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ShanghaiTech University Knowledge Management System
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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: 11, 期号: 3, 页码: 1027-1041
作者:
Wu, Zihao
;
Zhang, Lu
;
Cao, Chao
;
Yu, Xiaowei
;
Liu, Zhengliang
Adobe PDF(6388Kb)
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收藏
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浏览/下载:55/8
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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
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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收藏
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浏览/下载:30/1
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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
Erebor: A Drop-In Sandbox Solution for Private Data Processing in Untrusted Confidential Virtual Machines
会议论文
EUROSYS 2025 - PROCEEDINGS OF THE 2025 20TH EUROPEAN CONFERENCE ON COMPUTER SYSTEMS, Rotterdam, Netherlands, March 30, 2025 - April 3, 2025
作者:
Zhang, Chuqi
;
Priolkar, Rahul
;
Jiang, Yuancheng
;
Xiao, Yuan
;
Vij, Mona
收藏
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浏览/下载:19/0
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提交时间:2025/04/25
Computer operating systems
Metadata
Modeling languages
Problem oriented languages
Virtual machine
Cloud environments
Common software
Confidential virtual machine
OS design
Private data
Sandboxed container
Sandboxing
Service clouds
Software stacks
Software-as-a- Service (SaaS)
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:28/1
|
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
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
;
Yuanming Shi
;
Khaled. B. Letaief
收藏
|
浏览/下载:61/0
|
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
Empowering Robot Path Planning with Large Language Models: osmAG Map Topology & Hierarchy Comprehension with LLMs
会议论文
IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS, ROBIO, Bangkok, Thailand, December 10, 2024 - December 14, 2024
作者:
Xie, Fujing
;
Schwertfeger, Soren
Adobe PDF(1217Kb)
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收藏
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浏览/下载:13/1
|
提交时间:2025/04/25
Industrial robots
Intelligent robots
Microrobots
Mobile robots
Motion planning
Nanorobots
Problem oriented languages
Robot applications
Robot programming
Fine tuning
General knowledge
Graph topology
Language model
Localization and navigation
Map representations
Robot path-planning
Robotics applications
Semantic map
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)
|
收藏
|
浏览/下载:368/8
|
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
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
;
Wu, Yiwen
;
Wang, Jingya
;
Wu, Tao
;
He, Xuming
Adobe PDF(1643Kb)
|
收藏
|
浏览/下载:266/7
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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
Performance Evaluation of Multimodal Large Language Models (LLaVA and GPT-4-based ChatGPT) in Medical Image Classification Tasks
会议论文
2024 IEEE 12TH INTERNATIONAL CONFERENCE ON HEALTHCARE INFORMATICS (ICHI), Orlando, FL, USA, 3-6 June 2024
作者:
Yuhang Guo
;
Zhiyu Wan
Adobe PDF(157Kb)
|
收藏
|
浏览/下载:240/5
|
提交时间:2024/08/26
Biomedical engineering
Computerized tomography
Error correction
Medical applications
Medical image processing
Problem oriented languages
Brain tumor MRI
Brain tumors
Breast ultrasound images
ChatGPT
GPT-4
Language model
Large language model
LLaVA
Medical images processing
Prompt engineering
Tumor classification
VGG
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
|
浏览/下载:326/12
|
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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