Portrait of Yixiao Feng

Yixiao Feng 冯逸潇

Hong Kong University of Science and Technology (Guangzhou)

Biography

I am a first-year Ph.D. student at the Hong Kong University of Science and Technology (Guangzhou), advised by Prof. Renjing Xu. My research focuses on humanoid robots, particularly humanoid-object interaction and perception, with the goal of integrating them so that humanoid robots can understand the world and act more like humans.

Before starting my Ph.D., I received my M.EngSc degree in Robotics from the University of New South Wales in 2025, supervised by Dr. Jose Guivant, and my B.Eng. degree from Beijing University of Chemical Technology in 2022.

I spent memorable research internship time at BNRist, Tsinghua University, with Dr. Yongliang Shi and Dr. Weining Lu, and at AIR, Tsinghua University, with Dr. Yongliang Shi and Prof. Guyue Zhou.

[2026/01] Our work DreamNav was accepted by ICRA 2026.

[2025/09] Thrilled to start my Ph.D. journey at HKUST(GZ).

[2025/06] Two works were accepted by IROS 2025.

[2025/01] Graduated from UNSW with M.EngSc in Robotics (with Excellence).

[2024/01] Our work BM-Loc was accepted by ICRA 2024.

Publications

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* equal contribution, † corresponding author

PDF-HR pipeline

PDF-HR: Pose Distance Fields for Humanoid Robots

Yi Gu*, Yukang Gao*, Yangchen Zhou*, Xingyu Chen, Yixiao Feng, Mingle Zhao, Yunyang Mo, Zhaorui Wang, Lixin Xu, Renjing Xu

Under Review

High-Fidelity Gaussian Splatting overview

Robust and High-Fidelity 3D Gaussian Splatting: Fusing Pose Priors and Geometry Constraints for Texture-Deficient Outdoor Scenes

Meijun Guo, Yongliang Shi, Caiyun Liu, Yixiao Feng, Ming Ma, Tinghai Yan, Weining Lu, Bin Liang

IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2025)

Paper
Cross-modal Air-Ground Relative Localization cover

Semi-distributed Cross-modal Air-Ground Relative Localization

Weining Lu, Deer Bin, Lian Ma, Ming Ma, Zhihao Ma, Xiangyang Chen, Longfei Wang, Yixiao Feng, Zhouxian Jiang, Yongliang Shi, Bin Liang

IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2025)

BM-Loc cover

Block-Map-Based Localization in Large-Scale Environment

Yixiao Feng*, Zhou Jiang*, Yongliang Shi, Yunlong Feng, Xiangyu Chen, Hao Zhao, Guyue Zhou

IEEE International Conference on Robotics and Automation (ICRA 2024)

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