多模态大模型

Cohort-Aware Agents for Individualized Lung Cancer Risk Prediction Using a Retrieval-Augmented Model Selection Framework

Chongyu Qu, Allen J. Luna, Thomas Z. Li, Junchao Zhu, Junlin Guo, Juming Xiong, Kim L. Sandler, Bennett A. Landman, Yuankai Huo

机构 * Vanderbilt University（范德堡大学） ； Vanderbilt University Medical Center（范德堡大学医学中心） 纠错

专题命中 跨模态检索 ：multi-modal(abstract)

RAG for Geoscience: What We Expect, Gaps and Opportunities

Runlong Yu, Shiyuan Luo, Rahul Ghosh, Lingyao Li, Yiqun Xie, Xiaowei Jia

专题命中 跨模态检索 ：multi-modal(abstract)

Borrowing From the Future: Enhancing Early Risk Assessment through Contrastive Learning

Minghui Sun, Matthew M. Engelhard, Benjamin A. Goldstein

机构 * Department of Biostatistics & Bioinformatics, Duke University（生物统计学与生物信息学系，杜克大学） 纠错

专题命中 跨模态检索 ：multi-modal(abstract)

Comments accepted by Machine Learning for Healthcare 2025

Role of Large Language Models and Retrieval-Augmented Generation for Accelerating Crystalline Material Discovery: A Systematic Review

Agada Joseph Oche, Arpan Biswas

机构 * Bredesen Center for Interdisciplinary Research, University of Tennessee, Knoxville, USA（跨学科研究中心，田纳西大学，诺克斯维尔，美国） ； University of Tennessee-Oak Ridge Innovation Institute, University of Tennessee, Knoxville, USA（田纳西大学橡树岭创新研究所，田纳西大学，诺克斯维尔，美国） 纠错

专题命中 跨模态检索 ：multi-modal(abstract)

Comments 10 pages, 2 figures

Transportation Cyber Incident Awareness through Generative AI-Based Incident Analysis and Retrieval-Augmented Question-Answering Systems

Ostonya Thomas, Muhaimin Bin Munir, Jean-Michel Tine, Mizanur Rahman, Yuchen Cai, Khandakar Ashrafi Akbar, Md Nahiyan Uddin, Latifur Khan, Trayce Hockstad, Mashrur Chowdhury

专题命中 跨模态检索 ：multimodal(abstract)

Comments This paper has been submitted to the Transportation Research Board (TRB) for consideration for presentation at the 2026 Annual Meeting

Text-Attributed Graph Anomaly Detection via Multi-Scale Cross- and Uni-Modal Contrastive Learning

Yiming Xu, Xu Hua, Zhen Peng, Bin Shi, Jiarun Chen, Xingbo Fu, Song Wang, Bo Dong

机构 * School of Computer Science and Technology, Xi'an Jiaotong University（西安交通大学计算机科学与技术学院） ； Shaanxi Provincial Key Laboratory of Big Data Knowledge Engineering, Xi’an Jiaotong University（陕西省大数据知识工程重点实验室） ； School of Distance Education, Xi’an Jiaotong University（西安交通大学继续教育学院） ； University of Virginia（弗吉尼亚大学） 纠错

专题命中 跨模态检索 ：cross-modal(abstract)

Comments Accepted by ECAI 2025

Multi-Prompt Style Interpolation for Fine-Grained Artistic Control

Lei Chen, Hao Li, Yuxin Zhang, Chao Li, Kai Wen

专题命中 跨模态检索 ：cross-modal(abstract)

Comments arXiv admin note: This paper has been withdrawn by arXiv due to disputed and unverifiable authorship and affiliation

A Contrastive Diffusion-based Network (CDNet) for Time Series Classification

Yaoyu Zhang, Chi-Guhn Lee

机构 * Department of Mechanical and Industrial Engineering University of Toronto（机械与工业工程系多伦多大学） 纠错

专题命中 跨模态检索 ：multimodal(abstract)

Comments 19 pages, conference

EVOLVE-X: Embedding Fusion and Language Prompting for User Evolution Forecasting on Social Media

Ismail Hossain, Sai Puppala, Md Jahangir Alam, Sajedul Talukder

机构 * Computer Science University of Texas at El Paso（计算机科学德克萨斯大学埃尔帕索分校） ； School of Computing Southern Illinois University（计算学院南方伊利诺伊大学） 纠错

专题命中 跨模态检索 ：cross-modal(abstract)

Comments We are submitting this paper to ICWSM 2026 conference on September 15th, 2025

Mixture-of-Expert Variational Autoencoders for Cross-Modality Embedding of Type Ia Supernova Data

Yunyi Shen, Alexander T. Gagliano

专题命中 跨模态检索 ：multi-modal(abstract)

Comments Accepted to the Machine Learning for Astrophysics Workshop co-located at ICML 2025 and selected for a spotlight talk

GLOSS: Group of LLMs for Open-Ended Sensemaking of Passive Sensing Data for Health and Wellbeing

Akshat Choube, Ha Le, Jiachen Li, Kaixin Ji, Vedant Das Swain, Varun Mishra

专题命中 跨模态检索 ：multimodal(abstract)

Incomplete Multiview Learning via Wyner Common Information

AbdAlRahman Odeh, Teng-Hui Huang, Hesham El Gamal

专题命中 跨模态检索 ：cross-modal(abstract)

Comments 6 pages, 2 figures, ITW2025

TypeTele: Releasing Dexterity in Teleoperation by Dexterous Manipulation Types

Yuhao Lin, Yi-Lin Wei, Haoran Liao, Mu Lin, Chengyi Xing, Hao Li, Dandan Zhang, Mark Cutkosky, Wei-Shi Zheng

机构 * School of Computer Science and Engineering, Sun Yat-sen University, China（中山大学计算机科学与工程学院） ； Stanford University, USA（斯坦福大学） ； Imperial College London, UK（伦敦帝国理工学院） 纠错

专题命中 跨模态检索 ：MLLM(abstract)

Comments Project Page: https://isee-laboratory.github.io/TypeTele

scMamba: A Scalable Foundation Model for Single-Cell Multi-Omics Integration Beyond Highly Variable Feature Selection

Zhen Yuan, Shaoqing Jiao, Yihang Xiao, Jiajie Peng

机构 * AI for Science Interdisciplinary Research Center（人工智能科学交叉研究中心） ； School of Computer Science, Northwestern Polytechnical University（西北工业大学计算机学院） ； Key Laboratory of Big Data Storage and Management, Northwestern Polytechnical University, Ministry of Industry and Information Technology（大数据存储与管理重点实验室，西北工业大学，工业和信息化部） 纠错

专题命中 跨模态检索 ：multimodal(abstract)

Semantic-enhanced Modality-asymmetric Retrieval for Online E-commerce Search

Zhigong Zhou, Ning Ding, Xiaochuan Fan, Yue Shang, Yiming Qiu, Jingwei Zhuo, Zhiwei Ge, Songlin Wang, Lin Liu, Sulong Xu, Han Zhang

专题命中 跨模态检索 ：multimodal(abstract)

Comments published in sigir2023

Time-dependent density estimation using binary classifiers

Agnimitra Dasgupta, Javier Murgoitio-Esandi, Ali Fardisi, Assad A Oberai

机构 * organization= Department of Aerospace \& Mechanical Engineering, University of Southern California , city= Los Angeles , postcode= 90089 , state= California , country= USA 纠错

专题命中 跨模态检索 ：multi-modal(abstract)

MAGMaR Shared Task System Description: Video Retrieval with OmniEmbed

Jiaqi Samantha Zhan, Crystina Zhang, Shengyao Zhuang, Xueguang Ma, Jimmy Lin

专题命中 跨模态检索 ：multimodal(abstract)

Jarzynski Reweighting and Sampling Dynamics for Training Energy-Based Models: Theoretical Analysis of Different Transition Kernels

Davide Carbone

机构 * Dipartimento di Scienze Matematiche, Politecnico di Torino, Italy（都灵理工大学数学科学系） ； Istituto Nazionale di Fisica Nucleare, Sezione di Torino, Italy（意大利国家核物理研究所都灵分部） ； Laboratoire de Physique de l’École normale supérieure, ENS, Université PSL, France（法国高等科学研究所物理实验室） 纠错

专题命中 跨模态检索 ：multi-modal(abstract)

Research on E-Commerce Long-Tail Product Recommendation Mechanism Based on Large-Scale Language Models

Qingyi Lu, Haotian Lyu, Jiayun Zheng, Yang Wang, Li Zhang, Chengrui Zhou

专题命中 跨模态检索 ：multimodal(abstract)

Rethinking Contrastive Learning in Session-based Recommendation

Xiaokun Zhang, Bo Xu, Fenglong Ma, Zhizheng Wang, Liang Yang, Hongfei Lin

专题命中 跨模态检索 ：multi-modal(abstract)

Comments This work has been accepted by Pattern Recognition

Toward Understanding Bugs in Vector Database Management Systems

Yinglin Xie, Xinyi Hou, Yanjie Zhao, Shenao Wang, Kai Chen, Haoyu Wang

专题命中 跨模态检索 ：multimodal(abstract)

PerSRV: Personalized Sticker Retrieval with Vision-Language Model

Heng Er Metilda Chee, Jiayin Wang, Zhiqiang Guo, Weizhi Ma, Min Zhang

专题命中 跨模态检索 ：multi-modal(abstract)

Comments Accepted at WWW '25

Towards Brain Passage Retrieval -- An Investigation of EEG Query Representations

Niall McGuire, Yashar Moshfeghi

专题命中 跨模态检索 ：cross-modal(abstract)

Joint Generalized Cosine Similarity: A Novel Method for N-Modal Semantic Alignment Based on Contrastive Learning

Yiqiao Chen, Zijian Huang

专题命中 跨模态检索 ：multi-modal(abstract)

Comments 11 pages, 9 figures

Tevatron 2.0: Unified Document Retrieval Toolkit across Scale, Language, and Modality

Xueguang Ma, Luyu Gao, Shengyao Zhuang, Jiaqi Samantha Zhan, Jamie Callan, Jimmy Lin

专题命中 跨模态检索 ：multimodal(abstract)

Comments Accepted in SIGIR 2025 (Demo)

Contrastive Learning for Continuous Touch-Based Authentication

Mengyu Qiao, Yunpeng Zhai, Yang Wang

专题命中 跨模态检索 ：cross-modal(abstract)

UltraRAG: A Modular and Automated Toolkit for Adaptive Retrieval-Augmented Generation

Yuxuan Chen, Dewen Guo, Sen Mei, Xinze Li, Hao Chen, Yishan Li, Yixuan Wang, Chaoyue Tang, Ruobing Wang, Dingjun Wu, Yukun Yan, Zhenghao Liu, Shi Yu, Zhiyuan Liu, Maosong Sun

专题命中 跨模态检索 ：multimodal(abstract)

TC-MGC: Text-Conditioned Multi-Grained Contrastive Learning for Text-Video Retrieval

Xiaolun Jing, Genke Yang, Jian Chu

专题命中 跨模态检索 ：cross-modal(abstract)

Towards Calibrating Financial Market Simulators with High-frequency Data

Peng Yang, Junji Ren, Feng Wang, Ke Tang

专题命中 跨模态检索 ：multi-modal(abstract)

UniRAG: Universal Retrieval Augmentation for Large Vision Language Models

Sahel Sharifymoghaddam, Shivani Upadhyay, Wenhu Chen, Jimmy Lin

专题命中 跨模态检索 ：multi-modal(abstract)

Comments 14 pages, 6 figures