Yijun Xiao (肖逸君)

Ph.D. Student in Computer Science
UC Santa Barbara


Contact

Email: yijunxiao@cs.ucsb.edu
Address: 3530 Phelps Hall, UCSB


Links

Github
Google Scholar
UCSB NLP


About Me

 

I’m a first year Ph.D. Student in Computer Science at UC Santa Barbara. I’m in the UCSB NLP Group and my advisor is Professor William Y. Wang. My research interests are natural language processing and deep learning. More specifically, I’m interested in Bayesian approaches to neural generation of texts and their applications.

I received my M.S. in Data Science from NYU in 2016. I also hold a Bachelor’s from Tsinghua University and a Master’s degree from UC Davis both in Civil Engineering.


Publications & Preprints

 

Quantifying Uncertainties in Natural Language Processing Tasks
Yijun Xiao, William Yang Wang
AAAI 2019   [Paper]

Elastic Responding Machine for Dialog Generation with Dynamically Mechanism Selecting
Ganbin Zhou, Ping Luo, Yijun Xiao, Fen Lin, Bo Chen, Qing He
AAAI 2018   [Paper]

Tree-Structured Neural Machine for Linguistics-Aware Sentence Generation
Ganbin Zhou, Ping Luo, Rongyu Cao, Yijun Xiao, Fen Lin, Bo Chen, Qing He
AAAI 2018   [Paper]

Efficient character-level document classification by combining convolution and recurrent layers
Yijun Xiao, Kyunghyun Cho
arXiv:1602.00367   [Paper] [Code]


Teaching

 

Winter 2018 - CS40: Foundations of CS
Fall 2017 - CS40: Foundations of CS
Spring 2016 - DS-GA1008: Deep Learning
Spring 2016 - CSCI-UA0480: Intro to Machine Learning