Xiangyue Liu (刘襄阅)

PhD Candidate

Hong Kong University of Science and Technology
Clear Water Bay, Kowloon, HongKong

Email: xliufz [at] connect [dot] ust [dot] hk

Biography

I'm a second-year PhD candidate of ECE at The Hong Kong University of Science and Technology (HKUST), under the supervision of Prof. Ping Tan. I was a visiting student (RA) at Tsinghua University advised by Prof. Li Yi and Prof. Yang Gao. I obtained my M.S. in Software Engineering from Beihang University, and B.Eng in Software Engineering from Northeast Normal University. I am a member of AnySyn3D.

My research interests lie in Computer Vision and Robotics. From 2023, I started to do some research on generative text-driven editing for 3D/4D scenes (GenN2N, GaussianAvatar-Editor). Now, I focus on designing novel generative models, vision language models (VLMs), and vision-language-action models (VLA).

Feel free to contact me if you are interested in discussing or collaborating with me.

News

[11/2024] One paper was accepted by 3DV 2025 .
[02/2024] One paper was accepted by CVPR 2024 .
[09/2023] I start pursuing my Ph.D. degree at HKUST .
[06/2022] Two paper were accepted by ECCV 2022 .
[02/2022] One paper was accepted by CVPR 2022 .
[06/2021] Graduated from Beihang University .
[01/2021] One paper was accepted by ICRA 2021 .

Internship

Tencent AI Lab

Topic: Digital Avatar, Talking Head Video Generation

Sept. 2023 - Dec. 2024, Tencent AI Lab, Shenzhen, worked with Dr. Qi Zhang and Dr. Yuxin Wen

Megvii Research

Topic: NeRF, Monocular Video Reconstruction

Apr. 2022 - Aug. 2023, AIC Group, Beijing, worked with Weixin Xu, Yi Yang, and Dr. Shuchang Zhou

Topic: Deep MVS

Jun. 2021 - Apr. 2022, 3D Vision Group, Beijing, worked with Haotian Zhang and Xiao Liu

Topic: Ray-point-ray Reconstruction in Visual SLAM

Aug. 2019 - Apr. 2020, SLAM&AR Group, Beijing, worked with Dr. Yijia He and Xiao Liu

Education & Visiting

	The Hong Kong University of Science and Technology, Hong Kong PhD Candidate in Von Neumann Institute, HKUST Advisor: Prof. Ping Tan Sep. 2023 - Future
	Tsinghua University, China Research Assistant in IIIS, Tsinghua University Advisors: Prof. Li Yi and Prof. Yang Gao Aug. 2021 - Aug. 2023
	Beihang University, China Master of Software Engineering Sep. 2018 - Jun. 2021
	Northeast Normal Univesity, China Bachelor of Software Engineering Sep. 2014 - Jun. 2018

Selected Publications

*/Conference/*
	GaussianAvatar-Editor: Photorealistic Animatable Gaussian Head Avatar Editor Xiangyue Liu, Kunming Luo, Heng Li, Qi Zhang, Yuan Liu, Li Yi, Ping Tan 3DV 2025 [paper] [project page] [code]
	GenN2N: Generative NeRF2NeRF Translation Xiangyue Liu, Han Xue, Kunming Luo, Ping Tan, Li Yi CVPR 2024 [paper] [project page] [code]
	Sobolev Training for Implicit Neural Representations with Approximated Image Derivatives Wentao Yuan, Qingtian Zhu, Xiangyue Liu, Yikang Ding, Haotian Zhang, Chi Zhang ECCV 2022 [paper] [code]
	KD-MVS: Knowledge Distillation Based Self-supervised Learning for Multi-view Stereo Yikang Ding, Qingtian Zhu, Xiangyue Liu, Wentao Yuan, Haotian Zhang, Chi Zhang ECCV 2022 [paper] [code]
	TransMVSNet: Global Context-aware Multi-view Stereo Network with Transformers Yikang Ding, Wentao Yuan, Qingtian Zhu, Haotian Zhang, Xiangyue Liu, Yuanjiang Wang, Xiao Liu CVPR 2022 [paper] [project page] [code]
	Structure Reconstruction Using Ray-Point-Ray Features: Representation and Camera Pose Estimation Yijia He, Xiangyue Liu, Xiao Liu, Ji Zhao ICRA 2021 [paper]
	2nd Place Solution to Instance Segmentation of IJCAI 3D AI Challenge 2020 Kai Jiang, Xiangyue Liu, Zhang Ju, Xiang Luo IJCAI Workshop 2020* [paper]

Honors &Awards

[06/2021] Outstanding Graduate Student of Beijing.

[08/2020] Second Place in 3D Instance Segmentation Challenge at IJCAI 2020.

[10/2016] National College Students Innovation and Entrepreneurship Training Program.

Community Services

Student Reviewers:
International Conference on Computer Vision (ICCV)
European Conference on Computer Vision (ECCV)
International Conference on 3D Vision (3DV)
IEEE International Conference on Robotics and Automation (ICRA)

Teaching Assistant

2024-2025	Fall	Computer Communication Networks (HKUST, ELEC3120)
2023-2024	Spring	Electronic and Information Technology (HKUST, ELEC1010)