Xin Li (李鑫)
I currently work as a Research Assistant at Nanyang Technological University (NTU) , Singapore, under the supervision of Prof. Chau Yuen I obtained my Master's degree from Peking University and Bachelor's degree from Northeastern University (CN) I am passionate about developing algorithms that enable robots to understand the world around them.
News
- Oct. 2024: 🎉 Celebrating the academic milestone of reaching 100 citations on Google Scholar! May  2024: Honored to be invited as a reviewer for NeurIPS 2024. Apr. 2024: Beginning my new journey at Nanyang Technological University as a Research Assistant.
Publications
Here are some of the papers I've published. You can also find them
Google Scholar
.
(* equal contribution)
-
PVI-DSO: Leveraging Planar Regularities for Direct Sparse Visual-Inertial Odometry
Authors: Bo Xu , Xin Li , Jingrong Wang , Chau Yuen , Jiancheng LiPublished in: IEEE Sensors Journal , 2023
Links: PDF / arXiv / code -
Deep learning-based channel estimation for double-RIS aided massive MIMO system
Authors: Mengbing Liu , Xin Li , Boyu Ning , Chongwen Huang , Sumei Sun , Chau YuenPublished in: IEEE Wireless Communications Letters (WCL) , 2022
Links: PDF / arXiv -
Leveraging Planar Regularities for Point Line Visual-Inertial Odometry
Authors: Xin Li* , Yijia He* , Jinlong Lin , Xiao LiuPublished in: IROS , 2020
Links: PDF / arXiv / video / code -
Co-planar parametrization for stereo-SLAM and visual-inertial odometry
Authors: Xin Li* , Yanyan Li* , Evin Pinar Örnek , Jinlong Lin , Federico TombariPublished in: IEEE Robotics and Automation Letters (RA-L) , 2020
Links: PDF / arXiv / code
|
|
|
|
Education
M.Eng. | Peking University | 2018.09 - 2021.07 |
---|---|---|
Thesis: Multi-feature Simultaneous Localization and Mapping with coplanar constraints Supervisor: Prof. Jinlong Lin (林金龙) | ||
|
||
B.Eng. | Northeastern University (CN) | 2014.09 - 2018.07 |
Experience
Research Assistant | Nanyang Technological University | 2024.04 - Present |
---|---|---|
SUTD, Singapore | 2021.09 - 2022.03 | |
Supervised by Prof. Chau Yuen | ||
|
||
SLAM Engineer | Gaussian Robotics, Singapore | 2022.03 - 2024.03 |
|
||
Research Intern | Microsoft Research Asia, Beijing | 2020.09 - 2021.04 |
Supervised by Dr. Yang Liu (刘洋) Dr. Yizhong Zhang (张译中) | ||
Megvii (a.k.a Face++), Beijing | 2019.05 - 2020.03 | |
Supervised by Dr. Yijia He (贺一家) |
Academic Services
Conference Reviewer:
IROS (2021, 2022), ICRA (2022, 2023, 2025), NeurIPS (2024), ICLR (2025), AISTATS(2025)
Journal Reviewer:
IEEE RA-L, IEEE TIM
Xin Li | Homepage on Github