大模型对齐与安全

Multi-Continental Healthcare Modelling Using Blockchain-Enabled Federated Learning

Rui Sun, Zhipeng Wang, Hengrui Zhang, Ming Jiang, Yizhe Wen, Jiahao Sun, Erwu Liu, Kezhi Li

机构 * School of Computing, Newcastle University（新castle大学计算机学院） ； Department of Computing, Imperial College London（伦敦帝国理工学院计算机系） ； Institute of Health Informatics, University College London（伦敦大学学院健康信息学研究所） ； Shanghai Research Institute for Intelligent Autonomous Systems, Tongji University（上海智能自主系统研究所，同济大学） ； College of Electronics and Information Engineering, Tongji University（同济大学电子与信息工程学院） ； University College London Hospital（伦敦大学学院医院） 纠错

专题命中 隐私与版权 ：safety(abstract)；分类 cs.AI、cs.LG

Comments Accepted by IEEE Global Blockchain Conference, 2025

SIMU: Selective Influence Machine Unlearning

Anu Agarwal, Mihir Pamnani, Dilek Hakkani-Tur

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） 纠错

专题命中 隐私与版权 ：safety(abstract)；分类 cs.AI、cs.LG

Comments Accepted to NeurIPS 2025 Workshop: Constrained Optimization for Machine Learning (COML)

A Survey of Foundation Models for IoT: Taxonomy and Criteria-Based Analysis

Hui Wei, Dong Yoon Lee, Shubham Rohal, Zhizhang Hu, Ryan Rossi, Shiwei Fang, Shijia Pan

机构 * Adobe Research（Adobe研究院） ； Augusta University（奥古斯塔大学） 纠错

专题命中 隐私与版权 ：safety(abstract)；分类 cs.AI、cs.LG

Comments Accepted by CCF Transactions on Pervasive Computing and Interaction (CCF TPCI)

A Multimodal GUI Architecture for Interfacing with LLM-Based Conversational Assistants

Hans G. W. van Dam

专题命中 隐私与版权 ：alignment(abstract)；分类 cs.AI

Comments 24 pages, 19 figures, code available at https://github.com/hansvdam/langbar

From Noisy to Native: LLM-driven Graph Restoration for Test-Time Graph Domain Adaptation

Xiangwei Lv, JinLuan Yang, Wang Lin, Jingyuan Chen, Beishui Liao

机构 * Zhejiang University（浙江大学） 纠错

专题命中 隐私与版权 ：alignment(abstract)；分类 cs.AI