大模型对齐与安全

AI Generated Child Sexual Abuse Material -- What's the Harm?

Caoilte Ó Ciardha, John Buckley, Rebecca S. Portnoff

机构 * Senior Research Fellow, University of Kent, UK（肯特大学高级研究员） ； Digital Child Safety Expert（数字儿童安全专家） ； Vice President of Data Science, Thorn（数据科学副总裁，Thorn） 纠错

专题命中 AI治理与伦理 ：harmlessness(abstract)；分类 cs.AI、cs.CY

Bridging Ethical Principles and Algorithmic Methods: An Alternative Approach for Assessing Trustworthiness in AI Systems

Michael Papademas, Xenia Ziouvelou, Antonis Troumpoukis, Vangelis Karkaletsis

专题命中 AI治理与伦理 ：trustworthy(abstract)；分类 cs.AI、cs.CY

Multiplicative-Additive Constrained Models:Toward Joint Visualization of Interactive and Independent Effects

Fumin Wang

机构 * Independent Researcher（独立研究者） 纠错

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

Words That Make Language Models Perceive

Sophie L. Wang, Phillip Isola, Brian Cheung

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

ELMF4EggQ: Ensemble Learning with Multimodal Feature Fusion for Non-Destructive Egg Quality Assessment

Md Zahim Hassan, Md. Osama, Muhammad Ashad Kabir, Md. Saiful Islam, Zannatul Naim

机构 * organization= Department of Computer Science ； Engineering, Bangladesh Army University of Science ； Engineering, Rajshahi University of Engineering \& Technology , state= Rajshahi , postcode= 6204 , country= Bangladesh ； organization= School of Computing, Mathematics ； Engineering, Charles Sturt University , city= Bathurst , state= NSW , postcode= 2795 , country= Australia ； organization= Gulbali Institute for Agriculture, Water ； Environment, Charles Sturt University , city= Wagga Wagga , state= NSW , postcode= 2678 , country= Australia ； organization= Department of Animal Production ； Management, Sher-e-Bangla Agricultural University , city= Dhaka , country= Bangladesh 纠错

专题命中 其他安全 ：safety(abstract)；分类 cs.LG

Comments 30 pages

SpeechCT-CLIP: Distilling Text-Image Knowledge to Speech for Voice-Native Multimodal CT Analysis

Lukas Buess, Jan Geier, David Bani-Harouni, Chantal Pellegrini, Matthias Keicher, Paula Andrea Perez-Toro, Nassir Navab, Andreas Maier, Tomas Arias-Vergara

机构 * Computer Aided Medical Procedures, Technical University of Munich（慕尼黑技术大学计算机辅助医学程序） 纠错

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

Comments Submitted to ICASSP 2026; under review

A Comprehensive Review on Harnessing Large Language Models to Overcome Recommender System Challenges

Rahul Raja, Anshaj Vats, Arpita Vats, Anirban Majumder

机构 * Linkedin, Carnegie Mellon University, Stanford University（LinkedIn、卡内基梅隆大学、斯坦福大学） ； Meta ； Linkedin, Meta AI, Amazon, Boston University（LinkedIn、Meta AI、亚马逊、波士顿大学） ； Amazon（亚马逊） 纠错

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

GramTrans: A Better Code Representation Approach in Code Generation

Zhao Zhang, Qingyuan Liang, Zeyu Sun, Yizhou Chen, Guoqing Wang, Yican Sun, Lu Zhang, Ge Li, Yingfei Xiong

专题命中 其他安全 ：alignment(abstract)

AdaRD-key: Adaptive Relevance-Diversity Keyframe Sampling for Long-form Video understanding

Xian Zhang, Zexi Wu, Zinuo Li, Hongming Xu, Luqi Gong, Farid Boussaid, Naoufel Werghi, Mohammed Bennamoun

机构 * The University of Western Australia（西澳大学） ； Dalian University of Technology（大连理工大学） ； Khalifa University（卡利夫大学） ； Zhejiang Lab（浙江实验室） 纠错

专题命中 其他安全 ：alignment(abstract)