语言大模型 / LLM

Semantic Clustering of Civic Proposals: A Case Study on Brazil's National Participation Platform

Ronivaldo Ferreira, Guilherme da Silva, Carla Rocha, Gustavo Pinto

专题命中 其他LLM ：large language model(abstract)；language model(abstract)

Comments 12 pages, in Portuguese language

VisualChef: Generating Visual Aids in Cooking via Mask Inpainting

Oleh Kuzyk, Zuoyue Li, Marc Pollefeys, Xi Wang

机构 * ETH Zürich（苏黎世联邦理工学院） ； Microsoft（微软） ； TU Munich（慕尼黑工业大学） ； MCML 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)

Comments GCPR 2025 (oral presentation; Best Master's Thesis Award)

Resolving Task Objective Conflicts in Unified Model via Task-Aware Mixture-of-Experts

Jiaxing Zhang, Hao Tang

机构 * Sichuan University（四川大学） ； Peking University（北京大学） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)

GenIA-E2ETest: A Generative AI-Based Approach for End-to-End Test Automation

Elvis Júnior, Alan Valejo, Jorge Valverde-Rebaza, Vânia de Oliveira Neves

专题命中 其他LLM ：large language model(abstract)；language model(abstract)

Comments Preprint of a paper published at the 39th Brazilian Symposium on Software Engineering (SBES 2025). Please cite the published version: https://sol.sbc.org.br/index.php/sbes/article/view/37006

Secure coding for web applications: Frameworks, challenges, and the role of LLMs

Kiana Kiashemshaki, Mohammad Jalili Torkamani, Negin Mahmoudi

专题命中 其他LLM ：large language model(abstract)；language model(abstract)

Comments 11 pages, 5 figures, 3 tables, 6 listings

When and How to Express Empathy in Human-Robot Interaction Scenarios

Christian Arzate Cruz, Edwin C. Montiel-Vazquez, Chikara Maeda, Randy Gomez

机构 * Honda Research Institute Japan (HRI-JP)（本田研究院日本（HRI-JP）） ； Tecnológico de Monterrey（蒙特雷技术学院） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)

PALM: Synergizing Program Analysis and LLMs to Enhance Rust Unit Test Coverage

Bei Chu, Yang Feng, Kui Liu, Hange Shi, Zifan Nan, Zhaoqiang Guo, Baowen Xu

专题命中 其他LLM ：large language model(abstract)；language model(abstract)

Comments Accepted to ASE 2025 (Research Paper Track). 11 pages, 5 figures

Text Adversarial Attacks with Dynamic Outputs

Wenqiang Wang, Siyuan Liang, Xiao Yan, Xiaochun Cao

专题命中 其他LLM ：large language model(abstract)；language model(abstract)

Incorporating Scene Context and Semantic Labels for Enhanced Group-level Emotion Recognition

Qing Zhu, Wangdong Guo, Qirong Mao, Xiaohua Huang, Xiuyan Shao, Wenming Zheng

机构 * School of Computer Science and Communication Engineering, Jiangsu University（江苏大学计算机科学与通信工程学院） ； Oulu School, Nanjing Institute of Technology（南京理工大学奥卢学院） ； School of Management, Southeast University（东南大学管理学院） ； Key Laboratory of Child Development and Learning Science (Southeast University), Ministry of Education, Southeast University（教育部儿童发展与学习科学重点实验室（东南大学）） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)

Comments 10 pages, 5figures, submitted to IEEE Transactions on Human-Machine Systems

Feature Hedging: Correlated Features Break Narrow Sparse Autoencoders

David Chanin, Tomáš Dulka, Adrià Garriga-Alonso

机构 * University College London（伦敦大学学院） ； FAR AI（FAR人工智能） 纠错

专题命中 其他LLM ：LLM(abstract)；分类 cs.CL、cs.AI、cs.LG

Segmented Operations using Matrix Multiplications

Aleksandros Sobczyk, Giuseppe Sorrentino, Anastasios Zouzias

专题命中 其他LLM ：large language model(abstract)；language model(abstract)

Towards Robust Visual Continual Learning with Multi-Prototype Supervision

Xiwei Liu, Yulong Li, Yichen Li, Xinlin Zhuang, Haolin Yang, Huifa Li, Imran Razzak

机构 * Mohamed bin Zayed University of Artificial Intelligence（穆罕默德·本·扎耶德人工智能大学） ； Huazhong University of Science and Technology（华中科技大学） ； East China Normal University（东华大学） 纠错

专题命中 其他LLM ：LLM(abstract)；language model(abstract)

Agentic Visualization: Extracting Agent-based Design Patterns from Visualization Systems

Vaishali Dhanoa, Anton Wolter, Gabriela Molina León, Hans-Jörg Schulz, Niklas Elmqvist

专题命中 其他LLM ：large language model(abstract)；language model(abstract)

Journal ref IEEE Computer Graphics and Applications, vol: 01 (2025) 1-13

Differential Stochastic Variational Inequalities with Parametric Optimization

Xiaojun Chen, Jian Guo, Guan Wang

专题命中 其他LLM ：large language model(abstract)；language model(abstract)

Comments 35 pages, 5 figures

Visual Evolutionary Optimization on Graph-Structured Combinatorial Problems with MLLMs: A Case Study of Influence Maximization

Jie Zhao, Kang Hao Cheong

专题命中 其他LLM ：large language model(abstract)；language model(abstract)

Dynamic Motion Blending for Versatile Motion Editing

Nan Jiang, Hongjie Li, Ziye Yuan, Zimo He, Yixin Chen, Tengyu Liu, Yixin Zhu, Siyuan Huang

机构 * Institute for AI, Peking University（人工智能研究院，北京大学） ； State Key Laboratory of General Artificial Intelligence, BIGAI（通用人工智能国家重点实验室，BIGAI） ； Yuanpei College, Peking University（元培学院，北京大学） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)

Ubiquitous Intelligence Via Wireless Network-Driven LLMs Evolution

Xingkun Yin, Feiran You, Hongyang Du, Kaibin Huang

专题命中 其他LLM ：large language model(abstract)；language model(abstract)

LESER: Learning to Expand via Search Engine-feedback Reinforcement in e-Commerce

Yipeng Zhang, Bowen Liu, Xiaoshuang Zhang, Aritra Mandal, Canran Xu, Zhe Wu

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

ChatGPT for Code Refactoring: Analyzing Topics, Interaction, and Effective Prompts

Eman Abdullah AlOmar, Luo Xu, Sofia Martinez, Anthony Peruma, Mohamed Wiem Mkaouer, Christian D. Newman, Ali Ouni

专题命中 其他LLM ：large language model(abstract)；language model(abstract)

AIVA: An AI-based Virtual Companion for Emotion-aware Interaction

Chenxi Li

专题命中 其他LLM ：large language model(abstract)；language model(abstract)

OmniActor: A Generalist GUI and Embodied Agent for 2D&3D Worlds

Longrong Yang, Zhixiong Zeng, Yufeng Zhong, Jing Huang, Liming Zheng, Lei Chen, Haibo Qiu, Zequn Qin, Lin Ma, Xi Li

机构 * Meituan（美团） ； Zhejiang University（浙江大学） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)

Contrastive Prompt Clustering for Weakly Supervised Semantic Segmentation

Wangyu Wu, Zhenhong Chen, Xiaowen Ma, Wenqiao Zhang, Xianglin Qiu, Siqi Song, Xiaowei Huang, Fei Ma, Jimin Xiao

机构 * Xi'an Jiaotong-Liverpool University（西安交通大学利物浦大学） ； University of Liverpool（利物浦大学） ； Microsoft（微软） ； Zhejiang University（浙江大学） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)

Schema-Guided Response Generation using Multi-Frame Dialogue State for Motivational Interviewing Systems

Jie Zeng, Yukiko I. Nakano

专题命中 其他LLM ：large language model(abstract)；language model(abstract)

Comments 28pages, 15 figures, 10 tables

Probabilistic Modeling of Jailbreak on Multimodal LLMs: From Quantification to Application

Wenzhuo Xu, Zhipeng Wei, Xiongtao Sun, Zonghao Ying, Deyue Zhang, Dongdong Yang, Xiangzheng Zhang, Quanchen Zou

专题命中 其他LLM ：large language model(abstract)；language model(abstract)

Image-guided topic modeling for interpretable privacy classification

Alina Elena Baia, Andrea Cavallaro

专题命中 其他LLM ：large language model(abstract)；language model(abstract)

Comments Paper accepted at the eXCV Workshop at ECCV 2024. Supplementary material included. Code available at https://github.com/idiap/itm

Autoregressive Universal Video Segmentation Model

Miran Heo, Sukjun Hwang, Min-Hung Chen, Yu-Chiang Frank Wang, Albert Gu, Seon Joo Kim, Ryo Hachiuma

机构 * NVIDIA ； Yonsei University（延世大学） ； Carnegie Mellon University（卡内基梅隆大学） ； National Taiwan University（国立台湾大学） 纠错

专题命中 其他LLM ：language model(abstract)；foundation model(abstract)

Enhancing XAI Interpretation through a Reverse Mapping from Insights to Visualizations

Aniket Nuthalapati, Nicholas Hinds, Brian Y. Lim, Qianwen Wang

专题命中 其他LLM ：large language model(abstract)；language model(abstract)

Comments 5 pages, 5 figures, accepted by IEEE VIS 2025

Multi-Level LVLM Guidance for Untrimmed Video Action Recognition

Liyang Peng, Sihan Zhu, Yunjie Guo

机构 * Kunming University of Science and Technology（昆明理工大学） 纠错

专题命中 其他LLM ：language model(abstract)；prompting(abstract)

Unveiling Code Clone Patterns in Open Source VR Software: An Empirical Study

Huashan Chen, Zisheng Huang, Yifan Xu, Wenjie Huang, Jinfu Chen, Haotang Li, Kebin Peng, Feng Liu, Sen He

专题命中 其他LLM ：large language model(abstract)；language model(abstract)

Image Augmentation Agent for Weakly Supervised Semantic Segmentation

Wangyu Wu, Xianglin Qiu, Siqi Song, Zhenhong Chen, Xiaowei Huang, Fei Ma, Jimin Xiao

机构 * Xi'an Jiaotong-Liverpool University（西安交通大学利物浦大学） ； University of Liverpool（利物浦大学） ； Microsoft（微软公司） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)

Comments Accepted at Neurocomputing 2025