Lei Xu

Ph.D. Student [CV]
Room: 32-D712
Email: leix@mit.edu
Laboratory for Information & Decision Systems
Electronic Engineering and Computer Science
Massachusetts Institute of Technology

About Me

I'm a third-year Ph.D. student in EECS at MIT. I'm working with Dr. Kalyan Veeramachaneni in Data to AI Lab at LIDS. I expect to receive my M.S. in Feb. 2020. Before I came here, I worked with Zhiyuan Liu(THU) and J. Zico Kolter(CMU) during my undergrad. I got B.Eng. degree in Computer Science and Technology at Tsinghua University in June 2017.

My research interests lie in applying deep learning, unsupervised learning on practical challenges. During the past few years, I worked on several interesting topics including generative adversarial networks, sequence-to-sequence text summarization, word embeddings and deep reinforcement learning. During my PhD, I would like to tackle challenges in helping machines to understand big data, for example using GANs to model tabular data, using CNNs to understand data visualization.

Collaborators

I am fortunate to work with these great people: Kalyan Veeramachaneni(MIT), Zhiyuan Liu(THU), J. Zico Kolter(CMU), Qingqing Huang(Google), Xinxiong Chen(THU), Brandon Amos(CMU), Ziyun Wang(THU).

Experiences

  • Google: Software Engineer (Research) Intern (2019/05~2019/08)
  • Shannon.AI: Software Engineer Intern (2018/05~2018/08)

News

Modeling Tabular data using Conditional GAN

Input Convex Neural Networks

THUNLP/TensorFlow-Summarization