Jian Liu (Benjamin) 刘建

PHD student

Advanced Imaging and Intelligent Analysis Laboratory
Computing Faculty
Harbin Institute of Technology
Harbin, China

Email: hitcslj@stu.hit.edu.cn;
Github: https://github.com/hitcslj
Google Scholar: Google Scholar Link
Leetcode Leetcode Link
CV: CV Link

Biography

I am a second-year PhD student in Computer Science at Harbin Institute of Technology (HIT), collaborating with Prof. Xianming Liu. I obtained my Bachelor's degree in Software Engineering from HIT in 2022. I am actively engaged in research focused on various aspects of 3D vision, including depth estimation, 3D occupancy prediction and AIGC 3D. Additionally, I am also involved in the exciting field of AI4Science, specifically in the area of airfoil design.

Experience

Sep.2023 - Now , Research Intern, Shanghai AI Lab, supervised by Shixiang Tang and Wanli Ouyang
May.2022 - Aug.2023 , Research Intern, Megvii Research, supervised by Zhewei Huang
Aug.2021 - Oct.2021, Software Dev Engineer Intern, Alibaba

Challenges

1^st place at Robust Depth Estimation @RoboDrive Challenge 2024, ICRA 2024 Workshop
Innovation Award at 3D occupancy prediction @autonomous driving challenge , CVPR 2023 Workshop
(Most Influential Competition among 100+ CVPR 2023 workshops)
1^st place at RGB+TOF Depth Completion @MIPI-challenge 2022 validation leaderboard, ECCV 2022 Workshop

Selected Awards

Outstanding Graduates of Harbin Institute of Technology, 2022
China National Scholarship, 2021
The First-class Scholarship at Harbin Institute of Technology, 2019&2020&2021
The First Prize at Mathematics competition of Chinese College Students, 2019

Publications

	Stealing Stable Diffusion Prior for Robust Monocular Depth Estimation Yifan Mao, Jian Liu (equal contribution), Xianming Liu Arxiv 2024 [PDF] [Github] [Project Page]
	REPS: Reconstruction-based Point Cloud Sampling Guoqing Zhang, Wenbo Zhao, Jian Liu (project leader), Xianming Liu Arxiv 2024 [PDF] [Github]
	OccTransformer: Improving BEVFormer for 3D camera-only occupancy prediction Jian Liu, Sipeng Zhang, Chuixin Kong, Wenyuan Zhang, Yuhang Wu, Yikang Ding, Borun Xu, Ruibo Ming, Donglai Wei, Xianming Liu Arxiv 2024 [PDF]
	A Comprehensive Survey on 3D Content Generation Jian Liu, Xiaoshui Huang, Tianyu Huang, Lu Chen, Yuenan Hou, Shixiang Tang, Ziwei Liu, Wanli Ouyang, Wangmeng Zuo, Junjun Jiang, Xianming Liu Arxiv 2024 [PDF] [Github]