Author

Yansong NING

The Hong Kong University of Science and Technology (Guangzhou)

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#artificial intelligence Preprint Oct 2026

LifeSearch: Benchmarking Deep Research Agents for Real-World Life and Productivity

Deep research (DR) agents address open-ended information needs through multi-step reasoning, long-horizon web search, and evidence synthesis. However, existing benchmarks primarily focus on academic research or synthetic tasks, leaving DR agents'capabilities in real-world life and professional productivity settings ins...

Yi-Bo Wang, Sen-Jie Jin, Yansong NING et al. · 0 citations

#artificial intelligence Preprint Aug 2026

VibeWorlding: Can Multimodal Agents Construct 3D Open Worlds End-to-End?

VibeWorlding is proposed, a unified framework for benchmarking and training vibe worlding agents: a multimodal agent that can autonomously infer user intent, plan scene layout, invoke 3D tools, and reflect on the multimodal feedback in a multi-turn agent-environment interaction process.

Yansong NING, Jing-Wen Ye, Zhong-Kai Wu et al. · 2 citations