Wed, 12/15/2021

I visited the General Robotics, Automation, Sensing & Perception (GRASP) Lab at University of Pennsylvania from Dec. 14 to Dec. 16.

I presented certifiable outlier-robust geometric perception at the GRASP Seminar Series on Dec. 15, check out the detailed annoucement...

Wed, 11/10/2021

Semidefinite relaxations, particularly the moment-SOS hierarchy (a.k.a. Lasserre's hierarchy), are a powerful tool for the global optimization of polynomial optimization problems. However, it is challenging to apply them to practical problems because they often lead to SDPs that are too large to...

Tue, 10/12/2021

I gave a talk about certifiable perception at the Robotics and Autonomous Systems Seminar of the Hong Kong University of Science and Technology (HKUST).

Fri, 10/08/2021

I gave a talk about certifiable perception at the research seminar at UNC Charlotte College of Computing and Informatics


Certifiable Outlier-Robust Geometric Perception: Robots that See through the Clutter with Confidence


Geometric perception is the...

Sat, 09/18/2021

I was featured by MIT Spotlight (front page of MIT) for "making self-driving cars safer through keener robot perception"!

See the spotlight here:

Thu, 09/16/2021

I gave a talk about certifiable perception at Cornell Robotics Seminar

Here is the link to the talk title/abstract:


Wed, 09/15/2021

This is "the" paper to read if you want to know more about certifiable geometric perception and to design trustworthy algorithms for robot perception.


Code: ...

Fri, 07/16/2021

The paper "Optimal Pose and Shape Estimation for Category-level 3D Object Perception", joint work with Jingnan Shi and Luca Carlone, is a Best Paper Award Finalist at Robotics: Science and Systems (RSS) 2021.

Check out the paper:


Sun, 07/11/2021

I am happy to be selected as one of the 30 Pioneers at Robotics: Science and Systems (RSS) 2021, for my research on "certifiable outlier-robust machine perception".

Check out the full list of Pioneers here:


Thu, 06/03/2021

The paper "Graduated Non-Convexity for Robust Spatial Perception: From Non-Minimal Solvers to Global Outlier Rejection" has won an IEEE Robotics and Automation Letters Best Paper Award Honorable Mention. Joint work with Pasquale Antonante, Vasileios Tzoumas, and Luca Carlone.