AI Agent

Hypernym Mercury: Token Optimization Through Semantic Field Constriction And Reconstruction From Hypernyms. A New Text Compression Method

Chris Forrester, Octavia Sulea

专题命中 Agent评测 ：agentic(abstract)；分类 cs.CL

EMMOE: A Comprehensive Benchmark for Embodied Mobile Manipulation in Open Environments

Dongping Li, Tielong Cai, Tianci Tang, Wenhao Chai, Katherine Rose Driggs-Campbell, Gaoang Wang

机构 * Zhejiang University（浙江大学） ； University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） ； University of Washington（华盛顿大学） 纠错

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI

CellTypeAgent: Trustworthy cell type annotation with Large Language Models

Jiawen Chen, Jianghao Zhang, Huaxiu Yao, Yun Li

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI

Simulating Dynamic Tumor Contrast Enhancement in Breast MRI using Conditional Generative Adversarial Networks

Richard Osuala, Smriti Joshi, Apostolia Tsirikoglou, Lidia Garrucho, Walter H. L. Pinaya, Daniel M. Lang, Julia A. Schnabel, Oliver Diaz, Karim Lekadir

机构 * Barcelona Artificial Intelligence in Medicine Lab (BCN-AIM)（巴塞罗那人工智能医学实验室） ； Departament de Matemàtiques i Informàtica, Universitat de Barcelona（巴塞罗那大学数学与计算机科学系） ； Institute of Machine Learning in Biomedical Imaging, Helmholtz Munich（生物医学成像机器学习研究所，海德堡慕尼黑） ； School of Computation, Information and Technology, Technical University of Munich（慕尼黑技术大学计算、信息与技术学院） ； Department of Oncology-Pathology, Karolinska Institutet（卡罗林斯卡研究所肿瘤-病理学系） ； School of Biomedical Engineering & Imaging Sciences, King’s College London（伦敦国王学院生物医学工程与成像科学学院） 纠错

专题命中 Agent评测 ：agent(abstract)；分类 cs.LG

Bias or Optimality? Disentangling Bayesian Inference and Learning Biases in Human Decision-Making

Prakhar Godara

机构 * Department of Psychology（心理学系） 纠错

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI

Seed1.5-VL Technical Report

Dong Guo, Faming Wu, Feida Zhu, Fuxing Leng, Guang Shi, Haobin Chen, Haoqi Fan, Jian Wang, Jianyu Jiang, Jiawei Wang, Jingji Chen, Jingjia Huang, Kang Lei, Liping Yuan, Lishu Luo, Pengfei Liu, Qinghao Ye, Rui Qian, Shen Yan, Shixiong Zhao, Shuai Peng, Shuangye Li, Sihang Yuan, Sijin Wu, Tianheng Cheng, Weiwei Liu, Wenqian Wang, Xianhan Zeng, Xiao Liu, Xiaobo Qin, Xiaohan Ding, Xiaojun Xiao, Xiaoying Zhang, Xuanwei Zhang, Xuehan Xiong, Yanghua Peng, Yangrui Chen, Yanwei Li, Yanxu Hu, Yi Lin, Yiyuan Hu, Yiyuan Zhang, Youbin Wu, Yu Li, Yudong Liu, Yue Ling, Yujia Qin, Zanbo Wang, Zhiwu He, Aoxue Zhang, Bairen Yi, Bencheng Liao, Can Huang, Can Zhang, Chaorui Deng, Chaoyi Deng, Cheng Lin, Cheng Yuan, Chenggang Li, Chenhui Gou, Chenwei Lou, Chengzhi Wei, Chundian Liu, Chunyuan Li, Deyao Zhu, Donghong Zhong, Feng Li, Feng Zhang, Gang Wu, Guodong Li, Guohong Xiao, Haibin Lin, Haihua Yang, Haoming Wang, Heng Ji, Hongxiang Hao, Hui Shen, Huixia Li, Jiahao Li, Jialong Wu, Jianhua Zhu, Jianpeng Jiao, Jiashi Feng, Jiaze Chen, Jianhui Duan, Jihao Liu, Jin Zeng, Jingqun Tang, Jingyu Sun, Joya Chen, Jun Long, Junda Feng, Junfeng Zhan, Junjie Fang, Junting Lu, Kai Hua, Kai Liu, Kai Shen, Kaiyuan Zhang, Ke Shen, Ke Wang, Keyu Pan, Kun Zhang, Kunchang Li, Lanxin Li, Lei Li, Lei Shi, Li Han, Liang Xiang, Liangqiang Chen, Lin Chen, Lin Li, Lin Yan, Liying Chi, Longxiang Liu, Mengfei Du, Mingxuan Wang, Ningxin Pan, Peibin Chen, Pengfei Chen, Pengfei Wu, Qingqing Yuan, Qingyao Shuai, Qiuyan Tao, Renjie Zheng, Renrui Zhang, Ru Zhang, Rui Wang, Rui Yang, Rui Zhao, Shaoqiang Xu, Shihao Liang, Shipeng Yan, Shu Zhong, Shuaishuai Cao, Shuangzhi Wu, Shufan Liu, Shuhan Chang, Songhua Cai, Tenglong Ao, Tianhao Yang, Tingting Zhang, Wanjun Zhong, Wei Jia, Wei Weng, Weihao Yu, Wenhao Huang, Wenjia Zhu, Wenli Yang, Wenzhi Wang, Xiang Long, XiangRui Yin, Xiao Li, Xiaolei Zhu, Xiaoying Jia, Xijin Zhang, Xin Liu, Xinchen Zhang, Xinyu Yang, Xiongcai Luo, Xiuli Chen, Xuantong Zhong, Xuefeng Xiao, Xujing Li, Yan Wu, Yawei Wen, Yifan Du, Yihao Zhang, Yining Ye, Yonghui Wu, Yu Liu, Yu Yue, Yufeng Zhou, Yufeng Yuan, Yuhang Xu, Yuhong Yang, Yun Zhang, Yunhao Fang, Yuntao Li, Yurui Ren, Yuwen Xiong, Zehua Hong, Zehua Wang, Zewei Sun, Zeyu Wang, Zhao Cai, Zhaoyue Zha, Zhecheng An, Zhehui Zhao, Zhengzhuo Xu, Zhipeng Chen, Zhiyong Wu, Zhuofan Zheng, Zihao Wang, Zilong Huang, Ziyu Zhu, Zuquan Song

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI

Interpretable Learning Dynamics in Unsupervised Reinforcement Learning

Shashwat Pandey

机构 * Optimizer Department of Computer Science Arizona State University（计算机科学系优化器亚利桑那州立大学） 纠错

专题命中 Agent评测 ：agent(abstract)；分类 cs.LG

Learning Fair and Preferable Allocations through Neural Network

Ryota Maruo, Koh Takeuchi, Hisashi Kashima

机构 * Kyoto University（京都大学） 纠错

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI

AI-powered virtual eye: perspective, challenges and opportunities

Yue Wu, Yibo Guo, Yulong Yan, Jiancheng Yang, Xin Zhou, Ching-Yu Cheng, Danli Shi, Mingguang He

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI

Comments 30 Pages, 3 figures, 1 table

Mapping User Trust in Vision Language Models: Research Landscape, Challenges, and Prospects

Agnese Chiatti, Sara Bernardini, Lara Shibelski Godoy Piccolo, Viola Schiaffonati, Matteo Matteucci

机构 * Politecnico di Milano, Italy（米兰理工学院，意大利） ； University of Oxford, UK（牛津大学，英国） ； CODE University of Applied Sciences, Germany（德国应用科学大学） 纠错

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI

Bandit Max-Min Fair Allocation

Tsubasa Harada, Shinji Ito, Hanna Sumita

专题命中 Agent评测 ：agent(abstract)；分类 cs.LG

Comments 23 pages

Demonstrating ViSafe: Vision-enabled Safety for High-speed Detect and Avoid

Parv Kapoor, Ian Higgins, Nikhil Keetha, Jay Patrikar, Brady Moon, Zelin Ye, Yao He, Ivan Cisneros, Yaoyu Hu, Changliu Liu, Eunsuk Kang, Sebastian Scherer

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

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI

Comments 13 pages, RSS 2025 Demo track, https://theairlab.org/visafe/

Qualitative Analysis of $ω$-Regular Objectives on Robust MDPs

Ali Asadi, Krishnendu Chatterjee, Ehsan Kafshdar Goharshady, Mehrdad Karrabi, Ali Shafiee

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI

Consensus-Aware AV Behavior: Trade-offs Between Safety, Interaction, and Performance in Mixed Urban Traffic

Mohammad Elayan, Wissam Kontar

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI

Comments 7 pages, 8 figures

Is In-Context Learning a Type of Error-Driven Learning? Evidence from the Inverse Frequency Effect in Structural Priming

Zhenghao Zhou, Robert Frank, R. Thomas McCoy

机构 * Yale University（耶鲁大学） 纠错

专题命中 Agent评测 ：agent(abstract)；分类 cs.CL

Comments This version is accepted to NAACL 2025 (https://aclanthology.org/2025.naacl-long.586/)

Hybrid Reinforcement Learning and Model Predictive Control for Adaptive Control of Hydrogen-Diesel Dual-Fuel Combustion

Julian Bedei, Murray McBain, Alexander Winkler, Charles Robert Koch, Jakob Andert, David Gordon

专题命中 Agent评测 ：agent(abstract)；分类 cs.LG

RepliBench: Evaluating the Autonomous Replication Capabilities of Language Model Agents

Sid Black, Asa Cooper Stickland, Jake Pencharz, Oliver Sourbut, Michael Schmatz, Jay Bailey, Ollie Matthews, Ben Millwood, Alex Remedios, Alan Cooney

机构 * UK AI Security Institute (AISI)（英国人工智能安全研究所） 纠错

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI

BrushEdit: All-In-One Image Inpainting and Editing

Yaowei Li, Yuxuan Bian, Xuan Ju, Zhaoyang Zhang, Junhao Zhuang, Ying Shan, Yuexian Zou, Qiang Xu

机构 * Peking University（北京大学） ； ARC Lab, Tencent PCG（腾讯PCG ARC实验室） ； The Chinese University of Hong Kong（香港中文大学） ； Tsinghua University（清华大学） 纠错

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI

Comments WebPage available at https://liyaowei-stu.github.io/project/BrushEdit/

Informed Reinforcement Learning for Situation-Aware Traffic Rule Exceptions

Daniel Bogdoll, Jing Qin, Moritz Nekolla, Ahmed Abouelazm, Tim Joseph, J. Marius Zöllner

机构 * FZI Research Center for Information Technology（弗劳恩霍夫信息技术研究中心） ； Karlsruhe Institute of Technology（卡尔斯鲁厄理工学院） 纠错

专题命中 Agent评测 ：agent(abstract)；分类 cs.LG

Comments Daniel Bogdoll and Jing Qin contributed equally. Accepted for publication at ICRA 2024

Integration of Multi-Mode Preference into Home Energy Management System Using Deep Reinforcement Learning

Mohammed Sumayli, Olugbenga Moses Anubi

机构 * Dept. of Electrical and Computer Engineering（电气与计算机工程系） ； FAMU-FSU College of Engineering（弗吉尼亚州立大学工程学院） ； Florida State University（佛罗里达州立大学） 纠错

专题命中 Agent评测 ：agent(abstract)；分类 cs.LG

Comments Accepted for publication in ASME journal of engineering for sustainable buildings and cities

CIMFlow: An Integrated Framework for Systematic Design and Evaluation of Digital CIM Architectures

Yingjie Qi, Jianlei Yang, Yiou Wang, Yikun Wang, Dayu Wang, Ling Tang, Cenlin Duan, Xiaolin He, Weisheng Zhao

机构 * School of Computer Science and Engineering, Beihang University（计算机科学与工程学院，北京航空航天大学） ； School of Integrated Circuit Science and Engineering, Beihang University（集成电路科学与工程学院，北京航空航天大学） ； Qingdao Research Institute, Beihang University（青岛研究院，北京航空航天大学） 纠错

专题命中 Agent评测 ：workflow(abstract)；分类 cs.LG

Comments 7 pages, accepted by DAC 2025

OET: Optimization-based prompt injection Evaluation Toolkit

Jinsheng Pan, Xiaogeng Liu, Chaowei Xiao

机构 * University of Rochester（罗切斯特大学） ； University of Wisconsin-Madison（威斯康星大学麦迪逊分校） 纠错

专题命中 Agent评测 ：workflow(abstract)；分类 cs.AI

Underspecified Human Decision Experiments Considered Harmful

Jessica Hullman, Alex Kale, Jason Hartline

机构 * Northwestern University（西北大学） ； University of Chicago（芝加哥大学） 纠错

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI

Molecular Learning Dynamics

Yaroslav Gusev, Vitaly Vanchurin

专题命中 Agent评测 ：agent(abstract)；分类 cs.LG

Comments 16 pages, 7 figures, 1 table

HomeEmergency -- Using Audio to Find and Respond to Emergencies in the Home

James F. Mullen, Dhruva Kumar, Xuewei Qi, Rajasimman Madhivanan, Arnie Sen, Dinesh Manocha, Richard Kim

机构 * Amazon Lab126（亚马逊实验室126） ； University of Maryland（马里兰大学） 纠错

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI

Journal ref IEEE Robotics and Automation Letters (2025)

An Artificial Intelligence-Based Framework for Predicting Emergency Department Overcrowding: Development and Evaluation Study

Orhun Vural, Bunyamin Ozaydin, Khalid Y. Aram, James Booth, Brittany F. Lindsey, Abdulaziz Ahmed

专题命中 Agent评测 ：planning(abstract)；分类 cs.LG

FeedQUAC: Quick Unobtrusive AI-Generated Commentary

Tao Long, Kendra Wannamaker, Jo Vermeulen, George Fitzmaurice, Justin Matejka

机构 * Autodesk Research（Autodesk研究院） 纠错

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI

Comments 20 pages, 12 figures

AI with Emotions: Exploring Emotional Expressions in Large Language Models

Shin-nosuke Ishikawa, Atsushi Yoshino

机构 * Graduate School of Artificial Intelligence and Science, Rikkyo University（人工智能与科学研究生院，立命馆大学） ； Strategic Digital Business Unit, Mamezou Co., Ltd.（战略数字商务部，麦默株式会社） 纠错

专题命中 Agent评测 ：AI agent(abstract)；分类 cs.AI

Comments 14 pages, 8 figures, accepted to the Natural Language Processing for Digital Humanities (NLP4DH) workshop at NAACL 2025

Exposing the Copycat Problem of Imitation-based Planner: A Novel Closed-Loop Simulator, Causal Benchmark and Joint IL-RL Baseline

Hui Zhou, Shaoshuai Shi, Hongsheng Li

机构 * Department of Electronic Engineering, The Chinese University of Hong Kong（电子工程系，香港中文大学） ； DiDi Global（滴滴出行） 纠错

专题命中 Agent评测 ：planning(abstract)；分类 cs.AI

Prompt Flow Integrity to Prevent Privilege Escalation in LLM Agents

Juhee Kim, Woohyuk Choi, Byoungyoung Lee

机构 * Seoul National University（首尔国立大学） 纠错

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI