AI Agent

A New Query Expansion Approach via Agent-Mediated Dialogic Inquiry

Wonduk Seo, Hyunjin An, Seunghyun Lee

机构 * Enhans Seoul, South Korea（首尔增强韩国） 纠错

专题命中 工具调用 ：agent(title,abstract)；multi-agent(abstract)；分类 cs.CL、cs.LG；AI agent(comments)

Comments Accepted by ACM SIGKDD 2025 Workshop on AI Agent for Information Retrieval (Agent4IR)

Warehouse Spatial Question Answering with LLM Agent

Hsiang-Wei Huang, Jen-Hao Cheng, Kuang-Ming Chen, Cheng-Yen Yang, Bahaa Alattar, Yi-Ru Lin, Pyongkun Kim, Sangwon Kim, Kwangju Kim, Chung-I Huang, Jenq-Neng Hwang

机构 * Information Processing Lab, University of Washington, USA（华盛顿大学信息处理实验室） ； Electronics and Telecommunications Research Institute, South Korea（韩国电子电信研究院） ； National Center for High-performance Computing, Taiwan（台湾高性能计算国家研究中心） 纠错

专题命中 工具调用 ：agent(title,abstract)；分类 cs.AI

Comments 1st Place Solution of the 9th AI City Challenge Track 3

CS-Agent: LLM-based Community Search via Dual-agent Collaboration

Jiahao Hua, Long Yuan, Qingshuai Feng, Qiang Fan, Shan Huang

专题命中 工具调用 ：agent(title,abstract)

SSRL: Self-Search Reinforcement Learning

Yuchen Fan, Kaiyan Zhang, Heng Zhou, Yuxin Zuo, Yanxu Chen, Yu Fu, Xinwei Long, Xuekai Zhu, Che Jiang, Yuchen Zhang, Li Kang, Gang Chen, Cheng Huang, Zhizhou He, Bingning Wang, Lei Bai, Ning Ding, Bowen Zhou

机构 * Tsinghua University（清华大学） ； Shanghai Jiao Tong University（上海交通大学） ； Shanghai AI Laboratory（上海人工智能实验室） ； University College London（伦敦大学学院） ； CSCEC Third Bureau（中建第三工程局） ； WeChat AI（微信AI） 纠错

专题命中 工具调用 ：agent(abstract)；agentic(abstract)；分类 cs.CL

AutoGeTS: Knowledge-based Automated Generation of Text Synthetics for Improving Text Classification

Chenhao Xue, Yuanzhe Jin, Adrian Carrasco-Revilla, Joyraj Chakraborty, Min Chen

机构 * FabLab, Inetum（FabLab，Inetum） 纠错

专题命中 工具调用 ：workflow(abstract)；分类 cs.CL、cs.LG

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering

Xinyu Wang, Jijun Chi, Zhenghan Tai, Tung Sum Thomas Kwok, Muzhi Li, Zhuhong Li, Hailin He, Yuchen Hua, Peng Lu, Suyuchen Wang, Yihong Wu, Jerry Huang, Jingrui Tian, Fengran Mo, Yufei Cui, Ling Zhou

机构 * 1SimpleWay.AI 2McGill University 3University of Toronto 4University of California, Los Angeles 5The Chinese University of Hong Kong 6Duke University 7Universit\'e de Montr\'eal 8Mila - Quebec AI Institute 9Noah's Ark Lab 10CG Matrix Technology Limited ； 1SimpleWay.AI 2McGill University 3University of Toronto 4University of California, Los Angeles ； 5The Chinese University of Hong Kong 6Duke University 7Universit\'e de Montr\'eal 8Mila - Quebec AI Institute ； 9Noah's Ark Lab 10CG Matrix Technology Limited 纠错

专题命中 工具调用 ：agent(abstract)；分类 cs.AI、cs.LG

Comments Accepted at the 34th ACM International Conference on Information and Knowledge Management (CIKM2025)

Predicting First-Passage Dynamics in Disordered Systems Exactly: Application to Sparse Networks

Daniel Marris, Chittaranjan Hens, Subrata Ghosh, Luca Giuggioli

专题命中 工具调用 ：agent(abstract)

Comments 19 pages inc. 12 sup. mat. with 6 figures