语言大模型 / LLM

Finish First, Perfect Later: Test-Time Token-Level Cross-Validation for Diffusion Large Language Models

Runchu Tian, Junxia Cui, Xueqiang Xu, Feng Yao, Jingbo Shang

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） ； University of California San Diego（加州大学圣地亚哥分校） 纠错

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

Comments 17 pages, 8 figures. Work in progress

HFuzzer: Testing Large Language Models for Package Hallucinations via Phrase-based Fuzzing

Yukai Zhao, Menghan Wu, Xing Hu, Xin Xia

机构 * School of Software Technology, Zhejiang University, Ningbo, China（软件技术学院，浙江大学，宁波，中国） ； The State Key Laboratory of Blockchain and Data Security, Zhejiang University, Hangzhou, China（区块链与数据安全国家重点实验室，浙江大学，杭州，中国） 纠错

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

Comments Accepted by ASE25

INGRID: Intelligent Generative Robotic Design Using Large Language Models

Guanglu Jia, Ceng Zhang, Gregory S. Chirikjian

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

Comments We are revising it

SAFE: Advancing Large Language Models in Leveraging Semantic and Syntactic Relationships for Software Vulnerability Detection

Van Nguyen, Surya Nepal, Tingmin Wu, Xingliang Yuan, Carsten Rudolph

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

Journal ref Proceedings of the 20th ACM Asia Conference on Computer and Communications Security (ASIA CCS), 2025

Semantic-Aware Scheduling for GPU Clusters with Large Language Models

Zerui Wang, Qinghao Hu, Ana Klimovic, Tianwei Zhang, Yonggang Wen, Peng Sun, Dahua Lin

机构 * Shanghai Jiao Tong University \& Shanghai AI Laboratory Shanghai China ； Nanyang Technological University Singapore Singapore ； ETH Zurich Zurich Switzerland ； Shanghai AI Laboratory Shanghai China ； The Chinese University of Hong Kong Hong Kong China ； Shanghai Jiao Tong University \& Shanghai AI Laboratory ； Nanyang Technological University ； ETH Zurich ； Shanghai AI Laboratory ； The Chinese University of Hong Kong 纠错

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

Imperceptible Jailbreaking against Large Language Models

Kuofeng Gao, Yiming Li, Chao Du, Xin Wang, Xingjun Ma, Shu-Tao Xia, Tianyu Pang

机构 * Tsinghua University（清华大学） ； Sea AI Lab, Singapore（新加坡Sea AI实验室） ； Nanyang Technological University（南洋理工大学） ； Fudan University（复旦大学） ； Peng Cheng Laboratory（鹏城实验室） 纠错

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

RevMine: An LLM-Assisted Tool for Code Review Mining and Analysis Across Git Platforms

Samah Kansab, Francis Bordeleau, Ali Tizghadam

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

Social Agent: Mastering Dyadic Nonverbal Behavior Generation via Conversational LLM Agents

Zeyi Zhang, Yanju Zhou, Heyuan Yao, Tenglong Ao, Xiaohang Zhan, Libin Liu

机构 * School of Intelligence Science and Technology, Peking University（北京大学智能科学与技术学院） ； Yuanpei College, Peking University（北京大学元培学院） ； School of Computer Science, Peking University（北京大学计算机学院） ； Tencent（腾讯） ； State Key Laboratory of General Artificial Intelligence, Peking University（北京大学通用人工智能国家重点实验室） 纠错

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

Comments SIGGRAPH ASIA 2025 (Conference Track); Project page: https://pku-mocca.github.io/Social-Agent-Page/

Bamboo: LLM-Driven Discovery of API-Permission Mappings in the Android Framework

Han Hu, Wei Minn, Yonghui Liu, Jiakun Liu, Ferdian Thung, Terry Yue Zhuo, Lwin Khin Shar, Debin Gao, David Lo

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

GenQuest: An LLM-based Text Adventure Game for Language Learners

Qiao Wang, Adnan Labib, Robert Swier, Michael Hofmeyr, Zheng Yuan

机构 * Hosei University（立命馆大学） ； King’s College London（伦敦大学国王学院） ； Kindai University（_kindai大学） ； Tokyo Uni. of Science（东京科学大学） ； University of Sheffield（谢菲尔德大学） 纠错

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

Comments Workshop on Wordplay: When Language Meets Games, EMNLP 2025

A Stitch in Time Saves Nine: Proactive Self-Refinement for Language Models

Jinyi Han, Xinyi Wang, Haiquan Zhao, Tingyun li, Zishang Jiang, Sihang Jiang, Jiaqing Liang, Xin Lin, Weikang Zhou, Zeye Sun, Fei Yu, Yanghua Xiao

机构 * Shanghai Institute of Artificial Intelligence for Education（上海人工智能教育研究院） ； East China Normal University（华东师范大学） ； School of Data Science, Fudan University（复旦大学数据科学学院） ； College of Computer Science and Artificial Intelligence, Fudan University（复旦大学计算机科学与人工智能学院） ； Antgroup（蚂蚁集团） 纠错

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

Artificial Authority: From Machine Minds to Political Alignments. An Experimental Analysis of Democratic and Autocratic Biases in Large-Language Models

Natalia Ożegalska-Łukasik, Szymon Łukasik

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

User Feedback in Human-LLM Dialogues: A Lens to Understand Users But Noisy as a Learning Signal

Yuhan Liu, Michael J. Q. Zhang, Eunsol Choi

机构 * New York University（纽约大学） 纠错

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

Comments EMNLP camera-ready

RFCAudit: An LLM Agent for Functional Bug Detection in Network Protocols

Mingwei Zheng, Chengpeng Wang, Xuwei Liu, Jinyao Guo, Shiwei Feng, Xiangyu Zhang

机构 * Department of Computer Science, Purdue University（计算机科学系，普渡大学） 纠错

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

TreePrompt: Leveraging Hierarchical Few-Shot Example Selection for Improved English-Persian and English-German Translation

Ramtin Kakavand, Ebrahim Ansari

机构 * Department of Computer Science（计算机科学系） ； Institute for Advanced Studies in Basic Sciences（基础科学高级研究所） 纠错

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

Comments 12 pages

Observing Without Doing: Pseudo-Apprenticeship Patterns in Student LLM Use

Jade Hak, Nathaniel Lam Johnson, Matin Amoozadeh, Amin Alipour, Souti Chattopadhyay

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

FairAgent: Democratizing Fairness-Aware Machine Learning with LLM-Powered Agents

Yucong Dai, Lu Zhang, Feng Luo, Mashrur Chowdhury, Yongkai Wu

机构 * Clemson University USA（卡罗来纳州克莱姆森大学） ； University of Arkansas USA（阿肯色大学） 纠错

专题命中 其他LLM ：LLM(title,abstract)；分类 cs.AI、cs.LG

Comments Accepted by ICDM 2025 Demo Workshop

LLM-Guided Evolutionary Program Synthesis for Quasi-Monte Carlo Design

Amir Sadikov

机构 * Amir Sadikov（阿米尔·萨迪科夫） 纠错

专题命中 其他LLM ：LLM(title,abstract)；分类 cs.AI、cs.LG

Longitudinal Abuse and Sentiment Analysis of Hollywood Movie Dialogues using Language Models

Rohitash Chandra, Guoxiang Ren, Group-H

机构 * Transitional Artificial Intelligence Research Group, School of Mathematics and Statistics, UNSW Sydney（过渡人工智能研究组，数学与统计学学院） ； Centre for Artificial Intelligence and Innovation, Pingla Institute, Sydney, Australia（人工智能与创新中心，Pingla研究所） 纠错

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

Position Paper: Assessing Robustness, Privacy, and Fairness in Federated Learning Integrated with Foundation Models

Jiaqi Wang, Xi Li

机构 * Auburn University（亚伯拉罕大学） ； University of Alabama at Birmingham（阿拉巴马大学伯明翰分校） 纠错

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

Comments This paper has been accepted by TrustFM: Workshop on Trustworthy Foundation Models in conjunction with ICCV 2025

Prompt Balance Matters: Understanding How Imbalanced Few-Shot Learning Affects Multilingual Sense Disambiguation in LLMs

Deshan Sumanathilaka, Nicholas Micallef, Julian Hough

机构 * Department of Computer Science, Swansea University（计算机科学系，萨斯奎汉大学） 纠错

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

Comments Paper accepted at GlobalNLP 2025: Workshop on beyond English: Natural Language Processing for All Languages in an Era of Large Language Models" 9 pages, 3 figures, 2 Tables

3Dify: a Framework for Procedural 3D-CG Generation Assisted by LLMs Using MCP and RAG

Shun-ichiro Hayashi, Daichi Mukunoki, Tetsuya Hoshino, Satoshi Ohshima, Takahiro Katagiri

机构 * Graduate School of Informatics（信息科学研究生学校） ； Nagoya University（名古屋大学） ； Research Institute for Information Technology（信息科学技术研究所） 纠错

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

TopicAttack: An Indirect Prompt Injection Attack via Topic Transition

Yulin Chen, Haoran Li, Yuexin Li, Yue Liu, Yangqiu Song, Bryan Hooi

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

Comments EMNLP 2025

Exemplifying Emerging Phishing: QR-based Browser-in-The-Browser (BiTB) Attack

Muhammad Wahid Akram, Keshav Sood, Muneeb Ul Hassan, Basant Subba

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

Comments This manuscript is of 5 pages including 7 figures and 2 algorithms

Journal ref IEEE Networking Letters, early access, 2025

Implicit Values Embedded in How Humans and LLMs Complete Subjective Everyday Tasks

Arjun Arunasalam, Madison Pickering, Z. Berkay Celik, Blase Ur

机构 * Florida International University（佛罗里达国际大学） ； University of Chicago（芝加哥大学） ； Purdue University（普渡大学） 纠错

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

Rare Text Semantics Were Always There in Your Diffusion Transformer

Seil Kang, Woojung Han, Dayun Ju, Seong Jae Hwang

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

Comments Accepted to NeurIPS 2025

Towards Sampling Data Structures for Tensor Products in Turnstile Streams

Zhao Song, Shenghao Xie, Samson Zhou

机构 * University of California, Berkeley（加州大学伯克利分校） ； Texas A&M University（德克萨斯农工大学） 纠错

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

Forecasting Conversation Derailments Through Generation

Yunfan Zhang, Kathleen McKeown, Smaranda Muresan

机构 * Columbia University（哥伦比亚大学） ； Barnard College（巴纳德学院） 纠错

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

Comments ACL INLG 2025

Intelligent Healthcare Ecosystems: Optimizing the Iron Triangle of Healthcare (Access, Cost, Quality)

Vivek Acharya

机构 * Boston University（波士顿大学） ； MIT（麻省理工学院） ； Stanford（斯坦福大学） ； University of Texas at Austin（德克萨斯大学奥斯汀分校） 纠错

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

Comments 8 pages, 4 figures, formatted per MDPI guidelines, APA-style numbered references

Semantic Clustering of Civic Proposals: A Case Study on Brazil's National Participation Platform

Ronivaldo Ferreira, Guilherme da Silva, Carla Rocha, Gustavo Pinto

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

Comments 12 pages, in Portuguese language