语言大模型 / LLM

Generating Streamlining Constraints with Large Language Models

Florentina Voboril, Vaidyanathan Peruvemba Ramaswamy, Stefan Szeider

机构 * Algorithms and Complexity Group TU Wien（算法与复杂性组维也纳技术大学） 纠错

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI、cs.LG

Comments 23 page; deeper analysis of streamliners and statistics about benchmark instances added

Journal ref F. Voboril, V. P. Ramaswamy, S. Szeider, Generating Streamlining Constraints with Large Language Models, Journal of Artificial Intelligence Research, volume 84, pages 16:1-16:19, 2025

Signature vs. Substance: Evaluating the Balance of Adversarial Resistance and Linguistic Quality in Watermarking Large Language Models

William Guo, Adaku Uchendu, Ana Smith

机构 * IMSA ； MIT Lincoln Laboratory（麻省理工学院林肯实验室） 纠错

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

Mitigating Label Length Bias in Large Language Models

Mario Sanz-Guerrero, Katharina von der Wense

机构 * Johannes Gutenberg University Mainz（法兰克福-马因茨约翰内斯·古特门大学） ； University of Colorado Boulder（科罗拉多大学博尔德分校） 纠错

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

Comments Accepted to AACL 2025 (Main)

HFL-FlowLLM: Large Language Models for Network Traffic Flow Classification in Heterogeneous Federated Learning

Jiazhuo Tian, Yachao Yuan

机构 * School of Future Science and Engineering（未来科学与工程学院） 纠错

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI

ArtiWorld: LLM-Driven Articulation of 3D Objects in Scenes

Yixuan Yang, Luyang Xie, Zhen Luo, Zixiang Zhao, Tongsheng Ding, Mingqi Gao, Feng Zheng

机构 * SUSTech（四川大学） ； SII ； ETH Zürich（苏黎世联邦理工学院） ； Spatialtemporal AI（时空人工智能） 纠错

专题命中 其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Visionary Co-Driver: Enhancing Driver Perception of Potential Risks with LLM and HUD

Wei Xiang, Ziyue Lei, Jie Wang, Yingying Huang, Qi Zheng, Tianyi Zhang, An Zhao, Lingyun Sun

专题命中 其他LLM ：LLM(title)；large language model(abstract)；language model(abstract)

Comments Accepted for publication in IEEE Transactions on Intelligent Transportation Systems (T-ITS)

OG-VLA: Orthographic Image Generation for 3D-Aware Vision-Language Action Model

Ishika Singh, Ankit Goyal, Stan Birchfield, Dieter Fox, Animesh Garg, Valts Blukis

机构 * University of Southern California（美国南加州大学） ； NVIDIA（英伟达） 纠错

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；foundation model(abstract)

Comments 13 pages

DepthVision: Enabling Robust Vision-Language Models with GAN-Based LiDAR-to-RGB Synthesis for Autonomous Driving

Sven Kirchner, Nils Purschke, Ross Greer, Alois C. Knoll

机构 * Chair of Robotics, Artificial Intelligence and Real-time Systems, Technical University of Munich（机器人学、人工智能与实时系统教授会，慕尼黑技术大学） ； Computer Science and Engineering Department, University of California Merced（计算机科学与工程系，加州大学默塞德分校） 纠错

专题命中 其他LLM ：language model(title,abstract)；分类 cs.AI

MAVias: Mitigate any Visual Bias

Ioannis Sarridis, Christos Koutlis, Symeon Papadopoulos, Christos Diou

机构 * Information Technologies Institute, CERTH（信息科技研究所，CERTH） ； Department of Informatics and Telematics（信息与电信系） ； Harokopio University of Athens（雅典哈罗科皮奥大学） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；foundation model(abstract)

IntelliProof: An Argumentation Network-based Conversational Helper for Organized Reflection

Kaveh Eskandari Miandoab, Katharine Kowalyshyn, Kabir Pamnani, Anesu Gavhera, Vasanth Sarathy, Matthias Scheutz

专题命中 其他LLM ：LLM(abstract)；分类 cs.CL

Comments Accepted for the 40th Annual AAAI Conference on Artificial Intelligence (2026) - Demonstration Track

Segmentation-Aware Latent Diffusion for Satellite Image Super-Resolution: Enabling Smallholder Farm Boundary Delineation

Aditi Agarwal, Anjali Jain, Nikita Saxena, Ishan Deshpande, Michal Kazmierski, Abigail Annkah, Nadav Sherman, Karthikeyan Shanmugam, Alok Talekar, Vaibhav Rajan

机构 * Google DeepMind（谷歌DeepMind） ； Google（谷歌） ； Google Research（谷歌研究） 纠错

专题命中 其他LLM ：foundation model(abstract)

Step by Step Network

Dongchen Han, Tianzhu Ye, Zhuofan Xia, Kaiyi Chen, Yulin Wang, Hanting Chen, Gao Huang

机构 * Tsinghua University（清华大学） ； Huawei Noah’s Ark Lab（华为诺亚实验室） 纠错

专题命中 其他LLM ：language model(abstract)

SMGeo: Cross-View Object Geo-Localization with Grid-Level Mixture-of-Experts

Fan Zhang, Haoyuan Ren, Fei Ma, Qiang Yin, Yongsheng Zhou

机构 * School of Information Science and Technology（信息科学与技术学院） ； Interdisciplinary Research Center for Artificial Intelligence（人工智能交叉研究中心） ； Beijing University of Chemical Technology（北京化工大学） 纠错

专题命中 其他LLM ：prompting(abstract)

TalkSketch: Multimodal Generative AI for Real-time Sketch Ideation with Speech

Weiyan Shi, Sunaya Upadhyay, Geraldine Quek, Kenny Tsu Wei Choo

机构 * Singapore University of Technology and Design（新加坡科技设计大学） ； Carnegie Mellon University（卡内基梅隆大学） 纠错

专题命中 其他LLM ：prompting(abstract)

Comments Accepted at AAAI 2026 Workshop on Creative AI for Live Interactive Performances (CLIP). To be published in Springer CCIS series