Jiacheng Zhuo

Ph.D. student Computer Science Department University of Texas at Austin Advisor: Constantine Caramanis Find me: jzhuo at utexas dot edu

whoami

Jiacheng is a Computer Science Ph.D. student at the University of Texas at Austin, working with professor Constantine Caramanis.

He is interested in optimization and statistics, and their applications in Machine Learning, Computer Graphics, Computer Vision, and so on.

In the summer of 2017, he graduated from the Chinese University of Hong Kong, with a bachelor's degree of Computer Science (the First Class Honour) and a minor in Statistics.

• On the computational and statistical complexity of over-parameterized matrix sensing
  Jiacheng Zhuo, Jeongyeol Kwon, Nhat Ho, Constantine Caramanis
  Working Paper

• Predicting What You Already Know Helps: Provable Self-Supervised Learning
  (* Alphabetical order) Jason D. Lee*, Qi Lei*, Nikunj Saunshi*, Jiacheng Zhuo*.
  Preprint

• Robust Structured Statistical Estimation via Conditional Gradient Type Methods
  Jiacheng Zhuo, Liu Liu, Constantine Caramanis.
  Preprint

• Communication-Efficient Asynchronous Stochastic Frank-Wolfe over Nuclear-norm Balls
  Jiacheng Zhuo, Qi Lei, Alexandros G Dimakis, Constantine Caramanis.
  AISTATS 2020

• Primal-Dual Block Frank-Wolfe
  (* Both authors contributed equally.) Qi Lei*, Jiacheng Zhuo*, Constantine Caramanis, Inderjit S Dhillon, Alexandros G Dimakis.
  NeurIPS 2019

• K-Best Transformation Synchronization
  (* Both authors contributed equally.) Yifan Sun*, Jiacheng Zhuo*, Arnav Mohan, Qixing Hunag.
  ICCV 2019

• Weaving Geodesic Foliations
  Josh Vekhter, Jiacheng Zhuo, Luisa F Gil Fandino, Qixing Huang and Etienne Vouga.
  ACM Transaction on Graphics 38(4) (Proc. Siggraph 2019)

• Bottom-up Object Detection by Grouping Extreme and Center Points
  Xingyi Zhou, Jiacheng Zhuo, Philipp Kraehenbuehl.
  CVPR 2019

• Dell Technology, Round Rock TX;
  Intern 2019 Jun - 2019 Aug
  Black box optimization with applications to design of experiments.

• Sparkcognition, Austin TX;
  Intern 2018 May - 2018 Aug
  Small object detection and object detection under aerial view.