Jian Liu (Benjamin) 刘建

Master 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(Chinese) CV Link(English)

Biography

I am a final year Master student in Computer Science at Harbin Institute of Technology (HIT). 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, point cloud analysis, 3d occupancy prediction, AIGC 3D. Additionally, I am also involved in the exciting field of AI4Science, specifically in the area of airfoil design.

Experience

Sep.2023 - July.2024 , 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

Selected Awards

Outstanding Intern at Shanghai AI Lab, 2024
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

AFBench: A Large-scale Benchmark for Airfoil Design
Jian Liu, Jianyu Wu, Hairun Xie, Guoqing Zhang, Jing Wang, Wei Liu, Wanli Ouyang, Junjun Jiang, Xianming Liu, Shixiang Tang, Miao Zhang
NeurIPS 2024 D&B Track
[PDF] [Github] [Project Page]

Preprints

	PVContext: Hybrid Context Model for Point Cloud Compression Guoqing Zhang, Wenbo Zhao, Jian Liu, Yuanchao Bai, Junjun Jiang, Xianming Liu Arxiv 2024 [PDF]
	Diffusion-Occ: 3D Point Cloud Completion via Occupancy Diffusion Guoqing Zhang, Jian Liu* Arxiv 2024 [PDF]
	Stealing Stable Diffusion Prior for Robust Monocular Depth Estimation Yifan Mao, Jian Liu, Xianming Liu Arxiv 2024 [PDF] [Github] [Project Page]
	REPS: Reconstruction-based Point Cloud Sampling Guoqing Zhang, Jian Liu, Wenbo Zhao, Xianming Liu Arxiv 2024 [PDF] [Github]
	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]

Technical Reports

	DINO-SD: Champion Solution for ICRA 2024 RoboDepth Challenge Yifan Mao, Ming Li, Jian Liu, Jiayang Liu, Zihan Qin, Cunxi Chu, Jialei Xu, Wenbo Zhao, Junjun Jiang, Xianming Liu ICRA24* RoboDrive Challenge [PDF] [Github] [Talk]
	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 CVPR23 Autonomous Driving Challenge [PDF] [Talk]

Challenges

	1^st place at Robust Depth Estimation on RoboDrive Challenge, @ICRA 2024 Jian Liu, Yifan Mao, Ming Li, Zihan Qin, Jiayang Liu, Jialei Xu, Cunxi Chu, Wenbo Zhao, Junjun Jiang, Xianming Liu [Challenge Website]
	Innovation Award at 3D occupancy prediction on autonomous driving challenge, @CVPR 2023 Jian Liu, Sipeng Zhang, Chuixin Kong, Wenyuan Zhang, Yuhang Wu, Yikang Ding, Borun Xu, Ruibo Ming, Donglai Wei, Xianming Liu [Challenge Website]