语言大模型 / LLM - arXivDaily 专题

2501.01672 2025-01-08 cs.CR 88%

Practical Secure Inference Algorithm for Fine-tuned Large Language Model Based on Fully Homomorphic Encryption

Zhang Ruoyan, Zheng Zhongxiang, Bao Wankang

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

2501.01545 2025-01-06 cs.HC 88%

Enhancing User Engagement in Large-Scale Social Annotation Platforms: Community-Based Design Interventions and Implications for Large Language Models (LLMs)

Jumana Almahmoud, Marc Facciotti, Michele Igo, Kamali Sripathi, David Karger

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

2501.01141 2025-01-03 cs.NI 88%

Embodied AI-Enhanced Vehicular Networks: An Integrated Large Language Models and Reinforcement Learning Method

Ruichen Zhang, Changyuan Zhao, Hongyang Du, Dusit Niyato, Jiacheng Wang, Suttinee Sawadsitang, Xuemin Shen, Dong In Kim

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

Comments 14 pages, 10 figures

2412.20105 2024-12-31 cs.CV 88%

ST$^3$: Accelerating Multimodal Large Language Model by Spatial-Temporal Visual Token Trimming

Jiedong Zhuang, Lu Lu, Ming Dai, Rui Hu, Jian Chen, Qiang Liu, Haoji Hu

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

Comments Accepted to AAAI2025

2412.15634 2024-12-23 cs.SE 88%

Darkit: A User-Friendly Software Toolkit for Spiking Large Language Model

Xin Du, Shifan Ye, Qian Zheng, Yangfan Hu, Rui Yan, Shunyu Qi, Shuyang Chen, Huajin Tang, Gang Pan, Shuiguang Deng

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

2412.00556 2024-12-10 cs.CV 88%

Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction

Shiyu Zhao, Zhenting Wang, Felix Juefei-Xu, Xide Xia, Miao Liu, Xiaofang Wang, Mingfu Liang, Ning Zhang, Dimitris N. Metaxas, Licheng Yu

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

Comments Technical report, 18 pages

2412.04317 2024-12-06 cs.CV 88%

FlashSloth: Lightning Multimodal Large Language Models via Embedded Visual Compression

Bo Tong, Bokai Lai, Yiyi Zhou, Gen Luo, Yunhang Shen, Ke Li, Xiaoshuai Sun, Rongrong Ji

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

2411.17773 2024-12-03 cs.CV 88%

Efficient Multi-modal Large Language Models via Visual Token Grouping

Minbin Huang, Runhui Huang, Han Shi, Yimeng Chen, Chuanyang Zheng, Xiangguo Sun, Xin Jiang, Zhenguo Li, Hong Cheng

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

2406.01059 2024-12-02 cs.CV 88%

VIP: Versatile Image Outpainting Empowered by Multimodal Large Language Model

Jinze Yang, Haoran Wang, Zining Zhu, Chenglong Liu, Meng Wymond Wu, Mingming Sun

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

Comments Accepted by ACCV-2025, Our source code is available at: https://github.com/ucasyjz/VIP, 15 pages

2411.17045 2024-11-27 cs.SE 88%

Redefining Crowdsourced Test Report Prioritization: An Innovative Approach with Large Language Model

Yuchen Ling, Shengcheng Yu, Chunrong Fang, Guobin Pan, Jun Wang, Jia Liu

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

Comments Accepted by Information and Software Technology in Nov 2024

2411.10803 2024-11-19 cs.CV 88%

Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Model

Ting Liu, Liangtao Shi, Richang Hong, Yue Hu, Quanjun Yin, Linfeng Zhang

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

Comments 8 pages, 4figures

2411.01156 2024-11-12 cs.SD eess.AS 88%

Fish-Speech: Leveraging Large Language Models for Advanced Multilingual Text-to-Speech Synthesis

Shijia Liao, Yuxuan Wang, Tianyu Li, Yifan Cheng, Ruoyi Zhang, Rongzhi Zhou, Yijin Xing

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

2410.06629 2024-10-31 quant-ph 88%

Application of Large Language Models to Quantum State Simulation

Shuangxiang Zhou, Ronghang Chen, Zheng An, Shi-Yao Hou

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

Comments 13 pages, 18 figures

2312.01801 2024-10-29 cs.HC cs.SE 88%

SPROUT: an Interactive Authoring Tool for Generating Programming Tutorials with the Visualization of Large Language Models

Yihan Liu, Zhen Wen, Luoxuan Weng, Ollie Woodman, Yi Yang, Wei Chen

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

Journal ref IEEE Transactions on Visualization and Computer Graphics, 2024

2410.13859 2024-10-18 cs.CV 88%

$γ-$MoD: Exploring Mixture-of-Depth Adaptation for Multimodal Large Language Models

Yaxin Luo, Gen Luo, Jiayi Ji, Yiyi Zhou, Xiaoshuai Sun, Zhiqiang Shen, Rongrong Ji

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

2410.09874 2024-10-15 cs.RO 88%

ImagineNav: Prompting Vision-Language Models as Embodied Navigator through Scene Imagination

Xinxin Zhao, Wenzhe Cai, Likun Tang, Teng Wang

专题命中效率与部署：language model(title,abstract)；prompting(title)；large language model(abstract)

Comments 17 pages, 9 figures

2406.14517 2024-10-14 cs.LG cs.AI cs.CL cs.CR 88%

PostMark: A Robust Blackbox Watermark for Large Language Models

Yapei Chang, Kalpesh Krishna, Amir Houmansadr, John Wieting, Mohit Iyyer

专题命中效率与部署：large language model(title)；language model(title)；LLM(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments EMNLP 2024; 19 pages, 5 figures

2410.08321 2024-10-14 cs.SD cs.CV eess.AS 88%

Music Genre Classification using Large Language Models

Mohamed El Amine Meguenani, Alceu de Souza Britto, Alessandro Lameiras Koerich

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

Comments 7 pages

2405.17670 2024-10-11 cs.RO 88%

Deployment of Large Language Models to Control Mobile Robots at the Edge

Pascal Sikorski, Leendert Schrader, Kaleb Yu, Lucy Billadeau, Jinka Meenakshi, Naveena Mutharasan, Flavio Esposito, Hadi AliAkbarpour, Madi Babaiasl

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

2401.13979 2024-10-03 cs.CL cs.AI cs.LG 88%

Routoo: Learning to Route to Large Language Models Effectively

Alireza Mohammadshahi, Arshad Rafiq Shaikh, Majid Yazdani

专题命中效率与部署：large language model(title)；language model(title)；LLM(abstract)；分类 cs.CL、cs.AI、cs.LG

2409.19708 2024-10-01 cs.CR 88%

A Certified Robust Watermark For Large Language Models

Xianheng Feng, Jian Liu, Kui Ren, Chun Chen

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

2409.13927 2024-09-24 cs.RO 88%

SiSCo: Signal Synthesis for Effective Human-Robot Communication Via Large Language Models

Shubham Sonawani, Fabian Weigend, Heni Ben Amor

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

Comments 8 Pages, 9 figures, Accepted in International Conference on Intelligent Robots and Systems (IROS), 2024

2408.09878 2024-08-20 cs.CR 88%

Transferring Backdoors between Large Language Models by Knowledge Distillation

Pengzhou Cheng, Zongru Wu, Tianjie Ju, Wei Du, Zhuosheng Zhang Gongshen Liu

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

Comments 13 pages, 16 figures, 5 tables

2407.20272 2024-07-31 cs.CL cs.AI cs.LG 88%

An Efficient Inference Framework for Early-exit Large Language Models

Ruijie Miao, Yihan Yan, Xinshuo Yao, Tong Yang

专题命中效率与部署：large language model(title)；language model(title)；LLM(abstract)；分类 cs.CL、cs.AI、cs.LG

2407.15335 2024-07-23 eess.SP 88%

Addressing Out-of-Distribution Challenges in Image Semantic Communication Systems with Multi-modal Large Language Models

Feifan Zhang, Yuyang Du, Kexin Chen, Yulin Shao, Soung Chang Liew

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

2407.12709 2024-07-18 cs.CV 88%

MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models

Leyang Shen, Gongwei Chen, Rui Shao, Weili Guan, Liqiang Nie

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

Comments Github: https://github.com/JiuTian-VL/MoME

2407.09089 2024-07-15 q-bio.MN 88%

Lomics: Generation of Pathways and Gene Sets using Large Language Models for Transcriptomic Analysis

Chun-Ka Wong, Ali Choo, Eugene C. C. Cheng, Wing-Chun San, Kelvin Chak-Kong Cheng, Yee-Man Lau, Minqing Lin, Fei Li, Wei-Hao Liang, Song-Yan Liao, Kwong-Man Ng, Ivan Fan-Ngai Hung, Hung-Fat Tse, Jason Wing-Hon Wong

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

2403.14473 2024-07-09 cs.CY 88%

The Ethics of ChatGPT in Medicine and Healthcare: A Systematic Review on Large Language Models (LLMs)

Joschka Haltaufderheide, Robert Ranisch

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

Comments 14 pages, 3 tables, 2 figures, 2 supplements

2407.04217 2024-07-08 cs.DB cs.IR 88%

An Interactive Multi-modal Query Answering System with Retrieval-Augmented Large Language Models

Mengzhao Wang, Haotian Wu, Xiangyu Ke, Yunjun Gao, Xiaoliang Xu, Lu Chen

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

Comments This demo paper has been accepted by VLDB 2024

2406.16244 2024-06-25 cs.ET cs.CR 88%

Soley: Identification and Automated Detection of Logic Vulnerabilities in Ethereum Smart Contracts Using Large Language Models

Majd Soud, Waltteri Nuutinen, Grischa Liebel

专题命中效率与部署：large language model(title,abstract)；language model(title,abstract)

1. 效率与部署 22280 篇

Practical Secure Inference Algorithm for Fine-tuned Large Language Model Based on Fully Homomorphic Encryption

Enhancing User Engagement in Large-Scale Social Annotation Platforms: Community-Based Design Interventions and Implications for Large Language Models (LLMs)

Embodied AI-Enhanced Vehicular Networks: An Integrated Large Language Models and Reinforcement Learning Method

ST$^3$: Accelerating Multimodal Large Language Model by Spatial-Temporal Visual Token Trimming

Darkit: A User-Friendly Software Toolkit for Spiking Large Language Model

Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction

FlashSloth: Lightning Multimodal Large Language Models via Embedded Visual Compression

Efficient Multi-modal Large Language Models via Visual Token Grouping

VIP: Versatile Image Outpainting Empowered by Multimodal Large Language Model

Redefining Crowdsourced Test Report Prioritization: An Innovative Approach with Large Language Model

Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Model

Fish-Speech: Leveraging Large Language Models for Advanced Multilingual Text-to-Speech Synthesis

Application of Large Language Models to Quantum State Simulation

SPROUT: an Interactive Authoring Tool for Generating Programming Tutorials with the Visualization of Large Language Models

$γ-$MoD: Exploring Mixture-of-Depth Adaptation for Multimodal Large Language Models

ImagineNav: Prompting Vision-Language Models as Embodied Navigator through Scene Imagination

PostMark: A Robust Blackbox Watermark for Large Language Models

Music Genre Classification using Large Language Models

Deployment of Large Language Models to Control Mobile Robots at the Edge

Routoo: Learning to Route to Large Language Models Effectively

A Certified Robust Watermark For Large Language Models

SiSCo: Signal Synthesis for Effective Human-Robot Communication Via Large Language Models

Transferring Backdoors between Large Language Models by Knowledge Distillation

An Efficient Inference Framework for Early-exit Large Language Models

Addressing Out-of-Distribution Challenges in Image Semantic Communication Systems with Multi-modal Large Language Models

MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models

Lomics: Generation of Pathways and Gene Sets using Large Language Models for Transcriptomic Analysis

The Ethics of ChatGPT in Medicine and Healthcare: A Systematic Review on Large Language Models (LLMs)

An Interactive Multi-modal Query Answering System with Retrieval-Augmented Large Language Models

Soley: Identification and Automated Detection of Logic Vulnerabilities in Ethereum Smart Contracts Using Large Language Models