大模型对齐与安全

Taxonomy of Comprehensive Safety for Clinical Agents

Jean Seo, Hyunkyung Lee, Gibaeg Kim, Wooseok Han, Jaehyo Yoo, Seungseop Lim, Kihun Shin, Eunho Yang

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

Comments EMNLP 2025 Industry

LoRA Users Beware: A Few Spurious Tokens Can Manipulate Your Finetuned Model

Marcel Mateos Salles, Praney Goyal, Pradyut Sekhsaria, Hai Huang, Randall Balestriero

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

Comments 46 pages, 17 figures, 26 tables. Submitted for publication. for associated blog post, see https://pradyut3501.github.io/lora-spur-corr/

ICL Optimized Fragility

Serena Gomez Wannaz

机构 * Serena Gomez Wannaz（独立研究者） 纠错

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

TextCAM: Explaining Class Activation Map with Text

Qiming Zhao, Xingjian Li, Xiaoyu Cao, Xiaolong Wu, Min Xu

机构 * Carnegie Mellon University（卡内基梅隆大学） 纠错

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

Imagining Alternatives: Towards High-Resolution 3D Counterfactual Medical Image Generation via Language Guidance

Mohamed Mohamed, Brennan Nichyporuk, Douglas L. Arnold, Tal Arbel

机构 * McGill University（麦吉尔大学） ； Mila – Quebec AI Institute（魁北克人工智能研究所） 纠错

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

Comments Accepted to the 2025 MICCAI ELAMI Workshop

Mitigating Domain Shift in Federated Learning via Intra- and Inter-Domain Prototypes

Huy Q. Le, Ye Lin Tun, Yu Qiao, Minh N. H. Nguyen, Keon Oh Kim, Eui-Nam Huh, Choong Seon Hong

机构 * Department of Computer Science and Engineering, School of Computing, Kyung Hee University（计算机科学与工程系，计算学院，庆熙大学） ； Department of Artificial Intelligence, School of Computing, Kyung Hee University（人工智能系，计算学院，庆熙大学） ； Digital Science and Technology Institute, The University of Danang—Vietnam-Korea University of Information and Communication Technology（数字科学与技术研究所，丹那大学—越南-韩国信息与通信技术大学） 纠错

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

Comments 10 pages, 8 figures, 6 tables

Grounded GUI Understanding for Vision-Based Spatial Intelligent Agent: Exemplified by Extended Reality Apps

Shuqing Li, Binchang Li, Yepang Liu, Cuiyun Gao, Jianping Zhang, Shing-Chi Cheung, Michael R. Lyu

机构 * The Chinese University of Hong Kong（香港中文大学） ； Harbin Institute of Technology（哈尔滨工业大学） ； Southern University of Science and Technology（南方科技大学） ； The Hong Kong University of Science and Technology（香港科学大学） 纠错

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

Physics-Informed Extreme Learning Machine (PIELM) for Tunnelling-Induced Soil-Pile Interactions

Fu-Chen Guo, Pei-Zhi Zhuang, Fei Ren, Hong-Ya Yue, He Yang

专题命中 其他安全 ：safety(abstract)；分类 cs.LG

PrimeX: A Dataset of Worldview, Opinion, and Explanation

Rik Koncel-Kedziorski, Brihi Joshi, Tim Paek

机构 * Apple（苹果公司） ； University of Southern California（南加州大学） 纠错

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

Comments EMNLP 2025 Main

DC-Gen: Post-Training Diffusion Acceleration with Deeply Compressed Latent Space

Wenkun He, Yuchao Gu, Junyu Chen, Dongyun Zou, Yujun Lin, Zhekai Zhang, Haocheng Xi, Muyang Li, Ligeng Zhu, Jincheng Yu, Junsong Chen, Enze Xie, Song Han, Han Cai

机构 * NVIDIA 纠错

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

Comments Tech Report. The first three authors contributed equally to this work

MPCA-based Domain Adaptation for Transfer Learning in Ultrasonic Guided Waves

Lucio Pinello, Francesco Cadini, Luca Lomazzi

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

LVLMs as inspectors: an agentic framework for category-level structural defect annotation

Sheng Jiang, Yuanmin Ning, Bingxi Huang, Peiyin Chen, Zhaohui Chen

专题命中 其他安全 ：safety(abstract)

ATAS: Any-to-Any Self-Distillation for Enhanced Open-Vocabulary Dense Prediction

Juan Yeo, Soonwoo Cha, Jiwoo Song, Hyunbin Jin, Taesup Kim

专题命中 其他安全 ：alignment(abstract)

Comments Accepted at ICCV25