大模型对齐与安全

Evaluating Multilingual and Code-Switched Alignment in LLMs via Synthetic Natural Language Inference

Samir Abdaljalil, Erchin Serpedin, Khalid Qaraqe, Hasan Kurban

机构 * Texas A\&M University, College Station, TX., USA（德克萨斯大学） ； Hamad Bin Khalifa University, Doha, Qatar（哈马德·本·卡伊夫大学） 纠错

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

Comments Under review

CaTE Data Curation for Trustworthy AI

Mary Versa Clemens-Sewall, Christopher Cervantes, Emma Rafkin, J. Neil Otte, Tom Magelinski, Libby Lewis, Michelle Liu, Dana Udwin, Monique Kirkman-Bey

专题命中 安全评测 ：trustworthy(title,abstract)；分类 cs.LG

Generative AI in K-12 Education: The CyberScholar Initiative

Vania Castro, Ana Karina de Oliveira Nascimento, Raigul Zheldibayeva, Duane Searsmith, Akash Saini, Bill Cope, Mary Kalantzis

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

Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration

Peilin Ji, Xiao Xue, Simeng Wang, Wenhao Yan

机构 * College of Intelligence and Computing（智能与计算学院） 纠错

专题命中 安全评测 ：safety(abstract)；分类 cs.AI

Comments 17 pages including appendix, 6 figures

Knowledge Graph-Infused Fine-Tuning for Structured Reasoning in Large Language Models

Wuyang Zhang, Yexin Tian, Xiandong Meng, Mengjie Wang, Junliang Du

专题命中 安全评测 ：alignment(abstract)；分类 cs.CL

Parallelly Tempered Generative Adversarial Nets: Toward Stabilized Gradients

Jinwon Sohn, Qifan Song

机构 * Booth School of Business, University of Chicago（芝加哥大学商学院） ； Department of Statistics, Purdue University（普渡大学统计学系） 纠错

专题命中 安全评测 ：trustworthy(abstract)；分类 cs.LG

VBench-2.0: Advancing Video Generation Benchmark Suite for Intrinsic Faithfulness

Dian Zheng, Ziqi Huang, Hongbo Liu, Kai Zou, Yinan He, Fan Zhang, Lulu Gu, Yuanhan Zhang, Jingwen He, Wei-Shi Zheng, Yu Qiao, Ziwei Liu

机构 * Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） ； S-Lab, Nanyang Technological University（南洋理工大学S实验室） ； Sun Yat-sen University（中山大学） ； The Chinese University of Hong Kong（香港中文大学） 纠错

专题命中 安全评测 ：alignment(abstract)

Comments Equal contributions from first two authors. Project page: https://vchitect.github.io/VBench-2.0-project/ Code: https://github.com/Vchitect/VBench

DuCos: Duality Constrained Depth Super-Resolution via Foundation Model

Zhiqiang Yan, Zhengxue Wang, Haoye Dong, Jun Li, Jian Yang, Gim Hee Lee

机构 * National University of Singapore（国立新加坡大学） ； Nanjing University of Science and Technology（南京理工大学） 纠错

专题命中 安全评测 ：alignment(abstract)

Comments ICCV 2025

Bench2ADVLM: A Closed-Loop Benchmark for Vision-language Models in Autonomous Driving

Tianyuan Zhang, Ting Jin, Lu Wang, Jiangfan Liu, Siyuan Liang, Mingchuan Zhang, Aishan Liu, Xianglong Liu

机构 * Beihang University（北航大学） ； Nanyang Technological University（南洋理工大学） ； Henan University of Science and Technology（河南科技大学） 纠错

专题命中 安全评测 ：safety(abstract)