语言大模型 / LLM

Policy Disruption in Reinforcement Learning:Adversarial Attack with Large Language Models and Critical State Identification

Junyong Jiang, Buwei Tian, Chenxing Xu, Songze Li, Lu Dong

机构 * School of Cyber Science and Engineering（网络科学与工程学院） 纠错

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.LG

Exploring the Impact of Instruction-Tuning on LLM's Susceptibility to Misinformation

Kyubeen Han, Junseo Jang, Hongjin Kim, Geunyeong Jeong, Harksoo Kim

机构 * Konkuk University（韩国康 kuk 大学） ； ETRI（电子技术研究院） 纠错

专题命中 其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Comments ACL 2025 Main Accepted

YATE: The Role of Test Repair in LLM-Based Unit Test Generation

Michael Konstantinou, Renzo Degiovanni, Jie M. Zhang, Mark Harman, Mike Papadakis

专题命中 其他LLM ：LLM(title,abstract)；language model(abstract)；prompting(abstract)

Comments 12 pages, 4 figures

HARLF: Hierarchical Reinforcement Learning and Lightweight LLM-Driven Sentiment Integration for Financial Portfolio Optimization

Benjamin Coriat, Eric Benhamou

机构 * CentraleSupelec（中央理工-巴黎高等电子学院） ； Ai for Alpha IJCAI 2025 - FinLLM Workshop（IJCAI 2025 年 FinLLM 工作坊） 纠错

专题命中 其他LLM ：LLM(title)；large language model(abstract)；language model(abstract)；分类 cs.AI

Enhanced Velocity-Adaptive Scheme: Joint Fair Access and Age of Information Optimization in Vehicular Networks

Xiao Xu, Qiong Wu, Pingyi Fan, Kezhi Wang, Nan Cheng, Wen Chen, Khaled B. Letaief

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)

Comments This paper has been submitted to IEEE TMC

Safeguarding RAG Pipelines with GMTP: A Gradient-based Masked Token Probability Method for Poisoned Document Detection

San Kim, Jonghwi Kim, Yejin Jeon, Gary Geunbae Lee

机构 * Graduate School of Artificial Intelligence, POSTECH, Republic of Korea（人工智能研究生院，POSTECH，韩国） ； Department of Computer Science and Engineering, POSTECH, Republic of Korea（计算机科学与工程系，POSTECH，韩国） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 18 pages, accepted to ACL Findings 2025

GenAI for Automotive Software Development: From Requirements to Wheels

Nenad Petrovic, Fengjunjie Pan, Vahid Zolfaghari, Krzysztof Lebioda, Andre Schamschurko, Alois Knoll

机构 * Technical University of Munich, Germany（慕尼黑技术大学，德国） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI

DeepCrossAttention: Supercharging Transformer Residual Connections

Mike Heddes, Adel Javanmard, Kyriakos Axiotis, Gang Fu, MohammadHossein Bateni, Vahab Mirrokni

机构 * Department of Computer Science, University of California, Irvine, USA（加州大学尔湾分校计算机科学系） ； Marshall School of Business, University of Southern California, Los Angeles, USA（南加州大学马歇尔商学院） ； Google Research, New York, USA（谷歌研究） 纠错

专题命中 其他LLM ：language model(abstract)；分类 cs.LG

Scheduzz: Constraint-based Fuzz Driver Generation with Dual Scheduling

Yan Li, Wenzhang Yang, Yuekun Wang, Jian Gao, Shaohua Wang, Yinxing Xue, Lijun Zhang

专题命中 其他LLM ：LLM(abstract)

Comments 15 pages, 12 figures, 5 tables

Zero-Shot Skeleton-Based Action Recognition With Prototype-Guided Feature Alignment

Kai Zhou, Shuhai Zhang, Zeng You, Jinwu Hu, Mingkui Tan, Fei Liu

机构 * School of Software Engineering, South China University of Technology（南方科技大学软件工程学院） ； South China University of Technology（南方科技大学） ； Pazhou Lab（琶洲实验室） ； School of Future Technology, South China University of Technology（未来技术学院） ； Peng Cheng Laboratory（鹏城实验室） ； Key Laboratory of Big Data and Intelligent Robot (South China University of Technology), Ministry of Education（大数据与智能机器人重点实验室） 纠错

专题命中 其他LLM ：language model(abstract)

Comments This paper is accepted by IEEE TIP 2025 (The journal version is available at https://doi.org/10.1109/TIP.2025.3586487). Code is publicly available at https://github.com/kaai520/PGFA

Journal ref IEEE Transactions on Image Processing 34 (2025) 4602-4617