大模型对齐与安全

Statistical Coherence Alignment for Large Language Model Representation Learning Through Tensor Field Convergence

Jonathan Gale, Godfrey Aldington, Harriet Thistlewood, Thomas Tattershall, Basil Wentworth, Vincent Enoasmo

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

Comments arXiv admin note: This paper has been withdrawn by arXiv due to disputed and unverifiable authorship

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

Fusing Cross-Domain Knowledge from Multimodal Data to Solve Problems in the Physical World

Yu Zheng

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

Contextual Reinforcement in Multimodal Token Compression for Large Language Models

Naderdel Piero, Zacharias Cromwell, Nathaniel Wainwright, Matthias Nethercott

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Comments arXiv admin note: This paper has been withdrawn by arXiv due to disputed and unverifiable authorship

Few-Shot Prompting for Extractive Quranic QA with Instruction-Tuned LLMs

Mohamed Basem, Islam Oshallah, Ali Hamdi, Ammar Mohammed

机构 * Faculty of Computer Science MSA University Giza, Egypt（计算机科学学院 MSA大学 埃及吉扎） ； Faculty of Computer Science MSA University Egypt（计算机科学学院 MSA大学 埃及） 纠错

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

Comments 6 pages , 2 figures , Accepted in IMSA 2025,Egypt , https://imsa.msa.edu.eg/

HASD: Hierarchical Adaption for pathology Slide-level Domain-shift

Jingsong Liu, Han Li, Chen Yang, Michael Deutges, Ario Sadafi, Xin You, Katharina Breininger, Nassir Navab, Peter J. Schüffler

机构 * Institute of Pathology, Technical University of Munich, TUM School of Medicine and Health（病理研究所，慕尼黑技术大学，TUM医学院和健康学院） ； Computer Aided Medical Procedures (CAMP), TU Munich（计算机辅助医疗程序（CAMP），慕尼黑技术大学） ； Munich Center for Machine Learning (MCML)（慕尼黑机器学习中心（MCML）） ； Institute of AI for Health, Computational Health Center, Helmholtz Munich（健康人工智能研究所，计算健康中心，海德堡慕尼黑） ； Center for AI and Data Science (CAIDAS), Julius-Maximilians-Universität Würzburg（人工智能与数据科学中心（CAIDAS），维尔茨堡约纳斯-马克斯-迈克尔-大学） 纠错

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

Comments Accepted by MICCAI 2025

Learning to Match Unpaired Data with Minimum Entropy Coupling

Mustapha Bounoua, Giulio Franzese, Pietro Michiardi

机构 * Department of Data Science, EURECOM, France（数据科学系，EURECOM，法国） 纠错

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

Gradient-Regularized Latent Space Modulation in Large Language Models for Structured Contextual Synthesis

Derek Yotheringhay, Beatrix Nightingale, Maximilian Featherstone, Edmund Worthington, Hugo Ashdown

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

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

Contextual Morphogenesis in Large Language Models: A Novel Approach to Self-Organizing Token Representations

Alistair Dombrowski, Beatrix Engelhardt, Dimitri Fairbrother, Henry Evidail

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

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

Structural Embedding Projection for Contextual Large Language Model Inference

Vincent Enoasmo, Cedric Featherstonehaugh, Xavier Konstantinopoulos, Zacharias Huntington

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

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

Improving Table Retrieval with Question Generation from Partial Tables

Hsing-Ping Liang, Che-Wei Chang, Yao-Chung Fan

专题命中 其他安全 ：alignment(abstract)

Comments TRL@ACL2025

TruckV2X: A Truck-Centered Perception Dataset

Tenghui Xie, Zhiying Song, Fuxi Wen, Jun Li, Guangzhao Liu, Zijian Zhao

专题命中 其他安全 ：safety(abstract)

Journal ref IEEE Robotics and Automation Letters, vol. 10, no. 9, pp. 9312-9319, 2025