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Graduate Student
School of Information Science and Technology
ShanghaiTech University

Address

Room 1A-311, SIST Building
393 Middle Huaxia Road
Pudong, Shanghai, 201210, China

Contact

Email: penglz at shanghaitech.edu.cn

About Me (CV)

I am a master student at ShanghaiTech, advised by Manolis. I did my undergraduate at Zhejiang University.

I seek mathematical or algorithmic answers to the questions that arise in machine learning, computer vision, signal processing. The problems of interest to me include (but are not limited to)

1. homomorphic sensing (read this)
1.1. real phase retrieval
1.2. symmetric mixture of two linear regressions
1.3. unlabeled sensing
1.3.1. linear regression without correspondences
1.3.2. unlabeled ordered sensing
2. matrix completion
3. point set registration
4. robust PCA

In research I use tools from algebraic geometry and optimization. I am conducting research into homomorphic sensing using algebraic-geometric methods.

News

[May 10, 2021]
I defended my master thesis (slide). Committee members: Professor Yuanming Shi, Professor Laurent Kneip, Professor Ke Wei. I am available for a 40-min talk + 10-min Q & A if you are interested in my thesis.
[May 8, 2021]
One paper about sparse homomorphic sensing has been accepted to ICML 2021.
[May 1, 2021]
One paper about unsigned matrix completion has been accepted to ISIT 2021.
[March 13, 2021]
I accepted the PhD offer from the JHU ECE department as a research assistant of Professor René Vidal. See you soon at Baltimore.
[January 26, 2021]
Check our new manuscript about unlabeled principal component analysis (arXiv).
[December 27, 2020]
Have a look at the new version of our homomorphic sensing paper on arXiv.
[September 2018 –> Now]
I am doing research under the supervision of Professor Manolis C. Tsakiris.
[Spring 2018]
served as a teaching assistant for the course Advanced Geometry (lecture notes).

Calendars