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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)  |  收藏  |  浏览/下载：55/8  |  提交时间：2025/02/28
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)  |  收藏  |  浏览/下载：30/1  |  提交时间：2025/04/14
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  |  浏览/下载：19/0  |  提交时间：2025/04/25
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)  |  收藏  |  浏览/下载：28/1  |  提交时间：2025/05/09
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
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)  |  收藏  |  浏览/下载：13/1  |  提交时间：2025/04/25
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
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  |  提交时间：2024/12/27
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
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
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