大模型对齐与安全

CARE: Decoding Time Safety Alignment via Rollback and Introspection Intervention

Xiaomeng Hu, Fei Huang, Chenhan Yuan, Junyang Lin, Tsung-Yi Ho

机构 * Alibaba Group（阿里巴巴集团） ； The Chinese University of Hong Kong（香港中文大学） 纠错

专题命中 其他安全 ：alignment(title,abstract)；safety(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Cross-device Zero-shot Label Transfer via Alignment of Time Series Foundation Model Embeddings

Neal G. Ravindra, Arijit Sehanobish

机构 * Independent Researcher（独立研究者） 纠错

专题命中 其他安全 ：alignment(title,abstract)；分类 cs.AI、cs.LG

Comments 5 pages, 3 figures, 1 table. tl;dr: Adversarial alignment of Time-Series Foundation Model (TSFM) embeddings enables transfer of high-quality clinical labels from medical-grade to consumer-grade wearables, enabling zero-shot prediction of gestational age without requiring paired data

BALI: Enhancing Biomedical Language Representations through Knowledge Graph and Language Model Alignment

Andrey Sakhovskiy, Elena Tutubalina

机构 * AIRI ； Sber AI ； ISP RAS Research Center for Trusted AI（俄罗斯科学院信息与系统研究所可信人工智能研究中心） 纠错

专题命中 其他安全 ：alignment(title,abstract)；分类 cs.CL、cs.AI

Comments 9 pages, 1 figure, published in "The 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2025)"

Journal ref Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (2025). Association for Computing Machinery, 1152-1164

Getting In Contract with Large Language Models -- An Agency Theory Perspective On Large Language Model Alignment

Sascha Kaltenpoth, Oliver Müller

机构 * Paderborn University, Department of Business Administration and Economics（帕德博恩大学商业管理与经济学系） 纠错

专题命中 其他安全 ：alignment(title,abstract)；分类 cs.AI

Comments Presented at the 19th International Conference on Wirtschaftsinformatik 2024, Würzburg, Germany https://aisel.aisnet.org/wi2024/91/

Does This Look Familiar to You? Knowledge Analysis via Model Internal Representations

Sihyun Park

专题命中 其他安全 ：alignment(abstract)；分类 cs.CL、cs.AI

Event Detection and Classification for Long Range Sensing of Elephants Using Seismic Signal

Jaliya L. Wijayaraja, Janaka L. Wijekoon, Malitha Wijesundara

机构 * Sri Lanka Institute of Information Technology（斯里兰卡信息技术研究所） ； Victorian Institute of Technology（维多利亚技术学院） ； Department of System Design Engineering, Keio University（系统设计工程系，庆应大学） 纠错

专题命中 其他安全 ：alignment(abstract)；分类 cs.CY、cs.LG

Comments This article has been accepted for publication in IEEE Access

Aligning LLMs for the Classroom with Knowledge-Based Retrieval -- A Comparative RAG Study

Amay Jain, Liu Cui, Si Chen

机构 * Student（学生） ； Downingtown STEM Academy ； Department of Computer Science（计算机科学系） ； West Chester University of Pennsylvania（宾夕法尼亚州韦斯特切斯特大学） 纠错

专题命中 其他安全 ：alignment(abstract)；分类 cs.AI

Comments This work has been submitted to the IEEE for possible publication

SpecifyUI: Supporting Iterative UI Design Intent Expression through Structured Specifications and Generative AI

Yunnong Chen, Chengwei Shi, Liuqing Chen

专题命中 其他安全 ：alignment(abstract)

Comments 27 pages, 12 figures

IntuiTF: MLLM-Guided Transfer Function Optimization for Direct Volume Rendering

Yiyao Wang, Bo Pan, Ke Wang, Han Liu, Jinyuan Mao, Yuxin Liu, Minfeng Zhu, Xiuqi Huang, Weifeng Chen, Bo Zhang, Wei Chen

机构 * State Key Lab of CAD&CG, Zhejiang University（浙江大学CAD与CG国家重点实验室） ； Laboratory of Art and Archaeology Image (Zhejiang University), Ministry of Education, China（浙江大学艺术与考古图像实验室（教育部，中国）） ； Zhejiang University of Finance&Economics（浙江财经大学） ； Zhejiang University（浙江大学） 纠错

专题命中 其他安全 ：alignment(abstract)

Morphology-based non-rigid registration of coronary computed tomography and intravascular images through virtual catheter path optimization

Karim Kadry, Abhishek Karmakar, Andreas Schuh, Kersten Peterson, Michiel Schaap, David Marlevi, Charles Taylor, Elazer Edelman, Farhad Nezami

机构 * Max L. Olender ； Andreas Schuh ； Abhishek Karmakar ； Kersten Petersen ； Michiel Schaap ； David Marlevi ； Charles Taylor ； Elazer R. Edelman ； Farhad R. Nezami 纠错

专题命中 其他安全 ：alignment(abstract)

Comments Accepted to IEEE Transactions in Medical Imaging