大模型对齐与安全

Pre-Manipulation Alignment Prediction with Parallel Deep State-Space and Transformer Models

Motonari Kambara, Komei Sugiura

机构 * Keio University（keio大学） 纠错

专题命中 其他安全 ：alignment(title,abstract)

Comments Published in Advanced Robotics

Polynomial-Time Approximation Schemes via Utility Alignment: Unit-Demand Pricing and More

Robin Bowers, Marius Garbea, Emmanouil Pountourakis, Samuel Taggart

专题命中 其他安全 ：alignment(title,abstract)

Comments To appear in FOCS 2025

SEA: Supervised Embedding Alignment for Token-Level Visual-Textual Integration in MLLMs

Yuanyang Yin, Yaqi Zhao, Yajie Zhang, Yuanxing Zhang, Ke Lin, Jiahao Wang, Xin Tao, Pengfei Wan, Wentao Zhang, Feng Zhao

机构 * University of Science and Technology of China（中国科学技术大学） ； Peking University（北京大学） ； Kuaishou Technology（快手科技） 纠错

专题命中 其他安全 ：alignment(title,abstract)

Preventing Inactive CBF Safety Filters Caused by Invalid Relative Degree Assumptions

Lukas Brunke, Siqi Zhou, Angela P. Schoellig

专题命中 其他安全 ：safety(title,abstract)

Comments 8 pages, 4 figures, accepted for publication in the IEEE Transactions on Automatic Control

Self-supervised large-scale kidney abnormality detection in drug safety assessment studies

Ivan Slootweg, Natalia P. García-De-La-Puente, Geert Litjens, Salma Dammak

机构 * Department of Pathology, Radboud University Medical Center（拉德堡德大学医学中心病理科部） ； Instituto Universitario de Investigación en Tecnología Centrada en el Ser Humano, Universitat Politècnica de València（人类中心技术大学研究机构，巴塞罗那理工大学） 纠错

专题命中 其他安全 ：safety(title,abstract)

On the possibility of deep alignment

Alex B. Kiefer

专题命中 其他安全 ：alignment(title,abstract)

Decoupled Global-Local Alignment for Improving Compositional Understanding

Xiaoxing Hu, Kaicheng Yang, Jun Wang, Haoran Xu, Ziyong Feng, Yupei Wang

机构 * Beijing Institute of Technology（北京理工大学） ； Zhejiang University（浙江大学） 纠错

专题命中 其他安全 ：alignment(title,abstract)

Comments ACMMM 2025

Online Safety under Multiple Constraints and Input Bounds using gatekeeper: Theory and Applications

Devansh R. Agrawal, Dimitra Panagou

机构 * Robotics Department, University of Michigan（密歇根大学机器人系） 纠错

专题命中 其他安全 ：safety(title,abstract)

Comments 6 pages, 2 figures. Accepted for publication in IEEE L-CSS 2025

Automatic Semantic Alignment of Flow Pattern Representations for Exploration with Large Language Models

Weihan Zhang, Jun Tao

专题命中 其他安全 ：alignment(title,abstract)

Comments Accepted by IEEE VIS 2025

Enhancing Zero-Shot Brain Tumor Subtype Classification via Fine-Grained Patch-Text Alignment

Lubin Gan, Jing Zhang, Linhao Qu, Yijun Wang, Siying Wu, Xiaoyan Sun

机构 * University of Science and Technology of China（科学技术大学） ； Fudan University（复旦大学） 纠错

专题命中 其他安全 ：alignment(title,abstract)

ViseGPT: Towards Better Alignment of LLM-generated Data Wrangling Scripts and User Prompts

Jiajun Zhu, Xinyu Cheng, Zhongsu Luo, Yunfan Zhou, Xinhuan Shu, Di Weng, Yingcai Wu

专题命中 其他安全 ：alignment(title,abstract)

Comments Accepted at Annual ACM Symposium on User Interface Software and Technology (UIST'25), September 28-October 1, 2025, Busan, Republic of Korea

Optimizing Vision-Language Consistency via Cross-Layer Regional Attention Alignment

Yifan Wang, Hongfeng Ai, Quangao Liu, Maowei Jiang, Ruiyuan Kang, Ruiqi Li, Jiahua Dong, Mengting Xiao, Cheng Jiang, Chenzhong Li

机构 * School of Medicine, The Chinese University of Hong Kong, Shenzhen（香港中文大学（深圳）医学院） ； Shenyang Institute of Automation, Chinese Academy of Sciences（中国科学院沈阳自动化研究所） ； Shenzhen International Graduate School, Tsinghua University（清华大学深圳国际研究生院） ； Wave and Machine Intelligence Department, Technology Innovation Institute（技术创新研究院波浪与机器智能部门） ； University of the Chinese Academy of Sciences（中国科学院大学） ； McGill University（麦吉尔大学） 纠错

专题命中 其他安全 ：alignment(title,abstract)

Comments 10 pages

Assessing Social Alignment: Do Personality-Prompted Large Language Models Behave Like Humans?

Ivan Zakazov, Mikolaj Boronski, Lorenzo Drudi, Robert West

机构 * EPFL（苏黎世联邦理工学院） 纠错

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

Comments Accepted to NeurIPS 2024 Workshop on Behavioral Machine Learning

Green Wave as an Integral Part for the Optimization of Traffic Efficiency and Safety: A Survey

Kranthi Kumar Talluri, Christopher Stang, Galia Weidl

专题命中 其他安全 ：safety(title,abstract)

Minimum Clustering of Matrices Based on Phase Alignment

Honghao Wu, Kemi Ding, Li Qiu

专题命中 其他安全 ：alignment(title,abstract)

Comments This work has been received by CDC2025

Internal Value Alignment in Large Language Models through Controlled Value Vector Activation

Haoran Jin, Meng Li, Xiting Wang, Zhihao Xu, Minlie Huang, Yantao Jia, Defu Lian

机构 * University of Science and Technology of China（中国科学技术大学） ； State Key Laboratory of Cognitive Intelligence（认知智能国家重点实验室） ； Gaoling School of Artificial Intelligence（光明人工智能学院） ； Renmin University of China（中国人民大学） ； Beijing Key Laboratory of Research on Large Models and Intelligent Governance（北京大型模型与智能治理重点实验室） ； Engineering Research Center of Next-Generation Intelligent Search and Recommendation, MOE（下一代智能搜索与推荐工程技术研究中心） ； Tsinghua University（清华大学） ； Huawei Technologies Co. Ltd（华为技术有限公司） 纠错

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

Comments 25 pages, 14 figures. Accepted by ACL 2025 (main conference)

Aligned Query Expansion: Efficient Query Expansion for Information Retrieval through LLM Alignment

Adam Yang, Gustavo Penha, Enrico Palumbo, Hugues Bouchard

专题命中 其他安全 ：alignment(title,abstract)

Bridge Feature Matching and Cross-Modal Alignment with Mutual-filtering for Zero-shot Anomaly Detection

Yuhu Bai, Jiangning Zhang, Yunkang Cao, Guangyuan Lu, Qingdong He, Xiangtai Li, Guanzhong Tian

机构 * Zhejiang University（浙江大学） ； YouTu Lab, Tencent（腾讯YouTu实验室） ； Huazhong University of Science and Technology（华中科技大学） ； Peking University（北京大学） 纠错

专题命中 其他安全 ：alignment(title,abstract)

Towards Fine-Grained Adaptation of CLIP via a Self-Trained Alignment Score

Eman Ali, Sathira Silva, Chetan Arora, Muhammad Haris Khan

机构 * Mohamed Bin Zayed University of Artificial Intelligence（莫莫德·本·扎耶德人工智能大学） ； IIT Delhi（德里印度理工学院） ； Alexandria University（亚历山大大学） 纠错

专题命中 其他安全 ：alignment(title,abstract)

Learnable Retrieval Enhanced Visual-Text Alignment and Fusion for Radiology Report Generation

Qin Zhou, Guoyan Liang, Xindi Li, Jingyuan Chen, Wang Zhe, Chang Yao, Sai Wu

专题命中 其他安全 ：alignment(title,abstract)

Comments 10 pages,3 figures, conference

Hierarchical Feature Alignment for Gloss-Free Sign Language Translation

Sobhan Asasi, Mohamed Ilyes Lakhal, Richard Bowden

机构 * University of Surrey（塞弗里大学） 纠错

专题命中 其他安全 ：alignment(title,abstract)

Comments Accepted in SLTAT

Alignment between Brains and AI: Evidence for Convergent Evolution across Modalities, Scales and Training Trajectories

Guobin Shen, Dongcheng Zhao, Yiting Dong, Qian Zhang, Yi Zeng

专题命中 其他安全 ：alignment(title,abstract)

Task-Adapter++: Task-specific Adaptation with Order-aware Alignment for Few-shot Action Recognition

Congqi Cao, Peiheng Han, Yueran zhang, Yating Yu, Qinyi Lv, Lingtong Min, Yanning zhang

机构 * School of Computer Science, Northwestern Polytechnical University（计算机科学学院，西北工业大学） ； School of Electronics and Information, Northwestern Polytechnical University（电子与信息学院，西北工业大学） 纠错

专题命中 其他安全 ：alignment(title,abstract)

Comments extended work of Task-Adapter

Assessing the Influence of Pavement Performance on Road Safety Through Crash Frequency and Severity Analysis

Prathyush Kumar Reddy Lebaku, Lu Gao, Jingran Sun, Xingju Wang, Xuejian Kang

专题命中 其他安全 ：safety(title,abstract)

Comments in press

Journal ref International Journal of Pavement Research and Technology (2025)

Remote Sensing Large Vision-Language Model: Semantic-augmented Multi-level Alignment and Semantic-aware Expert Modeling

Sungjune Park, Yeongyun Kim, Se Yeon Kim, Yong Man Ro

机构 * Integrated Vision and Language Lab., School of Electrical Engineering, Korea Advanced Institute of Science and Technology (KAIST)（整合视觉与语言实验室，电气工程学院，韩国科学技术院（KAIST）） 纠错

专题命中 其他安全 ：alignment(title,abstract)

Comments 13 pages including reference pages, 7 tables, and 6 figures

Cross-sensor self-supervised training and alignment for remote sensing

Valerio Marsocci, Nicolas Audebert

专题命中 其他安全 ：alignment(title,abstract)

Journal ref IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2025, 18, pp.12278-12289

DangerMaps: Personalized Safety Advice for Travel in Urban Environments using a Retrieval-Augmented Language Model

Jonas Oppenlaender

专题命中 其他安全 ：safety(title,abstract)

Comments 14 pages, 3 figures, 1 table

Non-Uniform Spatial Alignment Errors in sUAS Imagery From Wide-Area Disasters

Thomas Manzini, Priyankari Perali, Raisa Karnik, Mihir Godbole, Hasnat Abdullah, Robin Murphy

专题命中 其他安全 ：alignment(title,abstract)

Comments 6 pages, 4 figures

TESU-LLM: Training Speech-LLMs Without Speech via Unified Encoder Alignment

Taesoo Kim, Jong Hwan Ko

机构 * KT Corporation（KT公司） ； Department of Electrical and Computer Engineering（电气与计算机工程系） ； Sungkyunkwan University（成均馆大学） 纠错

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

Language-Image Alignment with Fixed Text Encoders

Jingfeng Yang, Ziyang Wu, Yue Zhao, Yi Ma

机构 * UC Berkeley（伯克利大学） ； The University of Hong Kong（香港大学） 纠错

专题命中 其他安全 ：alignment(title,abstract)