AI Agent

AMAZe: A Multi-Agent Zero-shot Index Advisor for Relational Databases

Zhaodonghui Li, Haitao Yuan, Jiachen Shi, Hao Zhang, Yu Rong, Gao Cong

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；planning(abstract)

Agentic Visualization: Extracting Agent-based Design Patterns from Visualization Systems

Vaishali Dhanoa, Anton Wolter, Gabriela Molina León, Hans-Jörg Schulz, Niklas Elmqvist

专题命中 多智能体 ：agentic(title,abstract)；agent(title)；AI agent(abstract)；autonomous agent(abstract)

Journal ref IEEE Computer Graphics and Applications, vol: 01 (2025) 1-13

HLSMAC: A New StarCraft Multi-Agent Challenge for High-Level Strategic Decision-Making

Xingxing Hong, Yungong Wang, Dexin Jin, Ye Yuan, Ximing Huang, Zijian Wu, Wenxin Li

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.LG

Comments 30 pages, 13 figures with appendix

DeltaHedge: A Multi-Agent Framework for Portfolio Options Optimization

Feliks Bańka, Jarosław A. Chudziak

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

Comments Presented at Pacific Asia Conference on Information Systems (PACIS 2025), Kuala Lumpur. Official proceedings available at https://aisel.aisnet.org/pacis2025/aiandml/aiandml/25/. 16 pages, 7 figures, 3 tables

Journal ref PACIS 2025 Proceedings, Track 02: AI and Machine Learning, Paper 25

GBV-SQL: Guided Generation and SQL2Text Back-Translation Validation for Multi-Agent Text2SQL

Daojun Chen, Xi Wang, Shenyuan Ren, Qingzhi Ma, Pengpeng Zhao, An Liu

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Breaking Single-Tester Limits: Multi-Agent LLMs for Multi-User Feature Testing

Sidong Feng, Changhao Du, Huaxiao Liu, Qingnan Wang, Zhengwei Lv, Mengfei Wang, Chunyang Chen

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.SE

Comments Accepted to International Conference on Software Engineering (ICSE 2026). arXiv admin note: substantial text overlap with arXiv:2504.15474

Agent4FaceForgery: Multi-Agent LLM Framework for Realistic Face Forgery Detection

Yingxin Lai, Zitong Yu, Jun Wang, Linlin Shen, Yong Xu, Xiaochun Cao

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)

Redefining Website Fingerprinting Attacks With Multiagent LLMs

Chuxu Song, Dheekshith Dev Manohar Mekala, Hao Wang, Richard Martin

专题命中 多智能体 ：agent(abstract)；multi-agent(abstract)

Enhancing LLM-Based Social Bot via an Adversarial Learning Framework

Fanqi Kong, Xiaoyuan Zhang, Xinyu Chen, Yaodong Yang, Song-Chun Zhu, Xue Feng

专题命中 多智能体 ：agent(abstract)；multi-agent(abstract)

Theoretical Analysis on the Ability of Particle Swarm Optimization to Escape from Local Optimum

Haoxin Wang, Libao Shi

专题命中 多智能体 ：agent(abstract)