Cover Image

InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lee, Ka Yiu, Huang, Yuxuan, He, Zhiyuan, Zhou, Huichi, Luo, Weilin, Shao, Kun, Fang, Meng, Wang, Jun
Format:	Preprint
Published:	2026
Subjects:	Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Web2BigTable: A Bi-Level Multi-Agent LLM System for Internet-Scale Information Search and Extraction
by: Huang, Yuxuan, et al.
Published: (2026)

From Skills to Talent: Organising Heterogeneous Agents as a Real-World Company
by: Yu, Zhengxu, et al.
Published: (2026)

InfoAgent: Advancing Autonomous Information-Seeking Agents
by: Zhang, Gongrui, et al.
Published: (2025)

SeekerGym: A Benchmark for Reliable Information Seeking
by: Kim, Remy, et al.
Published: (2026)

Memento: Fine-tuning LLM Agents without Fine-tuning LLMs
by: Zhou, Huichi, et al.
Published: (2025)

WebLeaper: Empowering Efficiency and Efficacy in WebAgent via Enabling Info-Rich Seeking
by: Tao, Zhengwei, et al.
Published: (2025)

Adapting Like Humans: A Metacognitive Agent with Test-time Reasoning
by: Li, Yang, et al.
Published: (2025)

EE-MCP: Self-Evolving MCP-GUI Agents via Automated Environment Generation and Experience Learning
by: He, Tiantian, et al.
Published: (2026)

InfoMosaic-Bench: Evaluating Multi-Source Information Seeking in Tool-Augmented Agents
by: Du, Yaxin, et al.
Published: (2025)

InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation
by: Xi, Yunjia, et al.
Published: (2025)

Seeker: Towards Exception Safety Code Generation with Intermediate Language Agents Framework
by: Zhang, Xuanming, et al.
Published: (2024)

UIS-Digger: Towards Comprehensive Research Agent Systems for Real-world Unindexed Information Seeking
by: Liu, Chang, et al.
Published: (2026)

Deep Research Agents: A Systematic Examination And Roadmap
by: Huang, Yuxuan, et al.
Published: (2025)

InfoTech Assistant: A Multimodal Conversational Agent for InfoTechnology Web Portal Queries
by: Gadiraju, Sai Surya, et al.
Published: (2024)

VeriWeb: Verifiable Long-Chain Web Benchmark for Agentic Information-Seeking
by: Liu, Shunyu, et al.
Published: (2025)

InfoFlow: Reinforcing Search Agent Via Reward Density Optimization
by: Luo, Kun, et al.
Published: (2025)

Visual Reasoning over Time Series via Multi-Agent System
by: Ruan, Weilin, et al.
Published: (2026)

DR-MMSearchAgent: Deepening Reasoning in Multimodal Search Agents
by: Wang, Shengqin, et al.
Published: (2026)

ParallelMuse: Agentic Parallel Thinking for Deep Information Seeking
by: Li, Baixuan, et al.
Published: (2025)

NetInfoF Framework: Measuring and Exploiting Network Usable Information
by: Lee, Meng-Chieh, et al.
Published: (2024)

InfoGatherer: Principled Information Seeking via Evidence Retrieval and Strategic Questioning
by: Taranukhin, Maksym, et al.
Published: (2026)

ProMMSearchAgent: A Generalizable Multimodal Search Agent Trained with Process-Oriented Rewards
by: Yan, Wentao, et al.
Published: (2026)

WideSearch: Benchmarking Agentic Broad Info-Seeking
by: Wong, Ryan, et al.
Published: (2025)

ExpSeek: Self-Triggered Experience Seeking for Web Agents
by: Zhang, Wenyuan, et al.
Published: (2026)

InfoPO: Information-Driven Policy Optimization for User-Centric Agents
by: Kong, Fanqi, et al.
Published: (2026)

InfoFlood: Jailbreaking Large Language Models with Information Overload
by: Yadav, Advait, et al.
Published: (2025)

WebForge: Breaking the Realism-Reproducibility-Scalability Trilemma in Browser Agent Benchmark
by: Yuan, Peng, et al.
Published: (2026)

WideSeek-R1: Exploring Width Scaling for Broad Information Seeking via Multi-Agent Reinforcement Learning
by: Xu, Zelai, et al.
Published: (2026)

WebDancer: Towards Autonomous Information Seeking Agency
by: Wu, Jialong, et al.
Published: (2025)

A Concise Course in Galois Theory
by: Huang, Huichi
Published: (2026)

A Wiener-type theorem for arcs in the unit cirle
by: Huang, Huichi
Published: (2024)

$\texttt{InfoHier}$: Hierarchical Information Extraction via Encoding and Embedding
by: Zhang, Tianru, et al.
Published: (2025)

OUxInfo
by: Hatayama, Jun, et al.
Published: (2026)

OUxInfo
by: Hatayama, Jun, et al.
Published: (2026)

Invisible to Humans, Triggered by Agents: Stealthy Jailbreak Attacks on Mobile Vision-Language Agents
by: Ding, Renhua, et al.
Published: (2025)

Do LLM Agents Know How to Ground, Recover, and Assess? A Benchmark for Epistemic Competence in Information-Seeking Agents
by: Shao, Jiaqi, et al.
Published: (2025)

Exploring Information Seeking Agent Consolidation
by: Yan, Guochen, et al.
Published: (2026)

UXAgent: An LLM Agent-Based Usability Testing Framework for Web Design
by: Lu, Yuxuan, et al.
Published: (2025)

Hi-Agent: Hierarchical Vision-Language Agents for Mobile Device Control
by: Wu, Zhe, et al.
Published: (2025)

AsyncHZP: Hierarchical ZeRO Parallelism with Asynchronous Scheduling for Scalable LLM Training
by: Bai, Huawei, et al.
Published: (2025)