语言大模型 / LLM

JEPA4Rec: Learning Effective Language Representations for Sequential Recommendation via Joint Embedding Predictive Architecture

Minh-Anh Nguyen, Dung D. Le

机构 * College of Engineering and Computer Science, VinUniversity, Vietnam（工程与计算机科学学院，Vin大学） 纠错

专题命中 领域大模型 ：language model(abstract)；分类 cs.CL、cs.AI

Symmetry Understanding of 3D Shapes via Chirality Disentanglement

Weikang Wang, Tobias Weißberg, Nafie El Amrani, Florian Bernard

机构 * University of Bonn（波恩大学） ； Lamarr Institute（拉马尔研究所） 纠错

专题命中 领域大模型 ：foundation model(abstract)

Comments Accepted at ICCV 2025

AutoIAD: Manager-Driven Multi-Agent Collaboration for Automated Industrial Anomaly Detection

Dongwei Ji, Bingzhang Hu, Yi Zhou

专题命中 领域大模型 ：LLM(abstract)

Segmenting the Complex and Irregular in Two-Phase Flows: A Real-World Empirical Study with SAM2

Semanur Küçük, Cosimo Della Santina, Angeliki Laskari

机构 * Delft University of Technology, Faculty of Mechanical Engineering（代尔夫特理工大学机械工程学院） 纠错

专题命中 领域大模型 ：foundation model(abstract)

Comments 7 pages

Unified modality separation: A vision-language framework for unsupervised domain adaptation

Xinyao Li, Jingjing Li, Zhekai Du, Lei Zhu, Heng Tao Shen

机构 * University of Electronic Science and Technology of China（电子科学与技术大学） ； Tongji University（同济大学） 纠错

专题命中 领域大模型 ：language model(abstract)

Comments Accepted to TPAMI

Know the Unknown: An Uncertainty-Sensitive Method for LLM Instruction Tuning

Jiaqi Li, Yixuan Tang, Yi Yang

机构 * The Hong Kong University of Science and Technology（香港科学与技术大学） 纠错

专题命中 知识编辑与模型理解 ：LLM(title)；instruction tuning(title)；large language model(abstract)；language model(abstract)

Comments Findings of The 63rd Annual Meeting of the Association for Computational Linguistics (ACL Findings 2025)

Simulating Human-Like Learning Dynamics with LLM-Empowered Agents

Yu Yuan, Lili Zhao, Wei Chen, Guangting Zheng, Kai Zhang, Mengdi Zhang, Qi Liu

专题命中 知识编辑与模型理解 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Language Model Uncertainty Quantification with Attention Chain

Yinghao Li, Rushi Qiang, Lama Moukheiber, Chao Zhang

机构 * Georgia Institute of Technology（佐治亚理工学院） 纠错

专题命中 知识编辑与模型理解 ：language model(title,abstract)；LLM(abstract)；large language model(abstract)；分类 cs.CL

Comments 36 pages, 7 figures, 36 tables

Balancing Stylization and Truth via Disentangled Representation Steering

Chenglei Shen, Zhongxiang Sun, Teng Shi, Xiao Zhang, Jun Xu

机构 * Gaoling School of Artificial Intelligence, Renmin University of China（中国人民大学 Gallagher人工智能学院） 纠错

专题命中 知识编辑与模型理解 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Conformal Sets in Multiple-Choice Question Answering under Black-Box Settings with Provable Coverage Guarantees

Guang Yang, Xinyang Liu

机构 * School of Electrical Engineering University of Jinan（电气工程学院 华东理工大学） 纠错

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments under review

Improving Factuality for Dialogue Response Generation via Graph-Based Knowledge Augmentation

Xiangyan Chen, Yujian Gan, Yimeng Gu, Matthew Purver

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.CL

Verbalized Representation Learning for Interpretable Few-Shot Generalization

Cheng-Fu Yang, Da Yin, Wenbo Hu, Heng Ji, Nanyun Peng, Bolei Zhou, Kai-Wei Chang

机构 * University of California, Los Angeles（加州大学洛杉矶分校） ； University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） 纠错

专题命中 知识编辑与模型理解 ：language model(abstract)；分类 cs.CL、cs.LG

Comments Accepted to ICCV 2025

Multi-Agents Based on Large Language Models for Knowledge-based Visual Question Answering

Zhongjian Hu, Peng Yang, Bing Li, Zhenqi Wang

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

Comments We would like to withdraw this submission due to ongoing internal review and coordination among the author team. Upon the supervisor's recommendation, we have decided to delay public dissemination until the manuscript undergoes further refinement and aligns with our intended academic trajectory

Driver Assistant: Persuading Drivers to Adjust Secondary Tasks Using Large Language Models

Wei Xiang, Muchen Li, Jie Yan, Manling Zheng, Hanfei Zhu, Mengyun Jiang, Lingyun Sun

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

Comments 6 pages, 4 figures, 2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

Attention Basin: Why Contextual Position Matters in Large Language Models

Zihao Yi, Delong Zeng, Zhenqing Ling, Haohao Luo, Zhe Xu, Wei Liu, Jian Luan, Wanxia Cao, Ying Shen

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

How Robust are LLM-Generated Library Imports? An Empirical Study using Stack Overflow

Jasmine Latendresse, SayedHassan Khatoonabadi, Emad Shihab

机构 * Concordia University（康科迪亚大学） 纠错

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

Evaluating the Impact of LLM-guided Reflection on Learning Outcomes with Interactive AI-Generated Educational Podcasts

Vishnu Menon, Andy Cherney, Elizabeth B. Cloude, Li Zhang, Tiffany D. Do

机构 * Drexel University（德雷塞尔大学） ； Michigan State University（密歇根州立大学） 纠错

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

Comments Accepted to NCME Special Interest Group on AI in Measurement: AIME-CON 2025 conference

Automated File-Level Logging Generation for Machine Learning Applications using LLMs: A Case Study using GPT-4o Mini

Mayra Sofia Ruiz Rodriguez, SayedHassan Khatoonabadi, Emad Shihab

机构 * Concordia University（康科德大学） 纠错

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

Simulating LLM training workloads for heterogeneous compute and network infrastructure

Sumit Kumar, Arjun Temura, Naman Sharma, Ramanjeet Singh, Meet Dadhania, Praveen Tammana, Satananda Burla, Abed Mohammad Kamaluddin, Rinku Shah

专题命中 其他LLM ：LLM(title,abstract)

Propagating Sparse Depth via Depth Foundation Model for Out-of-Distribution Depth Completion

Shenglun Chen, Xinzhu Ma, Hong Zhang, Haojie Li, Zhihui Wang

机构 * Dalian University of Technology（大连理工大学） ； Beihang University（北京航空航天大学） ； College of Computer Science and Engineering, Shandong University of Science and Technology（山东科技大学计算机科学与工程学院） 纠错

专题命中 其他LLM ：foundation model(title,abstract)

Comments Accepted by IEEE TIP

Automated Bug Frame Retrieval from Gameplay Videos Using Vision-Language Models

Wentao Lu, Alexander Senchenko, Abram Hindle, Cor-Paul Bezemer

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

AI Should Be More Human, Not More Complex

Carlo Esposito

机构 * Eyed Softwares, Aploide Softwares（Eyed Softwares 和 Aploide Softwares） 纠错

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

Comments 2025 - Knowledge Commons - Eyed Research Collection

AI Mimicry and Human Dignity: Chatbot Use as a Violation of Self-Respect

Jan-Willem van der Rijt, Dimitri Coelho Mollo, Bram Vaassen

机构 * Umeå University（乌梅大学） 纠错

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

Data Processing for the OpenGPT-X Model Family

Nicolo' Brandizzi, Hammam Abdelwahab, Anirban Bhowmick, Lennard Helmer, Benny Jörg Stein, Pavel Denisov, Qasid Saleem, Michael Fromm, Mehdi Ali, Richard Rutmann, Farzad Naderi, Mohamad Saif Agy, Alexander Schwirjow, Fabian Küch, Luzian Hahn, Malte Ostendorff, Pedro Ortiz Suarez, Georg Rehm, Dennis Wegener, Nicolas Flores-Herr, Joachim Köhler, Johannes Leveling

机构 * Fraunhofer IAIS（弗劳恩霍夫人工智能研究所） ； Fraunhofer IIS（弗劳恩霍夫信息处理研究所） ； DFKI（德意志国防科研机构） 纠错

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

Bridging Brains and Models: MoE-Based Functional Lesions for Simulating and Rehabilitating Aphasia

Yifan Wang, Jingyuan Sun, Jichen Zheng, Yunhao Zhang, Chunyu Ye, Jixing Li, Chengqing Zong, Shaonan Wang

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

From Detection to Correction: Backdoor-Resilient Face Recognition via Vision-Language Trigger Detection and Noise-Based Neutralization

Farah Wahida, M. A. P. Chamikara, Yashothara Shanmugarasa, Mohan Baruwal Chhetri, Thilina Ranbaduge, Ibrahim Khalil

机构 * RMIT University, Australia（皇家墨尔本理工大学） 纠错

专题命中 其他LLM ：language model(abstract)

Comments 19 Pages, 24 Figures

Attribute Guidance With Inherent Pseudo-label For Occluded Person Re-identification

Rui Zhi, Zhen Yang, Haiyang Zhang

机构 * Beijing University of Post and Telecommunication（北京邮电大学） 纠错

专题命中 其他LLM ：language model(abstract)

Comments 8 pages, 2 supplement pages, 3 figures, ECAI2025

UniTalker: Conversational Speech-Visual Synthesis

Yifan Hu, Rui Liu, Yi Ren, Xiang Yin, Haizhou Li

专题命中 其他LLM ：language model(abstract)

Comments 15 pages, 8 figures, Accepted by ACM MM 2025

Degrees of Freedom for Radiating Systems

Mats Gustafsson

专题命中 其他LLM ：prompting(abstract)

Journal ref IEEE Transactions on Antennas and Propagation, 73 (2) 2025