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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
MMJ-Bench: A Comprehensive Study on Jailbreak Attacks and Defenses for Vision Language Models 会议论文
PROCEEDINGS OF THE AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, Philadelphia, PA, United states, February 25, 2025 - March 4, 2025
作者:  Weng, Fenghua;  Xu, Yue;  Fu, Chengyan;  Wang, Wenjie
Adobe PDF(818Kb)  |  收藏  |  浏览/下载：3/1  |  提交时间：2025/06/17
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
Next-Word Prediction: A Perspective of Energy-Aware Distributed Inference 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 5, 页码: 5695-5708
作者:  Shangshang Wang;  Ziyu Shao;  John C.S. Lui
Adobe PDF(7221Kb)  |  收藏  |  浏览/下载：259/0  |  提交时间：2023/09/22
Generative Pretrained Structured Transformers: Unsupervised Syntactic Language Models at Scale 会议论文
PROCEEDINGS OF THE ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, Bangkok, Thailand, August 11, 2024 - August 16, 2024
作者:  Hu, Xiang;  Ji, Pengyu;  Zhu, Qingyang;  Wu, Wei;  Tu, Kewei
Adobe PDF(2863Kb)  |  收藏  |  浏览/下载：331/2  |  提交时间：2024/10/11
Layer-Condensed KV Cache for Efficient Inference of Large Language Models 会议论文
PROCEEDINGS OF THE ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, Bangkok, Thailand, August 11, 2024 - August 16, 2024
作者:  Wu, Haoyi;  Tu, Kewei
Adobe PDF(590Kb)  |  收藏  |  浏览/下载：329/4  |  提交时间：2024/10/11
Dependency Transformer Grammars: Integrating Dependency Structures into Transformer Language Models 会议论文
PROCEEDINGS OF THE ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, Bangkok, Thailand, August 11, 2024 - August 16, 2024
作者:  Zhao, Yida;  Lou, Chao;  Tu, Kewei
Adobe PDF(559Kb)  |  收藏  |  浏览/下载：335/5  |  提交时间：2024/10/11
Semantics-enhanced Cross-modal Masked Image Modeling for Vision-Language Pre-training 会议论文
2024 JOINT INTERNATIONAL CONFERENCE ON COMPUTATIONAL LINGUISTICS, LANGUAGE RESOURCES AND EVALUATION, LREC-COLING 2024 - MAIN CONFERENCE PROCEEDINGS, Hybrid, Torino, Italy, May 20, 2024 - May 25, 2024
作者:  Liu, Haowei;  Shi, Yaya;  Xu, Haiyang;  Yuan, Chunfeng;  Ye, Qinghao
收藏  |  浏览/下载：191/0  |  提交时间：2024/09/06
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