大模型对齐与安全

Do Large Language Models Mirror Cognitive Language Processing?

Yuqi Ren, Renren Jin, Tongxuan Zhang, Deyi Xiong

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

A Novel Task-Driven Method with Evolvable Interactive Agents Using Event Trees for Enhanced Emergency Decision Support

Xingyu Xiao, Peng Chen, Ben Qi, Jingang Liang, Jiejuan Tong, Haitao Wang

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

MinMo: A Multimodal Large Language Model for Seamless Voice Interaction

Qian Chen, Yafeng Chen, Yanni Chen, Mengzhe Chen, Yingda Chen, Chong Deng, Zhihao Du, Ruize Gao, Changfeng Gao, Zhifu Gao, Yabin Li, Xiang Lv, Jiaqing Liu, Haoneng Luo, Bin Ma, Chongjia Ni, Xian Shi, Jialong Tang, Hui Wang, Hao Wang, Wen Wang, Yuxuan Wang, Yunlan Xu, Fan Yu, Zhijie Yan, Yexin Yang, Baosong Yang, Xian Yang, Guanrou Yang, Tianyu Zhao, Qinglin Zhang, Shiliang Zhang, Nan Zhao, Pei Zhang, Chong Zhang, Jinren Zhou

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

Comments Work in progress. Authors are listed in alphabetical order by family name

A Text-Based Knowledge-Embedded Soft Sensing Modeling Approach for General Industrial Process Tasks Based on Large Language Model

Shuo Tong, Han Liu, Runyuan Guo, Xueqiong Tian, Wenqing Wang, Ding Liu, Youmin Zhang

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

How to Bridge the Gap between Modalities: Survey on Multimodal Large Language Model

Shezheng Song, Xiaopeng Li, Shasha Li, Shan Zhao, Jie Yu, Jun Ma, Xiaoguang Mao, Weimin Zhang

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

Comments Accepted by TKDE

Investigating the Impact of Data Selection Strategies on Language Model Performance

Jiayao Gu, Liting Chen, Yihong Li

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

Comments 7 pages, 1 figure

An Integrated Artificial Intelligence Operating System for Advanced Low-Altitude Aviation Applications

Minzhe Tan, Xinlin Fan, Jian He, Yi Hou, Zhan Liu, Yaopeng Jiang, Y. M. Jiang

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

OmniFlatten: An End-to-end GPT Model for Seamless Voice Conversation

Qinglin Zhang, Luyao Cheng, Chong Deng, Qian Chen, Wen Wang, Siqi Zheng, Jiaqing Liu, Hai Yu, Chaohong Tan, Zhihao Du, Shiliang Zhang

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

Comments Work in progress

Natural Language Fine-Tuning

Jia Liu, Yue Wang, Zhiqi Lin, Min Chen, Yixue Hao, Long Hu

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

ModelGrow: Continual Text-to-Video Pre-training with Model Expansion and Language Understanding Enhancement

Zhefan Rao, Liya Ji, Yazhou Xing, Runtao Liu, Zhaoyang Liu, Jiaxin Xie, Ziqiao Peng, Yingqing He, Qifeng Chen

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

Comments 18 pages

Sim911: Towards Effective and Equitable 9-1-1 Dispatcher Training with an LLM-Enabled Simulation

Zirong Chen, Elizabeth Chason, Noah Mladenovski, Erin Wilson, Kristin Mullen, Stephen Martini, Meiyi Ma

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

Baichuan-Omni Technical Report

Yadong Li, Haoze Sun, Mingan Lin, Tianpeng Li, Guosheng Dong, Tao Zhang, Bowen Ding, Wei Song, Zhenglin Cheng, Yuqi Huo, Song Chen, Xu Li, Da Pan, Shusen Zhang, Xin Wu, Zheng Liang, Jun Liu, Tao Zhang, Keer Lu, Yaqi Zhao, Yanjun Shen, Fan Yang, Kaicheng Yu, Tao Lin, Jianhua Xu, Zenan Zhou, Weipeng Chen

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

AgroXAI: Explainable AI-Driven Crop Recommendation System for Agriculture 4.0

Ozlem Turgut, Ibrahim Kok, Suat Ozdemir

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

Comments Accepted in 2024 IEEE International Conference on Big Data (IEEE BigData), 10 pages, 9 Figures, 5 Tables

Harnessing Event Sensory Data for Error Pattern Prediction in Vehicles: A Language Model Approach

Hugo Math, Rainer Lienhart, Robin Schön

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

Comments 10 pages, 8 figures, accepted to AAAI 2025

Generative Modeling and Data Augmentation for Power System Production Simulation

Linna Xu, Yongli Zhu

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

Comments This paper has been accepted by D3S3: Data-driven and Differentiable Simulations, Surrogates, and Solvers at NeurIPS 2024

InterPLM: Discovering Interpretable Features in Protein Language Models via Sparse Autoencoders

Elana Simon, James Zou

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

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning

Yuti Liu, Shice Liu, Junyuan Gao, Pengtao Jiang, Hao Zhang, Jinwei Chen, Bo Li

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

Comments Accepted by AAAI 2025

FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models

Tao Fan, Guoqiang Ma, Yan Kang, Hanlin Gu, Yuanfeng Song, Lixin Fan, Kai Chen, Qiang Yang

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

GraphMoRE: Mitigating Topological Heterogeneity via Mixture of Riemannian Experts

Zihao Guo, Qingyun Sun, Haonan Yuan, Xingcheng Fu, Min Zhou, Yisen Gao, Jianxin Li

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

Comments Accepted by the Main Technical Track of the 39th Annual AAAI Conference on Artificial Intelligence (AAAI-2025)

Exploring Large Language Models on Cross-Cultural Values in Connection with Training Methodology

Minsang Kim, Seungjun Baek

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

CompCap: Improving Multimodal Large Language Models with Composite Captions

Xiaohui Chen, Satya Narayan Shukla, Mahmoud Azab, Aashu Singh, Qifan Wang, David Yang, ShengYun Peng, Hanchao Yu, Shen Yan, Xuewen Zhang, Baosheng He

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

Reinforced Symbolic Learning with Logical Constraints for Predicting Turbine Blade Fatigue Life

Pei Li, Joo-Ho Choi, Dingyang Zhang, Shuyou Zhang, Yiming Zhang

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

Comments full-lenth article with 24 pages

Improving Tool Retrieval by Leveraging Large Language Models for Query Generation

Mohammad Kachuee, Sarthak Ahuja, Vaibhav Kumar, Puyang Xu, Xiaohu Liu

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

Journal ref COLING 2025

Multimodal Whole Slide Foundation Model for Pathology

Tong Ding, Sophia J. Wagner, Andrew H. Song, Richard J. Chen, Ming Y. Lu, Andrew Zhang, Anurag J. Vaidya, Guillaume Jaume, Muhammad Shaban, Ahrong Kim, Drew F. K. Williamson, Bowen Chen, Cristina Almagro-Perez, Paul Doucet, Sharifa Sahai, Chengkuan Chen, Daisuke Komura, Akihiro Kawabe, Shumpei Ishikawa, Georg Gerber, Tingying Peng, Long Phi Le, Faisal Mahmood

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

Comments The code is accessible at https://github.com/mahmoodlab/TITAN

Virtual Sensing-Enabled Digital Twin Framework for Real-Time Monitoring of Nuclear Systems Leveraging Deep Neural Operators

Raisa Bentay Hossain, Farid Ahmed, Kazuma Kobayashi, Seid Koric, Diab Abueidda, Syed Bahauddin Alam

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

Detecting broken Absorber Tubes in CSP plants using intelligent sampling and dual loss

Miguel Angel Pérez-Cutiño, Juan Sebastián Valverde, José Miguel Díaz-Báñez

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

Optimized Conformal Selection: Powerful Selective Inference After Conformity Score Optimization

Tian Bai, Ying Jin

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

GeoScatt-GNN: A Geometric Scattering Transform-Based Graph Neural Network Model for Ames Mutagenicity Prediction

Abdeljalil Zoubir, Badr Missaoui

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

Representation Tuning

Christopher M. Ackerman

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

Comments 10 pages, 7 figures, 6 tables

FTA generation using GenAI with an Autonomy sensor Usecase

Sneha Sudhir Shetiya, Divya Garikapati, Veeraja Sohoni

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