Headshot

Xinhao Liu (刘歆昊)

I am a senior undergraduate student at NYU Shanghai. My major is Honors Mathematics and Data Science. I'm currently doing my reserach in the AI4CE Lab, mentored by Prof. Chen Feng.

My research interest is the intersection of computer vision and robot perception. More specifically, I'm interested in how autonomous agents perceive, reason, and predict the environment through vision. My recent projects include topics like visual place recognition (VPR), LiDAR SLAM, and spatial reasoning.

Preprint

2022

DeepMapping2: Self-Supervised Large-Scale LiDAR Map Optimization
Submitted to CVPR 2023
Chao Chen*, Xinhao Liu*, Yiming Li, Li Ding, Chen Feng

2022

Self-Supervised Visual Place Recognition by Mining Temporal and Feature Neighborhoods
Chao Chen, Xinhao Liu, Xuchu Xu, Yiming Li, Li Ding, Ruoyu Wang, Chen Feng
[arXiv] [Github] [website]

Spring 2022

Self-supervised Learning for Object Detection
Final competition (rank 4/21) of CSCI-GA 2572 Deep Learning ( Prof. Yann Lecun, Prof. Alfredo Canziani )
Xinhao Liu, Haresh Rengaraj R, Zecheng Wang
[Report] [Github]

Fall 2021

Simulation of a Rocket Launch
Final project of MATH-UA 395 Special Topics ( Prof. Charles S. Peskin )
Xinhao Liu
[Report] [Github]

Fall 2021

Simulation of Vehicle on Ground
Mid-term project of MATH-UA 395 Special Topics ( Prof. Charles S. Peskin )
Xinhao Liu
[Report] [Github]

Spring 2021

Mask-Compatible Face Verification System
Final project of CSCI-SHU 360 Machine Learning ( Prof. Li Guo )
Xinhao Liu, Wenbin Qi
[Report] [Github]

Summer 2020

Parameter Estimation for SIR Model Using MCMC
DURF (Best Project) ( Prof. Xianbin Gu )
Xinhao Liu, Hongquan Liu, Kuntian Chen
[Report]

Spring 2020

Security Chat System
Final Project of CSCI-SHU 101 Introduction to Computer Science ( Prof. Li Guo , Prof. Xianbin Gu )
Xinhao Liu, Yuanxin Zhang
[Github] [Video]

2022

UGSRP Research Fund, NYU Tandon

2020, 2022

Dean's List for Academic Year, NYU Shanghai

2022

Phase 1 and 2 Winner, FRST Challenge

2020

Best Research Project, Undergraduate Research Symposium, NYU Shanghai

2020

Dean's Undergraduate Research Fund, NYU Shanghai

Texts

I write some notes for the paper I read during reserach occasionnaly. They can be found in my Zhihu(知乎) page

Photos

I love taking photos in my daily life and when I'm traveling. They can be found in my Portfolio page

Videos

Similar as photos, I love shooting videos of different topics. They can be found in my Bilibili page

Friends

Check out these amazing friends of mine:
Harry Lee | 李昊蕤
Hammond Liu | 刘浩铭
Zihan Shao | 邵子涵