowledge distillation
Pre-training
Training model
Portus: Efficient DNN Checkpointing to Persistent Memory with Zero-Copy
会议论文
2024 IEEE 44TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS (ICDCS), Jersey City, NJ, USA, 23-26 July 2024
作者:
Yuanhao Li
;
Tianyuan Wu
;
Guancheng Li
;
Yanjie Song
;
Shu Yin
Adobe PDF(1359Kb)
|
收藏
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浏览/下载:314/12
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提交时间:2024/08/26
Graphics processing unit
Memory architecture
Problem oriented languages
Static random access storage
Check pointing
Index structure
Model training
Performance
Persistence memory
Persistent memory
RDMA
System for AI
Three-level
Zero copy
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