3D Vision · Embodied AI · Cooperative Perception

个人简介Introduction

PhD @ Xiamen University

你好呀😊。我是黄勋,目前博士就读于厦门大学,于北京中关村学院联合培养,我的导师是温程璐教授王程教授

  • 具身智能与零样本导航
  • 协同/多模态三维感知
  • 鲁棒三维目标感知

Hi 😊. I am Xun Huang, currently pursuing a PhD at Xiamen University, jointly trained at Zhongguancun Academy. My supervisor is prof. Chenglu Wen and prof. Cheng Wang.

  • Embodied AI and zero-shot navigation
  • Cooperative and multi-modal 3D perception
  • Robust 3D object perception
12Formal Publications
247Total Citations
399Total GitHub Stars
4First-author Top-tier Papers
First-author highlights MSGNav: 3 citations · 46 stars V2X-R: 47 citations · 156 stars L4DR: 49 citations · 70 stars Sunshine to Rainstorm: 36 citations · 45 stars

🎓 教育经历/Education

  • 2024.09 - 至今$~~~~$ , 厦门大学 人工智能研究院, 福建厦门, 博士(硕博连读)
  • 2024.09 - 至今$~~~~$ , 北京中关村学院, 北京, 博士联合培养
  • 2022.09 - 2024.06, 厦门大学 信息学院 $~~~~~~~~~$, 福建厦门, 硕士(推免)
  • 2018.09 - 2022.06, 集美大学 计算机工程学院, 福建厦门, 本科(GPA/综合排名均为1/116)

📝 科研成果/Research Achievements

截至 2026.04,Google Scholar 收录 12 项正式科研成果,累计引用 247 次。其中包括 5 篇CVPR,3 篇AAAI,1 篇ECCV,2 篇TPAMI,1 篇Information Fusion论文。以第一作者发表AAAI2024AAAI2025-OralCVPR2025CVPR2026

As of 2026.04, Google Scholar lists 12 formal research works with 247 citations, including 5 CVPR, 3 AAAI, 1 ECCV, 2 TPAMI, and 1 Information Fusion papers. Among them, I have published AAAI2024, AAAI2025-Oral, CVPR2025, and CVPR2026 as first author.


CVPR - 2026
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具身导航与空间感知

First Author3 Citations46 GitHub Stars

MSGNav: Unleashing the Power of Multi-modal 3D Scene Graph for Zero-Shot Embodied Navigation.

Xun Huang, Shijia Zhao, Yunxiang Wang, Xin Lu, Wanfa Zhang, Rongsheng Qu, Weixin Li, Yunhong Wang, Chenglu Wen.

[paper] [code]

CVPR - 2025
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协同多模态三维感知

First Author47 Citations156 GitHub Stars

V2X-R: Cooperative LiDAR-4D Radar Fusion with Denoising Diffusion for 3D Object Detection.

Xun Huang, Jinlong Wang, Qiming Xia, Siheng Chen, Bisheng Yang, Xin Li, Cheng Wang, Chenglu Wen.

[paper] [code] [dataset]

AAAI - 2025
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鲁棒三维目标感知

First Author49 Citations70 GitHub Stars

L4DR: LiDAR-4DRadar Fusion for Weather-Robust 3D Object Detection.

Xun Huang, Ziyu Xu, Hai Wu, Jinlong Wang, Qiming Xia, Yan Xia, Jonathan Li, Kyle Gao, Chenglu Wen, Cheng Wang.

[paper] [code]

AAAI - 2024
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跨天气鲁棒三维感知

First Author36 Citations45 GitHub Stars

Sunshine to Rainstorm: Cross-Weather Knowledge Distillation for Robust 3D Object Detection.

Xun Huang, Hai Wu, Xin Li, Xiaoliang Fan, Chenglu Wen, Cheng Wang.

[paper] [code]

  • TPAMI2026 : DOtA++: Unsupervisely and Collaboratively Detect Objects From Multi-Agent Observations With Multi-Modal Prior Constraints.

$~~~~~~$ Qiming Xia, Longhui Zheng, Shijia Zhao, Xun Huang, Hai Wu, Chenglu Wen, Cheng Wang. [paper]

  • Information Fusion 2026 : FusionBev: LiDAR and 4D Radar Fusion for 3D Object Detection.

$~~~~~~$ Yuanfan Qi, Chun Liu, Hai Wu, Ruijie Chen, Chenglu Wen, Xun Huang, Shoujun Jia, Keke Zhang. [paper]

  • AAAI2026 : V2VLoc: Robust GNSS-Free Collaborative Perception via LiDAR Localization.

$~~~~~~$ Wenkai Lin, Qiming Xia, Wen Li, Xun Huang, Chenglu Wen. [paper]

  • TPAMI2025 : Unsupervised 3D Object Detection by Commonsense Clue.

$~~~~~~$ Hai Wu, Shijia Zhao, Xun Huang, Qiming Xia, Chenglu Wen, Li Jiang, Xin Li, Cheng Wang. [paper]

  • CVPR2025 : Learning to Detect Objects from Multi-Agent LiDAR Scans without Manual Labels.

$~~~~~~$ Qiming Xia, Wenkai Lin, Haoen Xiang, Xun Huang, Siheng Chen, Zhen Dong, Cheng Wang, Chenglu Wen. [paper] [code]

  • CVPR2024 : Commonsense Prototype for Outdoor Unsupervised 3D Object Detection.

$~~~~~~$ Hai Wu, Shijia Zhao, Xun Huang, Chenglu Wen, Xin Li, Cheng Wang. [paper] [code]

  • CVPR2024 : HINTED: Hard Instance Enhanced Detector with Mixed-Density Feature Fusion for Sparsely-Supervised 3D Object Detection.

$~~~~~~$ Qiming Xia, Wei Ye, Hai Wu, Shijia Zhao, Leyuan Xing, Xun Huang, Jinhao Deng, Xin Li, Chenglu Wen, Cheng Wang. [paper]

  • ECCV2024 : CMD: A Cross Mechanism Domain Adaptation Dataset for 3D Object Detection

$~~~~~~$ Jinhao Deng, Wei Ye, Hai Wu, Xun Huang, Qiming Xia, Xin Li, Jin Fang, Wei Li, Chenglu Wen, Cheng Wang. [paper] [code]

🏆 竞赛奖项/Competition Awards

  • 2019.10, CCPC 中国大学生程序设计竞赛哈尔滨站铜奖
  • 2020.10, 蓝桥杯大赛软件类C/C++程序设计福建省一等奖、全国一等奖
  • 2020.10, CCPC 中国大学生程序设计竞赛威海站铜奖
  • 2021.05, 中国高校计算机大赛——团体程序设计天梯赛团队全国金奖、福建省特等奖
  • 2021.05, ACM-ICPC 国际大学生程序设计竞赛西安邀请赛铜奖、银川站铜奖

🏅 荣誉称号/Honorary Titles

  • 本科生国家奖学金
  • 专业一等奖学金(8次)
  • 厦门市陈嘉庚奖学金
  • 麦克奥迪奖学金
  • 校级三好学生
  • 优秀共青团员
  • 优秀学生干部
  • 优秀毕业生

💻 其他经历/Others

  • PAT-Professional Ability Test-Top (顶级) 100 分 (该年可 1.5 倍换算浙江大学计算机学院复试上机成绩,满分 100 分)
  • 担任 T-PAMI,T-ITS,GRSL,PRCV 审稿人,并参与协助审稿 CVPR,ECCV,NIPS 论文
  • 于 CSDN 博客平台分享原创科技论文等文章 112 篇,内容获12w+阅读量,上千次点赞与收藏

🎮 娱乐活动/Gaming

College competition of Teamfight Tactics
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金铲铲之战高校赛八强

Master Challenger in League of Legends
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英雄联盟艾欧尼亚单双排超凡大师

The strongest King in Teamfight Tactics
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金铲铲之战最强王者(千分,全服前400)