语言大模型 / LLM

Enhancing Sequential Recommender with Large Language Models for Joint Video and Comment Recommendation

Bowen Zheng, Zihan Lin, Enze Liu, Chen Yang, Enyang Bai, Cheng Ling, Wayne Xin Zhao, Ji-Rong Wen

机构 * Renmin University of China（中国人民大学） ； Kuaishou Technology Co., Ltd.（快手科技有限公司） 纠错

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

Comments Accepted by RecSys2025

AI and Deep Learning for Terahertz Ultra-Massive MIMO: From Model-Driven Approaches to Foundation Models

Wentao Yu, Hengtao He, Shenghui Song, Jun Zhang, Linglong Dai, Lizhong Zheng, Khaled B. Letaief

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

Comments 30 pages, 8 figures, 1 table, accepted by Engineering. Model-driven deep learning, CSI foundation models, and applications of LLMs are presented as three systematic research roadmaps for AI-enabled THz ultra-massive MIMO systems

VL-CLIP: Enhancing Multimodal Recommendations via Visual Grounding and LLM-Augmented CLIP Embeddings

Ramin Giahi, Kehui Yao, Sriram Kollipara, Kai Zhao, Vahid Mirjalili, Jianpeng Xu, Topojoy Biswas, Evren Korpeoglu, Kannan Achan

机构 * Walmart Global Tech（沃尔玛全球技术） 纠错

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

Comments Accepted at RecSys 2025; DOI:https://doi.org/10.1145/3705328.3748064

Causal Graph Fuzzy LLMs: A First Introduction and Applications in Time Series Forecasting

Omid Orang, Patricia O. Lucas, Gabriel I. F. Paiva, Petronio C. L. Silva, Felipe Augusto Rocha da Silva, Adriano Alonso Veloso, Frederico Gadelha Guimaraes

机构 * Federal Institute of Northern Minas Gerais（巴西北矿联邦理工学院） ； Graduate Program in Electrical Engineering（电气工程研究生项目） ； Universidade Federal de Minas Gerais（伯南巴西联邦大学） ； Graduate Program in Computer Science（计算机科学研究生项目） ； Federal University of Minas Gerais（伯南巴西联邦大学） ； Future Lab（未来实验室） 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

Comments Accepted for publication at the Brazilian Congress of Artificial Intelligence (CBIC)

Enabling Cyber Security Education through Digital Twins and Generative AI

Vita Santa Barletta, Vito Bavaro, Miriana Calvano, Antonio Curci, Antonio Piccinno, Davide Pio Posa

机构 * University of Bari Aldo Moro（巴里大学阿尔多·莫罗大学） 纠错

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

Fake or Real: The Impostor Hunt in Texts for Space Operations

Agata Kaczmarek, Dawid Płudowski, Piotr Wilczyński, Krzysztof Kotowski, Ramez Shendy, Evridiki Ntagiou, Jakub Nalepa, Artur Janicki, Przemysław Biecek

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

HypoChainer: A Collaborative System Combining LLMs and Knowledge Graphs for Hypothesis-Driven Scientific Discovery

Haoran Jiang, Shaohan Shi, Yunjie Yao, Chang Jiang, Quan Li

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

Resilient Multi-Agent Negotiation for Medical Supply Chains:Integrating LLMs and Blockchain for Transparent Coordination

Mariam ALMutairi, Hyungmin Kim

机构 * Virginia Tech（弗吉尼亚理工大学） 纠错

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

Comments 11 pages, 6 figure

AI-based Clinical Decision Support for Primary Care: A Real-World Study

Robert Korom, Sarah Kiptinness, Najib Adan, Kassim Said, Catherine Ithuli, Oliver Rotich, Boniface Kimani, Irene King'ori, Stellah Kamau, Elizabeth Atemba, Muna Aden, Preston Bowman, Michael Sharman, Rebecca Soskin Hicks, Rebecca Distler, Johannes Heidecke, Rahul K. Arora, Karan Singhal

机构 * Penda Health（Penda健康） ； Nairobi County（内罗毕县） ； OpenAI 纠错

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

Comments Blog: https://openai.com/index/ai-clinical-copilot-penda-health/

AURA: A Multi-Modal Medical Agent for Understanding, Reasoning & Annotation

Nima Fathi, Amar Kumar, Tal Arbel

机构 * Center for Intelligent Machines, McGill University, Montreal, Canada（麦吉尔大学智能机器中心，加拿大蒙特利尔） ； Mila - Quebec AI institute, Montreal, Canada（魁北克AI研究所） 纠错

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

Comments 9 pages, 3 figures, International Conference on Medical Image Computing and Computer-Assisted Intervention

Constructing Ophthalmic MLLM for Positioning-diagnosis Collaboration Through Clinical Cognitive Chain Reasoning

Xinyao Liu, Diping Song

机构 * Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） ； University of Science and Technology of China（中国科学技术大学） 纠错

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

Filter-And-Refine: A MLLM Based Cascade System for Industrial-Scale Video Content Moderation

Zixuan Wang, Jinghao Shi, Hanzhong Liang, Xiang Shen, Vera Wen, Zhiqian Chen, Yifan Wu, Zhixin Zhang, Hongyu Xiong

机构 * TikTok（字节跳动） 纠错

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

Comments Camera Ready for ACL 2025

MaskedCLIP: Bridging the Masked and CLIP Space for Semi-Supervised Medical Vision-Language Pre-training

Lei Zhu, Jun Zhou, Rick Siow Mong Goh, Yong Liu

机构 * Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A*STAR)（高性能计算研究所（IHPC）、科技研究局（A*STAR）） 纠错

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

Comments Accepted to MedAGI 2025 (Oral)