语言大模型 / LLM

DPCheatSheet: Using Worked and Erroneous LLM-usage Examples to Scaffold Differential Privacy Implementation

Shao-Yu Chu, Yuhe Tian, Yu-Xiang Wang, Haojian Jin

专题命中 其他LLM ：LLM(title,abstract)

Cross-Image Contrastive Decoding: Precise, Lossless Suppression of Language Priors in Large Vision-Language Models

Jianfei Zhao, Feng Zhang, Xin Sun, Lingxing Kong, Zhixing Tan, Chong Feng

机构 * School of Computer Science and Technology, Beijing Institute of Technology（计算机科学与技术学院，北京理工大学） ； Zhongguancun Academy（中关村学院） ； Southeast Academy of Information Technology, Beijing Institute of Technology（信息技术东南学院，北京理工大学） ； Tsinghua University（清华大学） 纠错

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

Comments Under Review

Examining Vision Language Models through Multi-dimensional Experiments with Vision and Text Features

Saurav Sengupta, Nazanin Moradinasab, Jiebei Liu, Donald E. Brown

机构 * School of Data Science, University of Virginia（数据科学学院，弗吉尼亚大学） 纠错

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

Assessing prompting frameworks for enhancing literature reviews among university students using ChatGPT

Aminul Islam, Mukta Bansal, Lena Felix Stephanie, Poernomo Gunawan, Pui Tze Sian, Sabrina Luk, Eunice Tan, Hortense Le Ferrand

专题命中 其他LLM ：prompting(title,abstract)

Comments 24 pages, 6 figures

Find Everything: A General Vision Language Model Approach to Multi-Object Search

Daniel Choi, Angus Fung, Haitong Wang, Aaron Hao Tan

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

Comments 8 pages, 5 figures

Improving Large Vision and Language Models by Learning from a Panel of Peers

Jefferson Hernandez, Jing Shi, Simon Jenni, Vicente Ordonez, Kushal Kafle

机构 * Rice University（里士大学） ； Adobe Research（Adobe研究） 纠错

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

Comments Accepted at ICCV 2025

NarraGuide: an LLM-based Narrative Mobile Robot for Remote Place Exploration

Yaxin Hu, Arissa J. Sato, Jingxin Du, Chenming Ye, Anjun Zhu, Pragathi Praveena, Bilge Mutlu

机构 * Department of Computer Sciences\ of Wisconsin--Madison Department of Computer Sciences, University of Wisconsin--Madison ； The Robotics Institute\ Mellon University Carnegie Mellon University ； Department of Computer Sciences\ of Wisconsin--Madison ； The Robotics Institute\ Mellon University 纠错

专题命中 其他LLM ：LLM(title,abstract)

Journal ref Proceedings of the 38th Annual Acm Symposium on User Interface Software and Technology (UIST 2025)

Speaker-Conditioned Phrase Break Prediction for Text-to-Speech with Phoneme-Level Pre-trained Language Model

Dong Yang, Yuki Saito, Takaaki Saeki, Tomoki Koriyama, Wataru Nakata, Detai Xin, Hiroshi Saruwatari

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

Comments Under Review

ReFuzzer: Feedback-Driven Approach to Enhance Validity of LLM-Generated Test Programs

Iti Shree, Karine Even-Mendoza, Tomasz Radzik

专题命中 其他LLM ：LLM(title,abstract)

Robustness tests for biomedical foundation models should tailor to specifications

R. Patrick Xian, Noah R. Baker, Tom David, Qiming Cui, A. Jay Holmgren, Stefan Bauer, Madhumita Sushil, Reza Abbasi-Asl

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

Comments 17 pages, accepted version with SI, repo at https://github.com/RealPolitiX/bfm-robust

Journal ref npj Digital Medicine 8, 557 (2025)

When AIOps Become "AI Oops": Subverting LLM-driven IT Operations via Telemetry Manipulation

Dario Pasquini, Evgenios M. Kornaropoulos, Giuseppe Ateniese, Omer Akgul, Athanasios Theocharis, Petros Efstathopoulos

专题命中 其他LLM ：LLM(title,abstract)

Comments v0.2

DESAMO: A Device for Elder-Friendly Smart Homes Powered by Embedded LLM with Audio Modality

Youngwon Choi, Donghyuk Jung, Hwayeon Kim

机构 * MAUM AI Inc.（MAUM人工智能公司） ； Korea Culture Technology Institute（韩国文化科技研究所） 纠错

专题命中 其他LLM ：LLM(title,abstract)

Comments 2 pages, 2 figures. Accepted for presentation as a UIST 2025 Poster

DuCos: Duality Constrained Depth Super-Resolution via Foundation Model

Zhiqiang Yan, Zhengxue Wang, Haoye Dong, Jun Li, Jian Yang, Gim Hee Lee

机构 * National University of Singapore（国立新加坡大学） ； Nanjing University of Science and Technology（南京理工大学） 纠错

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

Comments ICCV 2025

Towards interpretable prediction of recurrence risk in breast cancer using pathology foundation models

Jakub R. Kaczmarzyk, Sarah C. Van Alsten, Alyssa J. Cozzo, Rajarsi Gupta, Peter K. Koo, Melissa A. Troester, Katherine A. Hoadley, Joel H. Saltz

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

SPG: Style-Prompting Guidance for Style-Specific Content Creation

Qian Liang, Zichong Chen, Yang Zhou, Hui Huang

机构 * Visual Computing Research Center, CSSE, Shenzhen University（深圳大学视觉计算研究中心、计算机科学与工程学院） 纠错

专题命中 其他LLM ：prompting(title,abstract)

Comments Accepted to the Journal track of Pacific Graphics 2025

CRISP: Contrastive Residual Injection and Semantic Prompting for Continual Video Instance Segmentation

Baichen Liu, Qi Lyu, Xudong Wang, Jiahua Dong, Lianqing Liu, Zhi Han

机构 * State Key Laboratory of Robotics and Intelligent Systems, Shenyang Institute of Automation, Chinese Academy of Sciences（机器人与智能系统国家重点实验室，沈阳自动化研究所，中国科学院） ； University of Chinese Academy of Sciences（中国科学院大学） ； Mohamed bin Zayed University of Artificial Intelligence（穆罕默德·本·扎耶德人工智能大学） 纠错

专题命中 其他LLM ：prompting(title,abstract)

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)

MindShot: Multi-Shot Video Reconstruction from fMRI with LLM Decoding

Wenwen Zeng, Yonghuang Wu, Yifan Chen, Xuan Xie, Chengqian Zhao, Feiyu Yin, Guoqing Wu, Jinhua Yu

专题命中 其他LLM ：LLM(title)；prompting(abstract)

Comparing ImageNet Pre-training with Digital Pathology Foundation Models for Whole Slide Image-Based Survival Analysis

Kleanthis Marios Papadopoulos, Tania Stathaki

机构 * Imperial College London, Department of Electrical and Electronic Engineering, London, UK（帝国理工学院伦敦分校，电子与电气工程系） ； Department of Pathology, Institut de Pathologie Multisite, Groupement Hospitalier Sud, Lyon University Hospital, Pierre-Bénite, France（病理学系，多站点病理研究所，南部医院集团，里昂大学医院，皮埃尔-贝内蒂，法国） ； University of Lyon, Université Claude Bernard Lyon 1, Lyon, France（里昂大学， Claude Bernard 里昂第一大学，里昂，法国） 纠错

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

Comments Accepted (Oral) at the 6th International Conference on Computer Vision and Information Technology (CVIT 2025)

Friction-Aware Safety Locomotion for Wheeled-legged Robots using Vision Language Models and Reinforcement Learning

Bo Peng, Donghoon Baek, Qijie Wang, Joao Ramos

机构 * University of Illinois at Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） ； Department of Electrical and Computer Engineering（电气与计算机工程系） ； Department of Mechanical Science Engineering（机械科学与工程系） ； School of Software（软件学院） 纠错

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

Comments Accepted to Humanoids 2025

FOCoOp: Enhancing Out-of-Distribution Robustness in Federated Prompt Learning for Vision-Language Models

Xinting Liao, Weiming Liu, Jiaming Qian, Pengyang Zhou, Jiahe Xu, Wenjie Wang, Chaochao Chen, Xiaolin Zheng, Tat-Seng Chua

机构 * Zhejiang University（浙江大学） ； National University of Singapore（新加坡国立大学） ； University of Science and Technology of China（中国科学技术大学） 纠错

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

Comments Accepted by ICML25

Exploring Textual Semantics Diversity for Image Transmission in Semantic Communication Systems using Visual Language Model

Peishan Huang, Dong Li

机构 * School of Computer Science and Engineering, Macau University of Science and Technology（计算机科学与工程学院，澳门科技大学） 纠错

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

Composable Effect Handling for Programming LLM-integrated Scripts

Di Wang

专题命中 其他LLM ：LLM(title,abstract)

Computer Audition: From Task-Specific Machine Learning to Foundation Models

Andreas Triantafyllopoulos, Iosif Tsangko, Alexander Gebhard, Annamaria Mesaros, Tuomas Virtanen, Björn Schuller

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

Comments Accepted for publication to the Proceedings of the IEEE

Decoding Consumer Preferences Using Attention-Based Language Models

Joshua Foster, Fredrik Odegaard

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

Comments 25 pages

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection?

Lazaro Janier Gonzalez-Sole, Juan E. Tapia, Christoph Busch

机构 * Biometrics and Security Research Group（生物识别与安全研究组） 纠错

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

Comments Accepted at FG 2025

CoCre-Sam (Kokkuri-san): Modeling Ouija Board as Collective Langevin Dynamics Sampling from Fused Language Models

Tadahiro Taniguchi, Masatoshi Nagano, Haruumi Omoto, Yoshiki Hayashi

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

R-VLM: Region-Aware Vision Language Model for Precise GUI Grounding

Joonhyung Park, Peng Tang, Sagnik Das, Srikar Appalaraju, Kunwar Yashraj Singh, R. Manmatha, Shabnam Ghadar

机构 * KAIST（韩国科学技术院） ； AWS AI Labs（亚马逊人工智能实验室） 纠错

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

Comments ACL 2025; 17 pages