AI Agent

ContextualLVLM-Agent: A Holistic Framework for Multi-Turn Visually-Grounded Dialogue and Complex Instruction Following

Seungmin Han, Haeun Kwon, Ji-jun Park, Taeyang Yoon

机构 * Dongguk University（东国大学） 纠错

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

Fortifying the Agentic Web: A Unified Zero-Trust Architecture Against Logic-layer Threats

Ken Huang, Yasir Mehmood, Hammad Atta, Jerry Huang, Muhammad Zeeshan Baig, Sree Bhargavi Balija

机构 * Qorvex Consulting ； Kleiner Perkins ； Wentworth Institute of Higher Education 纠错

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

Evaluation Agent: Efficient and Promptable Evaluation Framework for Visual Generative Models

Fan Zhang, Shulin Tian, Ziqi Huang, Yu Qiao, Ziwei Liu

机构 * Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） ； S-Lab, Nanyang Technological University（南洋理工大学S实验室） 纠错

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI、cs.CL

Comments Equal contributions from first three authors. Project page: https://vchitect.github.io/Evaluation-Agent-project Code: https://github.com/Vchitect/Evaluation-Agent

SafetyFlow: An Agent-Flow System for Automated LLM Safety Benchmarking

Xiangyang Zhu, Yuan Tian, Chunyi Li, Kaiwei Zhang, Wei Sun, Guangtao Zhai

机构 * Shanghai AI Lab（上海人工智能实验室） ； East China Normal University（东华大学） 纠错

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

Comments Code and dataset are available at https://github.com/yangyangyang127/SafetyFlow

IPIGuard: A Novel Tool Dependency Graph-Based Defense Against Indirect Prompt Injection in LLM Agents

Hengyu An, Jinghuai Zhang, Tianyu Du, Chunyi Zhou, Qingming Li, Tao Lin, Shouling Ji

专题命中 Agent评测 ：agent(abstract)；planning(abstract)；agentic(abstract)；分类 cs.AI、cs.CL

Comments EMNLP 2025

Comp-X: On Defining an Interactive Learned Image Compression Paradigm With Expert-driven LLM Agent

Yixin Gao, Xin Li, Xiaohan Pan, Runsen Feng, Bingchen Li, Yunpeng Qi, Yiting Lu, Zhengxue Cheng, Zhibo Chen, Jörn Ostermann

专题命中 Agent评测 ：agent(title,abstract)

Adversarial Agent Behavior Learning in Autonomous Driving Using Deep Reinforcement Learning

Arjun Srinivasan, Anubhav Paras, Aniket Bera

机构 * University of Maryland, College Park（马里兰大学学院公园分校） 纠错

专题命中 Agent评测 ：agent(title,abstract)

MCPTox: A Benchmark for Tool Poisoning Attack on Real-World MCP Servers

Zhiqiang Wang, Yichao Gao, Yanting Wang, Suyuan Liu, Haifeng Sun, Haoran Cheng, Guanquan Shi, Haohua Du, Xiangyang Li

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

Language-Guided Tuning: Enhancing Numeric Optimization with Textual Feedback

Yuxing Lu, Yucheng Hu, Nan Sun, Xukai Zhao

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)；分类 cs.AI、cs.CL、cs.LG

Comments 9 pages, 4 figures, 4 tables

Pub-Guard-LLM: Detecting Retracted Biomedical Articles with Reliable Explanations

Lihu Chen, Shuojie Fu, Gabriel Freedman, Cemre Zor, Guy Martin, James Kinross, Uddhav Vaghela, Ovidiu Serban, Francesca Toni

机构 * Imperial College London（伦敦帝国学院） ； Amazon Web Services（亚马逊网络服务） ； National Health Service（国家健康服务） 纠错

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

Comments long paper under review

An Investigation into Value Misalignment in LLM-Generated Texts for Cultural Heritage

Fan Bu, Zheng Wang, Siyi Wang, Ziyao Liu

机构 * Department of Archeology and Museology, Shanghai University（考古与博物馆学系，上海大学） ； National Collaborative Research Center for Revolutionary Cultural Heritage at Memorial of the First CPC National Congress & Shanghai University（革命文化遗产国家联合研究中心，中共一大会址纪念馆与上海大学） ； School of Management, Shanghai University（管理学院，上海大学） ； Nanyang Technological University（南洋理工大学） 纠错

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

PyTOD: Programmable Task-Oriented Dialogue with Execution Feedback

Alexandru Coca, Bo-Hsiang Tseng, Pete Boothroyd, Jianpeng Cheng, Mark Gaynor, Zhenxing Zhang, Joe Stacey, Tristan Guigue, Héctor Martinez Alonso, Diarmuid Ó Séaghdha, Anders Johannsen

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

Comments 20 pages, 12 figures. To appear at SIGDIAL 2025

SAND: Boosting LLM Agents with Self-Taught Action Deliberation

Yu Xia, Yiran Shen, Junda Wu, Tong Yu, Sungchul Kim, Ryan A. Rossi, Lina Yao, Julian McAuley

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

Comments EMNLP 2025

Almost and Approximate EFX for Few Types of Agents

Vishwa Prakash HV, Ruta Mehta, Prajakta Nimbhorkar

专题命中 Agent评测 ：agent(abstract)

Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks

Asadullah Bin Rahman, Masud Ibn Afjal, Md. Abdulla Al Mamun

专题命中 Agent评测 ：planning(abstract)

ReconDreamer-RL: Enhancing Reinforcement Learning via Diffusion-based Scene Reconstruction

Chaojun Ni, Guosheng Zhao, Xiaofeng Wang, Zheng Zhu, Wenkang Qin, Xinze Chen, Guanghong Jia, Guan Huang, Wenjun Mei

专题命中 Agent评测 ：agent(abstract)

Instability windows of relativistic r-modes in stably stratified neutron stars with hyperonic cores

K. Y. Kraav, M. E. Gusakov, E. M. Kantor

专题命中 Agent评测 ：agent(abstract)

Comments 30 pages, 12 figures, accepted for publication in Physical Review D

Heterogeneous Trader Responses to Macroeconomic Surprises: Simulating Order Flow Dynamics

Haochuan Wang

专题命中 Agent评测 ：agent(abstract)

Comments 9 pages, 5 pages, with dgp code attached

BannerAgency: Advertising Banner Design with Multimodal LLM Agents

Heng Wang, Yotaro Shimose, Shingo Takamatsu

机构 * Sony Group Corporation（索尼集团） 纠错

专题命中 Agent评测 ：agent(abstract)

Comments Accepted as a main conference paper at EMNLP 2025

Equitable Allocations of Mixtures of Goods and Chores

Hadi Hosseini, Aditi Sethia

专题命中 Agent评测 ：agent(abstract)

Comments 33 pages, 6 tables. This work was presented at the IJCAI Workshop on Computational Fair Division, 2024