大模型对齐与安全

Diverse Prompts: Illuminating the Prompt Space of Large Language Models with MAP-Elites

Gabriel Machado Santos, Rita Maria da Silva Julia, Marcelo Zanchetta do Nascimento

机构 * Federal University of Uberlândia Computer Science Faculty（伯南布哥联邦大学计算机科学学院） 纠错

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

Comments 8 pages Accepted for publication in IEEE CEC 2025

Probing the Subtle Ideological Manipulation of Large Language Models

Demetris Paschalides, George Pallis, Marios D. Dikaiakos

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

Multi-agent Auto-Bidding with Latent Graph Diffusion Models

Dom Huh, Prasant Mohapatra

机构 * Department of Computer Science University of California, Davis（计算机科学系加州大学戴维斯分校） 纠错

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

Deep Active Learning in the Open World

Tian Xie, Jifan Zhang, Haoyue Bai, Robert Nowak

机构 * University of Wisconsin-Madison（威斯康星大学麦迪逊分校） 纠错

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

AI threats to national security can be countered through an incident regime

Alejandro Ortega

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

Multimodal Lego: Model Merging and Fine-Tuning Across Topologies and Modalities in Biomedicine

Konstantin Hemker, Nikola Simidjievski, Mateja Jamnik

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

The Use of Generative Artificial Intelligence for Upper Secondary Mathematics Education Through the Lens of Technology Acceptance

Mika Setälä, Ville Heilala, Pieta Sikström, Tommi Kärkkäinen

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

Comments Published in the Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing (SAC'25), March 31--April 4, 2025, Catania, Italy

Enhancing Multi-task Learning Capability of Medical Generalist Foundation Model via Image-centric Multi-annotation Data

Xun Zhu, Fanbin Mo, Zheng Zhang, Jiaxi Wang, Yiming Shi, Ming Wu, Chuang Zhang, Miao Li, Ji Wu

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

SPOT: Spatio-Temporal Pattern Mining and Optimization for Load Consolidation in Freight Transportation Networks

Sikai Cheng, Amira Hijazi, Jeren Konak, Alan Erera, Pascal Van Hentenryck

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

SAMGPT: Text-free Graph Foundation Model for Multi-domain Pre-training and Cross-domain Adaptation

Xingtong Yu, Zechuan Gong, Chang Zhou, Yuan Fang, Hui Zhang

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

Comments Accepted by WWW2025 Main Track

Exploring Cognitive Attributes in Financial Decision-Making

Mallika Mainali, Rosina O. Weber

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

Comments 7 pages, 2 figures. Presented in SIAM International Conference on Data Mining (SDM25) METACOG-25: 2nd Workshop on Metacognitive Prediction of AI Behavior

Constrained Machine Learning Through Hyperspherical Representation

Gaetano Signorelli, Michele Lombardi

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

CLIP meets DINO for Tuning Zero-Shot Classifier using Unlabeled Image Collections

Mohamed Fazli Imam, Rufael Fedaku Marew, Jameel Hassan, Mustansar Fiaz, Alham Fikri Aji, Hisham Cholakkal

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

Improving Mixed-Criticality Scheduling with Reinforcement Learning

Muhammad El-Mahdy, Nourhan Sakr, Rodrigo Carrasco

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

Comments This work was submitted to the 32nd International Conference on Real-Time Networks and Systems (RTNS) on June 8, 2024

Expertized Caption Auto-Enhancement for Video-Text Retrieval

Baoyao Yang, Junxiang Chen, Wanyun Li, Wenbin Yao, Yang Zhou

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

CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning

Peiyuan Liu, Hang Guo, Tao Dai, Naiqi Li, Jigang Bao, Xudong Ren, Yong Jiang, Shu-Tao Xia

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

Mixture-of-Personas Language Models for Population Simulation

Ngoc Bui, Hieu Trung Nguyen, Shantanu Kumar, Julian Theodore, Weikang Qiu, Viet Anh Nguyen, Rex Ying

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

Sensitivity Meets Sparsity: The Impact of Extremely Sparse Parameter Patterns on Theory-of-Mind of Large Language Models

Yuheng Wu, Wentao Guo, Zirui Liu, Heng Ji, Zhaozhuo Xu, Denghui Zhang

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

Learning Geometrically-Informed Lyapunov Functions with Deep Diffeomorphic RBF Networks

Samuel Tesfazgi, Leonhard Sprandl, Sandra Hirche

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

One Person, One Bot

Liat Lavi

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

Comments 12 pages

Mixture of Experts Made Personalized: Federated Prompt Learning for Vision-Language Models

Jun Luo, Chen Chen, Shandong Wu

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

Comments ICLR 2025

RedditESS: A Mental Health Social Support Interaction Dataset -- Understanding Effective Social Support to Refine AI-Driven Support Tools

Zeyad Alghamdi, Tharindu Kumarage, Garima Agrawal, Mansooreh Karami, Ibrahim Almuteb, Huan Liu

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

High-Dimension Human Value Representation in Large Language Models

Samuel Cahyawijaya, Delong Chen, Yejin Bang, Leila Khalatbari, Bryan Wilie, Ziwei Ji, Etsuko Ishii, Pascale Fung

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

Overcoming Vocabulary Mismatch: Vocabulary-agnostic Teacher Guided Language Modeling

Haebin Shin, Lei Ji, Xiao Liu, Yeyun Gong

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

Semantic Layered Embedding Diffusion in Large Language Models for Multi-Contextual Consistency

Irin Kabakum, Thomas Montgomery, Daniel Ravenwood, Genevieve Harrington

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

Comments arXiv admin note: This paper has been withdrawn by arXiv due to disputed and unverifiable authorship

RankCLIP: Ranking-Consistent Language-Image Pretraining

Yiming Zhang, Zhuokai Zhao, Zhaorun Chen, Zhili Feng, Zenghui Ding, Yining Sun

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

Comments Code and model checkpoints are available at https://github.com/Jam1ezhang/RankCLIP

A Roadmap Towards Improving Multi-Agent Reinforcement Learning With Causal Discovery And Inference

Giovanni Briglia, Stefano Mariani, Franco Zambonelli

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

Large Language Models are Zero-Shot Recognizers for Activities of Daily Living

Gabriele Civitarese, Michele Fiori, Priyankar Choudhary, Claudio Bettini

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

Comments Paper accepted for publication in the ACM Transactions on Intelligent Systems and Technology (TIST) journal

LLMs for Translation: Historical, Low-Resourced Languages and Contemporary AI Models

Merve Tekgurler

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

Comments Accepted to LaTeCH-CLfL 2025, held in conjunction with NAACL 2025

Valley: Video Assistant with Large Language model Enhanced abilitY

Ruipu Luo, Ziwang Zhao, Min Yang, Zheming Yang, Minghui Qiu, Tao Wang, Zhongyu Wei, Yanhao Wang, Cen Chen

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