语言大模型 / LLM

ChEmbed: Enhancing Chemical Literature Search Through Domain-Specific Text Embeddings

Ali Shiraee Kasmaee, Mohammad Khodadad, Mehdi Astaraki, Mohammad Arshi Saloot, Nicholas Sherck, Hamidreza Mahyar, Soheila Samiee

机构 * Department of Computational Science and Engineering（计算科学与工程系） ； McMaster University（麦斯特大学） ； BASF Canada Inc（巴斯夫加拿大公司） ； BASF Corporation（巴斯夫公司） 纠错

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

Academic Vibe Coding: Opportunities for Accelerating Research in an Era of Resource Constraint

Matthew G Crowson, Leo Celi A. Celi

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

Hypercube-Based Retrieval-Augmented Generation for Scientific Question-Answering

Jimeng Shi, Sizhe Zhou, Bowen Jin, Wei Hu, Runchu Tian, Shaowen Wang, Giri Narasimhan, Jiawei Han

机构 * Florida International University（佛罗里达国际大学） ； University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） 纠错

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

Comments 14 pages, 11 figures

MLLM-based Discovery of Intrinsic Coordinates and Governing Equations from High-Dimensional Data

Ruikun Li, Yan Lu, Shixiang Tang, Biqing Qi, Wanli Ouyang

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

SplatTalk: 3D VQA with Gaussian Splatting

Anh Thai, Songyou Peng, Kyle Genova, Leonidas Guibas, Thomas Funkhouser

机构 * Georgia Institute of Technology（佐治亚理工学院） ； Google DeepMind（谷歌DeepMind） 纠错

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

Comments Accepted at ICCV 2025

TCDiff: Triplex Cascaded Diffusion for High-fidelity Multimodal EHRs Generation with Incomplete Clinical Data

Yandong Yan, Chenxi Li, Yu Huang, Dexuan Xu, Jiaqi Zhu, Zhongyan Chai, Huamin Zhang

机构 * School of Computer Science, Peking University（北京大学计算机科学学院） ； School of Information and Software Engineering, University of Electronic Science and Technology of China（电子科技大学信息与软件工程学院） ； National Engineering Research Center for Software Engineering, Peking University（软件工程国家工程研究中心） ； Institute of Software, Chinese Academy of Science（中国科学院软件研究所） ； School of Software and Microelectronics, Peking University（北京大学软件与微电子学院） ； Institute of Basic Theory of Chinese Medicine, China Academy of Chinese Medical Sciences（中国中医科学院中医基础理论研究所） 纠错

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

AutoPLC: Generating Vendor-Aware Structured Text for Programmable Logic Controllers

Donghao Yang, Aolang Wu, Tianyi Zhang, Li Zhang, Fang Liu, Xiaoli Lian, Yuming Ren, Jiaji Tian, Xiaoyin Che

机构 * Beihang University, China（北京航空航天大学） ； Siemens AG（西门子股份公司） 纠错

专题命中 领域大模型 ：LLM(abstract)；分类 cs.AI

Comments 12 pages, 3 figures. Replaces "A Multi-Agent Framework for Extensible Structured Text Generation in PLCs" with an updated AutoPLC framework and new experiments

Learning large softmax mixtures with warm start EM

Xin Bing, Florentina Bunea, Jonathan Niles-Weed, Marten Wegkamp

机构 * Department of Statistical Sciences, University of Toronto（多伦多大学统计学系） ； Department of Statistics and Data Science, Cornell University（康奈尔大学统计学与数据科学系） ； Courant Institute of Mathematical Sciences and Center for Data Science, New York University（纽约大学Courant数学科学研究所和数据科学中心） ； Department of Mathematics and Department of Statistics and Data Science, Cornell University（康奈尔大学数学系和统计学与数据科学系） 纠错

专题命中 领域大模型 ：LLM(abstract)；分类 cs.LG

Agentic Personalized Fashion Recommendation in the Age of Generative AI: Challenges, Opportunities, and Evaluation

Yashar Deldjoo, Nima Rafiee, Mahdyar Ravanbakhsh

专题命中 领域大模型 ：LLM(abstract)

Contrast-Invariant Self-supervised Segmentation for Quantitative Placental MRI

Xinliu Zhong, Ruiying Liu, Emily S. Nichols, Xuzhe Zhang, Andrew F. Laine, Emma G. Duerden, Yun Wang

机构 * Department of Computer Science, Emory University, Atlanta, GA 30307, USA Department of Biomedical Informatics, Emory University, Atlanta, GA 30307, USA Applied Psychology, Faculty of Education, Western University, London, ON N6A 3K7, Canada Western Institute for Neuroscience, Western University, London, ON N6A 3K7, Canada Department of Biomedical Engineering, Columbia University, New York, NY 10027, USA Department of Radiology, Columbia University Irving Medical Center, New York, NY 10032, USA Division of Maternal, Fetal ； Newborn Health, Children’s Health Research Institute, London, ON N6C 2V5, Canada 纠错

专题命中 领域大模型 ：pretraining(abstract)

Comments 12 pages, 20 figures

VWAttacker: A Systematic Security Testing Framework for Voice over WiFi User Equipments

Imtiaz Karim, Hyunwoo Lee, Hassan Asghar, Kazi Samin Mubasshir, Seulgi Han, Mashroor Hasan Bhuiyan, Elisa Bertino

专题命中 领域大模型 ：LLM(abstract)

Prompting Large Language Models for Training-Free Non-Intrusive Load Monitoring

Junyu Xue, Xudong Wang, Xiaoling He, Shicheng Liu, Yi Wang, Guoming Tang

机构 * Southern University of Science ； Technology \& Peng Cheng Laboratory ； The Chinese University of Hong Kong, Shenzhen ； The Hong Kong University of Science ； Tsinghua University 纠错

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

Counterfactual Probing for Hallucination Detection and Mitigation in Large Language Models

Yijun Feng

机构 * Shihezi University（石河子大学） 纠错

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

A comprehensive taxonomy of hallucinations in Large Language Models

Manuel Cossio

机构 * Universitat de Barcelona（巴塞罗那大学） 纠错

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

Comments 55 pages, 16 figures, 3 tables

Zero-Shot Vision Encoder Grafting via LLM Surrogates

Kaiyu Yue, Vasu Singla, Menglin Jia, John Kirchenbauer, Rifaa Qadri, Zikui Cai, Abhinav Bhatele, Furong Huang, Tom Goldstein

机构 * University of Maryland（马里兰大学） ； Meta 纠错

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

Comments ICCV 2025

Path-LLM: A Shortest-Path-based LLM Learning for Unified Graph Representation

Wenbo Shang, Xuliang Zhu, Xin Huang

机构 * Hong Kong Baptist University（香港 Baptist 大学） ； Shanghai Jiao Tong University（上海交通大学） 纠错

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.CL

Comments 15 pages, 12 figures

Knowledge Editing for Multi-Hop Question Answering Using Semantic Analysis

Dominic Simon, Rickard Ewetz

机构 * University of Florida（佛罗里达大学） 纠错

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

Comments 14 pages, 15 figures, pre-print of paper accepted to IJCAI 2025

Hallucination Detection and Mitigation with Diffusion in Multi-Variate Time-Series Foundation Models

Vijja Wichitwechkarn, Charles Fox, Ruchi Choudhary

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

Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models

Zhaochen Wang, Yiwei Wang, Yujun Cai

机构 * The University of Queensland（昆士兰大学） ； University of California, Merced（加州大学默塞德分校） 纠错

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

Comments Work in progress

Towards Bridging Review Sparsity in Recommendation with Textual Edge Graph Representation

Leyao Wang, Xutao Mao, Xuhui Zhan, Yuying Zhao, Bo Ni, Ryan A. Rossi, Nesreen K. Ahmed, Tyler Derr

机构 * Yale University（耶鲁大学） ； Vanderbilt University（范德比大学） ； Adobe Research（Adobe研究） ； Cisco AI Research（思科人工智能研究） 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.AI、cs.LG

Comments 13 pages

Disaggregated Health Data in LLMs: Evaluating Data Equity in the Context of Asian American Representation

Uvini Balasuriya Mudiyanselage, Bharat Jayprakash, Kookjin Lee, K. Hazel Kwon

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

Enhancing Time Series Forecasting via Multi-Level Text Alignment with LLMs

Taibiao Zhao, Xiaobing Chen, Mingxuan Sun

机构 * Louisiana State University（路易斯安那州立大学） 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、cs.LG

Comments This paper is accepted by DASFAA2025

Modality Bias in LVLMs: Analyzing and Mitigating Object Hallucination via Attention Lens

Haohan Zheng, Zhenguo Zhang

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

Generative AI as a Pillar for Predicting 2D and 3D Wildfire Spread: Beyond Physics-Based Models and Traditional Deep Learning

Haowen Xu, Sisi Zlatanova, Ruiyu Liang, Ismet Canbulat

机构 * GRID, School of Built Environment, UNSW Sydney, NSW 2052 Australia（GRID，环境建筑学院，新南威尔士大学悉尼分校） ； School of Minerals and Energy Resources Engineering, UNSW Sydney, NSW 2052 Australia（矿物与能源资源工程学院，新南威尔士大学悉尼分校） 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.AI

DRC: Enhancing Personalized Image Generation via Disentangled Representation Composition

Yiyan Xu, Wuqiang Zheng, Wenjie Wang, Fengbin Zhu, Xinting Hu, Yang Zhang, Fuli Feng, Tat-Seng Chua

机构 * University of Science and Technology of China（中国科学技术大学） ； National University of Singapore（新加坡国立大学） ； Nanyang Technological University（南洋理工大学） 纠错

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

Comments Accepted for publication in ACM MM'25

SAGI: Semantically Aligned and Uncertainty Guided AI Image Inpainting

Paschalis Giakoumoglou, Dimitrios Karageorgiou, Symeon Papadopoulos, Panagiotis C. Petrantonakis

机构 * Department of Electrical and Computer Engineering, Aristotle University of Thessaloniki（阿尔伯塔大学电气与计算机工程系） ； Information Technologies Institute, CERTH（信息科技研究所） 纠错

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

Comments ICCV2025

HT-Transformer: Event Sequences Classification by Accumulating Prefix Information with History Tokens

Ivan Karpukhin, Andrey Savchenko

机构 * Sber AI Lab（Sber AI实验室） 纠错

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

Optimizing Vision-Language Consistency via Cross-Layer Regional Attention Alignment

Yifan Wang, Hongfeng Ai, Quangao Liu, Maowei Jiang, Ruiyuan Kang, Ruiqi Li, Jiahua Dong, Mengting Xiao, Cheng Jiang, Chenzhong Li

机构 * School of Medicine, The Chinese University of Hong Kong, Shenzhen（香港中文大学（深圳）医学院） ； Shenyang Institute of Automation, Chinese Academy of Sciences（中国科学院沈阳自动化研究所） ； Shenzhen International Graduate School, Tsinghua University（清华大学深圳国际研究生院） ； Wave and Machine Intelligence Department, Technology Innovation Institute（技术创新研究院波浪与机器智能部门） ； University of the Chinese Academy of Sciences（中国科学院大学） ； McGill University（麦吉尔大学） 纠错

专题命中 知识编辑与模型理解 ：language model(abstract)

Comments 10 pages

$\textit{Revelio}$: Interpreting and leveraging semantic information in diffusion models

Dahye Kim, Xavier Thomas, Deepti Ghadiyaram

机构 * Boston University（波士顿大学） ； Runway 纠错

专题命中 知识编辑与模型理解 ：language model(abstract)

Comments ICCV 2025

Prompting Large Language Models to Detect Dementia Family Caregivers

Md Badsha Biswas, Özlem Uzuner

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