大模型对齐与安全

Frequency Bias Matters: Diving into Robust and Generalized Deep Image Forgery Detection

频率偏差至关重要：深入探讨鲁棒且通用的深度图像伪造检测

Chi Liu, Tianqing Zhu, Wanlei Zhou, Wei Zhao

机构 * Faculty of Data Science, City University of Macau（数据科学学院，澳门城市大学） ； Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences（深圳先进技术研究所，中国科学院） 纠错

专题命中 AI治理与伦理 ：alignment(abstract)

AI总结 本文从频率视角分析深度图像伪造检测器的通用性和鲁棒性问题，提出两步频率对齐方法以提升检测可靠性并增强反伪造能力。

Comments Accepted for publication in IEEE Transactions on Dependable and Secure Computing

RE for AI in Practice: Managing Data Annotation Requirements for AI Autonomous Driving Systems

在实践中为AI管理数据标注需求：为AI自主驾驶系统管理数据标注要求

Hina Saeeda, Mazen Mohamad, Eric Knauss, Jennifer Horkoff, Ali Nouri

专题命中 AI治理与伦理 ：safety(abstract)

AI总结 本研究通过实证分析，探讨了自动驾驶系统中数据标注需求的定义、挑战及最佳实践，为提升AI系统可靠性提供指导。

Modelling vehicle and pedestrian collective dynamics: Challenges and advances

Antoine Tordeux, Cécile Appert-Rolland, Alexandre Nicolas, Armin Seyfried, Denis Ullmo

专题命中 AI治理与伦理 ：safety(abstract)

Comments 20 pages, 6 figures

From Semantics, Scene to Instance-awareness: Distilling Foundation Model for Grounded Open-vocabulary Situation Recognition

Chen Cai, Tianyi Liu, Jianjun Gao, Wenyang Liu, Kejun Wu, Ruoyu Wang, Yi Wang, Soo Chin Liew

机构 * National University of Singapore（新加坡国立大学） ； Nanyang Technological University（南洋理工大学） ； Huazhong University of Science and Technology（华中科技大学） ； The Hong Kong Polytechnic University（香港理工大学） 纠错

专题命中 AI治理与伦理 ：alignment(abstract)

Investigating Prosocial Behavior Theory in LLM Agents under Policy-Induced Inequities

Yujia Zhou, Hexi Wang, Qingyao Ai, Zhen Wu, Yiqun Liu

专题命中 AI治理与伦理 ：alignment(abstract)

Comments Accepted by AAAI2026

Surgical Scene Understanding in the Era of Foundation AI Models: A Comprehensive Review

Ufaq Khan, Umair Nawaz, Adnan Qayyum, Shazad Ashraf, Yutong Xie, Muhammad Haris Khan, Muhammad Bilal, Junaid Qadir

机构 * MBZ University of AI（MBZ人工智能大学） ； Hamad Bin Khalifa University（哈马德·本·卡西姆大学） ； Birmingham City University（伯明翰城市大学） ； Qatar University（卡塔尔大学） ； University Hospitals Birmingham and University of Birmingham（伯明翰大学医院和伯明翰大学） 纠错

专题命中 AI治理与伦理 ：alignment(abstract)

Gen AI in Automotive: Applications, Challenges, and Opportunities with a Case study on In-Vehicle Experience

Chaitanya Shinde, Divya Garikapati

专题命中 AI治理与伦理 ：safety(abstract)

Knowledge Prompting: How Knowledge Engineers Use Large Language Models

Elisavet Koutsiana, Johanna Walker, Michelle Nwachukwu, Bohui Zhang, Albert Meroño-Peñuela, Elena Simperl

专题命中 AI治理与伦理 ：trustworthy(abstract)

Vibe Coding: Toward an AI-Native Paradigm for Semantic and Intent-Driven Programming

Vinay Bamil

专题命中 AI治理与伦理 ：alignment(abstract)

Comments 10 pages, 1 figure, 2 tables

Design Framework for Conversational Agent in Couple relationships: A Systematic Review

Soyoung Jung, Sung Park

专题命中 AI治理与伦理 ：safety(abstract)

Learnable Item Tokenization for Generative Recommendation

Wenjie Wang, Honghui Bao, Xinyu Lin, Jizhi Zhang, Yongqi Li, Fuli Feng, See-Kiong Ng, Tat-Seng Chua

专题命中 AI治理与伦理 ：alignment(abstract)

Comments Accepted by CIKM 2024

Sentiment and Social Signals in the Climate Crisis: A Survey on Analyzing Social Media Responses to Extreme Weather Events

Pouya Shaeri, Yasaman Mohammadpour, Alimohammad Beigi, Ariane Middel

专题命中 AI治理与伦理 ：alignment(abstract)

Comments Accepted and Published in SBP-BRiMS 2025. 18th International Conference on Social Computing, Behavioral-Cultural Modeling & Prediction and Behavior Representation in Modeling and Simulation

Artificial Intelligence in Port Logistics: A Bibliometric Analysis of Technological Integration and Research Dynamics

Abdelhafid Khazzar, Yassine Sekaki, Yasser Lachhab, Said El-marzouki

专题命中 AI治理与伦理 ：safety(abstract)

"Grillz on a hijabi": Intersectional Identities in Fostering Critical AI Literacy

Jaemarie Solyst, Chloe Fong, Faisal Nurdin, Rotem Landesman, R. Benjamin Shapiro

专题命中 AI治理与伦理 ：safety(abstract)

Inducing State Anxiety in LLM Agents Reproduces Human-Like Biases in Consumer Decision-Making

Ziv Ben-Zion, Zohar Elyoseph, Tobias Spiller, Teddy Lazebnik

专题命中 AI治理与伦理 ：safety(abstract)

Comments Manuscript Main Text - 20 pages, including 3 Figures and 1 Table. Supplementary Materials - 10 pages, including 4 Supplemental Tables

Distributed MPC-based Coordination of Traffic Perimeter and Signal Control: A Lexicographic Optimization Approach

Viet Hoang Pham, Hyo-Sung Ahn

专题命中 AI治理与伦理 ：safety(abstract)

Self-Supervised Anatomical Consistency Learning for Vision-Grounded Medical Report Generation

Longzhen Yang, Zhangkai Ni, Ying Wen, Yihang Liu, Lianghua He, Heng Tao Shen

机构 * Tongji University（同济大学） ； East China Normal University（华东师范大学） ； Shanghai Eye Disease Prevention and Treatment Center（上海眼病防治中心） 纠错

专题命中 AI治理与伦理 ：alignment(abstract)

Desiderata for a biomedical knowledge network: opportunities, challenges and future Directions

Chunlei Wu, Hongfang Liu, Jason Flannick, Mark A. Musen, Andrew I. Su, Lawrence Hunter, Thomas M. Powers, Cathy H. Wu

专题命中 AI治理与伦理 ：trustworthy(abstract)

Comments 6 pages, 2 figures

Sovereign AI for 6G: Towards the Future of AI-Native Networks

Swarna Bindu Chetty, David Grace, Simon Saunders, Paul Harris, Eirini Eleni Tsiropoulou, Tony Quek, Hamed Ahmadi

专题命中 AI治理与伦理 ：safety(abstract)

Bias-Adjusted LLM Agents for Human-Like Decision-Making via Behavioral Economics

Ayato Kitadai, Yusuke Fukasawa, Nariaki Nishino

专题命中 AI治理与伦理 ：alignment(abstract)

Comments 8 pages, 4 figures

Artificial Emotion: A Survey of Theories and Debates on Realising Emotion in Artificial Intelligence

Yupei Li, Qiyang Sun, Michelle Schlicher, Yee Wen Lim, Björn W. Schuller

专题命中 AI治理与伦理 ：safety(abstract)

A Methodological Framework and Questionnaire for Investigating Perceived Algorithmic Fairness

Ahmed Abdal Shafi Rasel, Ahmed Mustafa Amlan, Tasmim Shajahan Mim, Tanvir Hasan

专题命中 AI治理与伦理 ：trustworthy(abstract)

Comments 34 pages, Submitted for review

Enhanced Velocity-Adaptive Scheme: Joint Fair Access and Age of Information Optimization in Vehicular Networks

Xiao Xu, Qiong Wu, Pingyi Fan, Kezhi Wang, Nan Cheng, Wen Chen, Khaled B. Letaief

专题命中 AI治理与伦理 ：safety(abstract)

Comments This paper has been submitted to IEEE TMC

Bias, Accuracy, and Trust: Gender-Diverse Perspectives on Large Language Models

Aimen Gaba, Emily Wall, Tejas Ramkumar Babu, Yuriy Brun, Kyle Hall, Cindy Xiong Bearfield

专题命中 AI治理与伦理 ：trustworthy(abstract)

What Shapes User Trust in ChatGPT? A Mixed-Methods Study of User Attributes, Trust Dimensions, Task Context, and Societal Perceptions among University Students

Kadija Bouyzourn, Alexandra Birch

专题命中 AI治理与伦理 ：alignment(abstract)

Comments 25 pages, 11 tables, 6 figures

Simulating User Watch-Time to Investigate Bias in YouTube Shorts Recommendations

Selimhan Dagtas, Mert Can Cakmak, Nitin Agarwal

专题命中 AI治理与伦理 ：alignment(abstract)

Agentic AI in Product Management: A Co-Evolutionary Model

Nishant A. Parikh

专题命中 AI治理与伦理 ：alignment(abstract)

Comments 41 pages, 2 figures

Beyond Diagnostic Performance: Revealing and Quantifying Ethical Risks in Pathology Foundation Models

Weiping Lin, Shen Liu, Runchen Zhu, Yixuan Lin, Baoshun Wang, Liansheng Wang

专题命中 AI治理与伦理 ：trustworthy(abstract)

Comments 33 pages,5 figure,23 tables

Emergent collective dynamics from motile photokinetic organisms

J. Morales, P. Munoz, D. Noto, H. N Ulloa, F. Guzman-Lastra

专题命中 AI治理与伦理 ：alignment(abstract)

Comments 11 pages 5 Figures

Technical Options for Flexible Hardware-Enabled Guarantees

James Petrie, Onni Aarne

专题命中 AI治理与伦理 ：safety(abstract)