语言大模型 / LLM

Adversarial Attacks and Defenses on Graph-aware Large Language Models (LLMs)

Iyiola E. Olatunji, Franziska Boenisch, Jing Xu, Adam Dziedzic

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

Iterative Learning of Computable Phenotypes for Treatment Resistant Hypertension using Large Language Models

Guilherme Seidyo Imai Aldeia, Daniel S. Herman, William G. La Cava

机构 * Federal University of ABC（亚巴西联邦大学） ； Department of Pathology and Laboratory Medicine, University of Pennsylvania（宾夕法尼亚大学病理学与实验室医学系） ； Computational Health Informatics Program, Boston Children’s Hospital, Harvard Medical School（哈佛医学院波士顿儿童医院计算健康信息学项目） 纠错

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

Comments To appear in PMLR, Volume 298, Machine Learning for Healthcare, 2025

MoMA: A Mixture-of-Multimodal-Agents Architecture for Enhancing Clinical Prediction Modelling

Jifan Gao, Mahmudur Rahman, John Caskey, Madeline Oguss, Ann O'Rourke, Randy Brown, Anne Stey, Anoop Mayampurath, Matthew M. Churpek, Guanhua Chen, Majid Afshar

机构 * University of Wisconsin-Madison（威斯康星大学麦迪逊分校） ； Northwestern University（西北大学） 纠错

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

DSBC : Data Science task Benchmarking with Context engineering

Ram Mohan Rao Kadiyala, Siddhant Gupta, Jebish Purbey, Giulio Martini, Ali Shafique, Suman Debnath, Hamza Farooq

机构 * Cohere Labs Community ； IIT Roorkee（印度理工学院罗尔基分校） ； Amazon（亚马逊） ； UCLA（加州大学洛杉矶分校） 纠错

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

Comments 32 pages

The Homework Wars: Exploring Emotions, Behaviours, and Conflicts in Parent-Child Homework Interactions

Nan Gao, Yibin Liu, Xin Tang, Yanyan Liu, Chun Yu, Yun Huang, Yuntao Wang, Flora D. Salim, Xuhai Orson Xu, Jun Wei, Yuanchun Shi

专题命中 领域大模型 ：LLM(abstract)；large language model(abstract)；language model(abstract)

Comments This paper was accepted by Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT)

Explainable Recommendation with Simulated Human Feedback

Jiakai Tang, Jingsen Zhang, Zihang Tian, Xueyang Feng, Lei Wang, Xu Chen

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

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

Journal ref ACM Transactions on Information Systems, Vol. 1, No. 1, Article 1 (January 2025)

"Set It Up": Functional Object Arrangement with Compositional Generative Models (Journal Version)

Yiqing Xu, Jiayuan Mao, Linfeng Li, Yilun Du, Tomas Lozáno-Pérez, Leslie Pack Kaelbling, David Hsu

机构 * School of Computing, National University of Singapore（新加坡国立大学计算机学院） ； CSAIL, Massachusetts Institute of Technology（麻省理工学院计算机科学与人工智能实验室） 纠错

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)

Comments This is the journal version accepted to the International Journal of Robotics Research (IJRR). It extends our prior work presented at Robotics: Science and Systems (RSS) 2024, with a new compositional program induction pipeline from natural language, and expanded evaluations on personalized bookshelf and bedroom furniture layout tasks

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