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

China National Scholarship, 2024
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]