News
2026-01 NavSpace: How Navigation Agents Follow Spatial Intelligence Instructions Got Accpeted to ICRA 2026!
2025-09 Submitted NavSpace: How Navigation Agents Follow Spatial Intelligence Instructions to ICRA 2026.
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Research
I'm interested in embodied AI, vision-language navigation, spatial intelligence, and multimodal learning.
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NavSpace: How Navigation Agents Follow Spatial Intelligence Instructions
Haolin Yang*,
Yuxing Long*,
Zhuoyuan Yu,
Zihan Yang,
Minghan Wang,
Jiapeng Xu,
Yihan Wang,
Ziyan Yu,
Wenzhe Cai,
Lei Kang,
Hao Dong†
The first benchmark about spatial intelligence in embodied navigation
[ICRA 2026]
arXiv
We introduce the NavSpace benchmark with six task categories and 1,228 trajectory-instruction pairs to evaluate spatial intelligence in navigation agents. We comprehensively evaluate 22 agents and propose SNav, a spatially intelligent navigation model that outperforms existing approaches.
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Zhiyuan Robotics Co., Ltd.
Research Intern · PKU Joint Laboratory
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Beijing Zhipu Huazhang Technology
AI Application Engineer
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Honors & Awards
2024-25 Huawei Scholarship
2024-25 Peking University Excellent Research Award
2023-24 Shenzhen Stock Exchange Scholarship
2023-24 Peking University Excellent Research Award
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Language
TOEFL iBT: 114 (Reading: 30, Listening: 30, Speaking: 27, Writing: 27)
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"Man is only a reed, the weakest in nature, but he is a thinking reed. All our dignity consists, then, in thought."
— Blaise Pascal, Pensées
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