语言大模型 / LLM - arXivDaily 专题

2412.18063 2025-06-11 cs.RO cs.DL cs.HC cs.SE 88%

LMRPA: Large Language Model-Driven Efficient Robotic Process Automation for OCR

Osama Hosam Abdellaif, Abdelrahman Nader, Ali Hamdi

机构 * Faculty of Computer Science MSA University（计算机科学学院 MSA 大学）

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

Comments 10 pages , 1 figure , 1 algorithm

2407.19719 2025-06-03 cs.CV 88%

Urban Safety Perception Assessments via Integrating Multimodal Large Language Models with Street View Images

Jiaxin Zhang, Yunqin Li, Tomohiro Fukuda, Bowen Wang

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

Comments 15 pages, 10 figures

2505.23561 2025-05-30 cs.CR 88%

Merge Hijacking: Backdoor Attacks to Model Merging of Large Language Models

Zenghui Yuan, Yangming Xu, Jiawen Shi, Pan Zhou, Lichao Sun

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

Comments This paper is accepted by ACL 2025 main conference

2505.11541 2025-05-21 cs.CR 88%

MorphMark: Flexible Adaptive Watermarking for Large Language Models

Zongqi Wang, Tianle Gu, Baoyuan Wu, Yujiu Yang

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

Comments ACL 2025 Main

2505.07376 2025-05-13 cs.SE 88%

A Preliminary Study of Large Language Models for Multilingual Vulnerability Detection

Junji Yu, Honglin Shu, Michael Fu, Dong Wang, Chakkrit Tantithamthavorn, Yasutaka Kamei, Junjie Chen

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

Comments 8 pages, 3 figures

2411.11927 2025-04-29 cs.CV 88%

FLAME: Frozen Large Language Models Enable Data-Efficient Language-Image Pre-training

Anjia Cao, Xing Wei, Zhiheng Ma

机构 * School of Software Engineering, Xi’an Jiaotong University（西安交通大学软件工程学院）； Shenzhen University of Advanced Technology（深圳先进技术大学）； Guangdong Provincial Key Laboratory of Computility Microelectronics（广东省计算微电子重点实验室）； Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences（中国科学院深圳先进技术研究所）

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

2504.15721 2025-04-23 cs.AR 88%

BBAL: A Bidirectional Block Floating Point-Based Quantisation Accelerator for Large Language Models

Xiaomeng Han, Yuan Cheng, Jing Wang, Junyang Lu, Hui Wang, X. x. Zhang, Ning Xu, Dawei Yang, Zhe Jiang

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

2504.09169 2025-04-15 cs.HC 88%

UX Remix: Improving Measurement Item Design Process Using Large Language Models and Prior Literature

Hyeonggeun Yun, Jinkyu Jang

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

Comments Accepted to the CHI 2025 workshop, Meta-HCI '25: First Workshop on Meta-Research in HCI, April 26, 2025, Yokohama, Japan

2501.13341 2025-04-15 cs.CV 88%

Multi-aspect Knowledge Distillation with Large Language Model

Taegyeong Lee, Jinsik Bang, Soyeong Kwon, Taehwan Kim

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

Comments Accept to CVPRW2025 (FGVC12)

2503.00223 2025-04-15 cs.IR 88%

DeepRetrieval: Hacking Real Search Engines and Retrievers with Large Language Models via Reinforcement Learning

Pengcheng Jiang, Jiacheng Lin, Lang Cao, Runchu Tian, SeongKu Kang, Zifeng Wang, Jimeng Sun, Jiawei Han

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

2501.02430 2025-04-11 cs.CV 88%

FOLDER: Accelerating Multi-modal Large Language Models with Enhanced Performance

Haicheng Wang, Zhemeng Yu, Gabriele Spadaro, Chen Ju, Victor Quétu, Shuai Xiao, Enzo Tartaglione

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

2503.17703 2025-04-07 cs.RO 88%

RAIDER: Tool-Equipped Large Language Model Agent for Robotic Action Issue Detection, Explanation and Recovery

Silvia Izquierdo-Badiola, Carlos Rizzo, Guillem Alenyà

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

2503.18943 2025-03-28 cs.CV 88%

SlowFast-LLaVA-1.5: A Family of Token-Efficient Video Large Language Models for Long-Form Video Understanding

Mingze Xu, Mingfei Gao, Shiyu Li, Jiasen Lu, Zhe Gan, Zhengfeng Lai, Meng Cao, Kai Kang, Yinfei Yang, Afshin Dehghan

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

Comments Technical report

2403.14280 2025-03-25 cs.CR 88%

Large Language Models for Blockchain Security: A Systematic Literature Review

Zheyuan He, Zihao Li, Sen Yang, He Ye, Ao Qiao, Xiaosong Zhang, Xiapu Luo, Ting Chen

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

2408.15045 2025-03-20 cs.CV 88%

DocLayLLM: An Efficient Multi-modal Extension of Large Language Models for Text-rich Document Understanding

Wenhui Liao, Jiapeng Wang, Hongliang Li, Chengyu Wang, Jun Huang, Lianwen Jin

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

Comments CVPR2025

2503.10501 2025-03-14 cs.CV 88%

TokenCarve: Information-Preserving Visual Token Compression in Multimodal Large Language Models

Xudong Tan, Peng Ye, Chongjun Tu, Jianjian Cao, Yaoxin Yang, Lin Zhang, Dongzhan Zhou, Tao Chen

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

2503.04234 2025-03-07 cs.DB 88%

SemaSK: Answering Semantics-aware Spatial Keyword Queries with Large Language Models

Zesong Zhang, Jianzhong Qi, Xin Cao, Christian S. Jensen

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

Comments Accepted for publication at EDBT'25

2404.02318 2025-03-06 cs.RO 88%

ZeroCAP: Zero-Shot Multi-Robot Context Aware Pattern Formation via Large Language Models

Vishnunandan L. N. Venkatesh, Byung-Cheol Min

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

2406.12275 2025-03-04 cs.CV 88%

VoCo-LLaMA: Towards Vision Compression with Large Language Models

Xubing Ye, Yukang Gan, Xiaoke Huang, Yixiao Ge, Yansong Tang

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

Comments 11 pages, 4 figures

2410.11845 2025-02-25 cs.DC 88%

A Review on Edge Large Language Models: Design, Execution, and Applications

Yue Zheng, Yuhao Chen, Bin Qian, Xiufang Shi, Yuanchao Shu, Jiming Chen

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

Comments Accepted by ACM Computing Surveys(CSUR)

2410.08119 2025-02-25 cs.CV 88%

Q-VLM: Post-training Quantization for Large Vision-Language Models

Changyuan Wang, Ziwei Wang, Xiuwei Xu, Yansong Tang, Jie Zhou, Jiwen Lu

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

2408.10013 2025-02-18 cs.DC cs.NE 88%

SSDTrain: An Activation Offloading Framework to SSDs for Faster Large Language Model Training

Kun Wu, Jeongmin Brian Park, Xiaofan Zhang, Mert Hidayetoğlu, Vikram Sharma Mailthody, Sitao Huang, Steven Sam Lumetta, Wen-mei Hwu

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

Comments To appear in DAC 2025. The final version (with revisal, acknowledgement, copyright notice, etc.) is WIP

2408.08093 2025-02-17 cs.CV cs.MM 88%

When Video Coding Meets Multimodal Large Language Models: A Unified Paradigm for Video Coding

Pingping Zhang, Jinlong Li, Kecheng Chen, Meng Wang, Long Xu, Haoliang Li, Nicu Sebe, Sam Kwong, Shiqi Wang

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

2407.14093 2025-02-13 cs.MM 88%

Routing Experts: Learning to Route Dynamic Experts in Multi-modal Large Language Models

Qiong Wu, Zhaoxi Ke, Yiyi Zhou, Xiaoshuai Sun, Rongrong Ji

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

2501.14960 2025-02-11 cs.LG cs.AI cs.CL 88%

LLM4DistReconfig: A Fine-tuned Large Language Model for Power Distribution Network Reconfiguration

Panayiotis Christou, Md. Zahidul Islam, Yuzhang Lin, Jingwei Xiong

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 Accepted in NAACL 2025 Conference Main Track

2502.00653 2025-02-04 cs.CR 88%

Towards Robust Multimodal Large Language Models Against Jailbreak Attacks

Ziyi Yin, Yuanpu Cao, Han Liu, Ting Wang, Jinghui Chen, Fenhlong Ma

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

2501.17279 2025-01-30 cond-mat.mtrl-sci physics.comp-ph 88%

Engineering Point Defects in MoS2 for Tailored Material Properties using Large Language Models

Abdalaziz Al-Maeeni, Denis Derkach, Andrey Ustyuzhanin

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

2501.12461 2025-01-24 cs.SE 88%

Empowering AIOps: Leveraging Large Language Models for IT Operations Management

Arthur Vitui, Tse-Hsun Chen

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

2501.12053 2025-01-22 cs.CE 88%

PINNsAgent: Automated PDE Surrogation with Large Language Models

Qingpo Wuwu, Chonghan Gao, Tianyu Chen, Yihang Huang, Yuekai Zhang, Jianing Wang, Jianxin Li, Haoyi Zhou, Shanghang Zhang

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

Comments 9 pages, 3 figures, 3 tables

2501.10630 2025-01-22 cs.IT eess.SP math.IT 88%

Exploring the Potential of Large Language Models for Massive MIMO CSI Feedback

Yiming Cui, Jiajia Guo, Chao-Kai Wen, Shi Jin, En Tong

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

LMRPA: Large Language Model-Driven Efficient Robotic Process Automation for OCR

Urban Safety Perception Assessments via Integrating Multimodal Large Language Models with Street View Images

Merge Hijacking: Backdoor Attacks to Model Merging of Large Language Models

MorphMark: Flexible Adaptive Watermarking for Large Language Models

A Preliminary Study of Large Language Models for Multilingual Vulnerability Detection

FLAME: Frozen Large Language Models Enable Data-Efficient Language-Image Pre-training

BBAL: A Bidirectional Block Floating Point-Based Quantisation Accelerator for Large Language Models

UX Remix: Improving Measurement Item Design Process Using Large Language Models and Prior Literature

Multi-aspect Knowledge Distillation with Large Language Model

DeepRetrieval: Hacking Real Search Engines and Retrievers with Large Language Models via Reinforcement Learning

FOLDER: Accelerating Multi-modal Large Language Models with Enhanced Performance

RAIDER: Tool-Equipped Large Language Model Agent for Robotic Action Issue Detection, Explanation and Recovery

SlowFast-LLaVA-1.5: A Family of Token-Efficient Video Large Language Models for Long-Form Video Understanding

Large Language Models for Blockchain Security: A Systematic Literature Review

DocLayLLM: An Efficient Multi-modal Extension of Large Language Models for Text-rich Document Understanding

TokenCarve: Information-Preserving Visual Token Compression in Multimodal Large Language Models

SemaSK: Answering Semantics-aware Spatial Keyword Queries with Large Language Models

ZeroCAP: Zero-Shot Multi-Robot Context Aware Pattern Formation via Large Language Models

VoCo-LLaMA: Towards Vision Compression with Large Language Models

A Review on Edge Large Language Models: Design, Execution, and Applications

Q-VLM: Post-training Quantization for Large Vision-Language Models

SSDTrain: An Activation Offloading Framework to SSDs for Faster Large Language Model Training

When Video Coding Meets Multimodal Large Language Models: A Unified Paradigm for Video Coding

Routing Experts: Learning to Route Dynamic Experts in Multi-modal Large Language Models

LLM4DistReconfig: A Fine-tuned Large Language Model for Power Distribution Network Reconfiguration

Towards Robust Multimodal Large Language Models Against Jailbreak Attacks

Engineering Point Defects in MoS2 for Tailored Material Properties using Large Language Models

Empowering AIOps: Leveraging Large Language Models for IT Operations Management

PINNsAgent: Automated PDE Surrogation with Large Language Models

Exploring the Potential of Large Language Models for Massive MIMO CSI Feedback