AI Agent

RubikSQL: Lifelong Learning Agentic Knowledge Base as an Industrial NL2SQL System

Zui Chen, Han Li, Xinhao Zhang, Xiaoyu Chen, Chunyin Dong, Yifeng Wang, Xin Cai, Su Zhang, Ziqi Li, Chi Ding, Jinxu Li, Shuai Wang, Dousheng Zhao, Sanhai Gao, Guangyi Liu

机构 * Huawei Company（华为公司） ； Cornell University（康奈尔大学） 纠错

专题命中 Agent评测 ：agentic(title,abstract)；agent(abstract)；workflow(abstract)；multi-agent(abstract)

Comments 18 pages, 3 figures, 3 tables, to be submitted to VLDB 2026 (PVLDB Volume 19)

Agent-Testing Agent: A Meta-Agent for Automated Testing and Evaluation of Conversational AI Agents

Sameer Komoravolu, Khalil Mrini

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） ； Grammarly 纠错

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

An LLM-LVLM Driven Agent for Iterative and Fine-Grained Image Editing

Zihan Liang, Jiahao Sun, Haoran Ma

机构 * Kunming University of Science and Technology（昆明理工大学） 纠错

专题命中 Agent评测 ：agent(title,abstract)；planning(abstract)；agentic(abstract)

I Can't Join, But I Will Send My Agent: Stand-in Enhanced Asynchronous Meetings (SEAM)

Zhongyi Bai, Jens Emil Grønbæk, Andrew Irlitti, Jarrod Knibbe, Eduardo Velloso

专题命中 Agent评测 ：agent(title,abstract)

Selling an Item Among a Strategic Bidder and a Profiled Agent

Ioannis Caragiannis, Georgios Kalantzis

专题命中 Agent评测 ：agent(title,abstract)

Social Identity in Human-Agent Interaction: A Primer

Katie Seaborn

机构 * Institute of Science Tokyo（东京科学研究所） ； University of Cambridge（剑桥大学） 纠错

专题命中 Agent评测 ：agent(title)；分类 cs.AI

Comments 28 pages

Journal ref ACM Transactions on Human-Robot Interaction (2025)

Teaching LLMs to Think Mathematically: A Critical Study of Decision-Making via Optimization

Mohammad J. Abdel-Rahman, Yasmeen Alslman, Dania Refai, Amro Saleh, Malik A. Abu Loha, Mohammad Yahya Hamed

机构 * Data Science Department, Princess Sumaya University for Technology（普里姆斯萨大学技术学院数据科学系） ； Electrical and Computer Engineering Department, Virginia Tech（弗吉尼亚理工大学电气与计算机工程系） ； Computer Science Department, Princess Sumaya University for Technology（普里姆斯萨大学技术学院计算机科学系） ； Computer Science Department, King Fahd University of Petroleum and Minerals（国王法赫德石油与矿物大学计算机科学系） 纠错

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

Mind the Gap: Time-of-Check to Time-of-Use Vulnerabilities in LLM-Enabled Agents

Derek Lilienthal, Sanghyun Hong

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

Comments Pre-print

Disentangling Exploration of Large Language Models by Optimal Exploitation

Tim Grams, Patrick Betz, Sascha Marton, Stefan Lüdtke, Christian Bartelt

机构 * Technical University of Clausthal（Clausthal 技术大学） ； University of Mannheim（曼海姆大学） ； University of Rostock（罗斯托克大学） 纠错

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

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark

Jinpeng Hu, Hongchang Shi, Chongyuan Dai, Zhuo Li, Peipei Song, Meng Wang

机构 * Hefei University of Technology（合肥工业大学） ； The Chinese University of Hong Kong, Shenzhen（香港中文大学（深圳）） ； University of Science and Technology of China（中国科学技术大学） ； Institute of Artificial Intelligence (IAI), Hefei Comprehensive National Science Center（人工智能研究院（IAI），合肥综合性国家科学中心） 纠错

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)

Comments ACM Multimedia 2025

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding

Yuqi Wu, Wenzhao Zheng, Sicheng Zuo, Yuanhui Huang, Jie Zhou, Jiwen Lu

机构 * Department of Automation, Tsinghua University（自动化系，清华大学） 纠错

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

Comments Accepted by ICCV2025. Code: https://github.com/YkiWu/EmbodiedOcc

Prompt Injection Attack to Tool Selection in LLM Agents

Jiawen Shi, Zenghui Yuan, Guiyao Tie, Pan Zhou, Neil Zhenqiang Gong, Lichao Sun

专题命中 Agent评测 ：agent(abstract)

GPU Acceleration for Faster Evolutionary Spatial Cyclic Game Systems

Louie Sinadjan

专题命中 Agent评测 ：agent(abstract)

Adversarial Generation and Collaborative Evolution of Safety-Critical Scenarios for Autonomous Vehicles

Jiangfan Liu, Yongkang Guo, Fangzhi Zhong, Tianyuan Zhang, Zonglei Jing, Siyuan Liang, Jiakai Wang, Mingchuan Zhang, Aishan Liu, Xianglong Liu

机构 * Beihang University（北京航空航天大学） ； Nanyang Technological University（南洋理工大学） ； Zhongguancun Laboratory（中关村实验室） ； Henan University of Science and Technology（河南科技大学） 纠错

专题命中 Agent评测 ：agent(abstract)