About

I am a first-year master student major in Machine Learning at Machine Learning Department of Carnegie Mellon University. Before that, I received bachelor degree with honors in Computer Science from Zhejiang University.


I am actively looking for Machine Learning/ Software Engineering/ Data Science 2018 summer internship in USA. If you are interested in my background, please do not hesitate to contact me!

Experience

Carnegie Mellon UniversitySep 2017 - Onward

Research Assistant

Machine Learning Department, advised by Professor William W. Cohen.

Microsoft Research AsiaFeb 2017 - June 2017

Full time Intern

Machine Learning Group, advised by Dr. Tao Qin.

Univ. of IL at Urbana-ChampaignJune 2016 - Oct 2016

Research Intern

Department of Computer Science, advised by Professor Kevin Chang.

Zhejiang UniversitySep 2014 - May 2016

Research Assistant

Institute of Artificial Intelligence, advised by Professor Zhou Zhao.

Projects

You can find the codes ...

Naive Bayes with Hadoop API

Implemented a Naive Bayes program in the Hadoop MapReduce framework. Tested the Hadoop API MapReduce job with DBpedia dataset (1.1 GB) on Amazon Web Service (AWS).

3D Interior Scene Roaming System

Created a 3D interior scene roaming system using C++ based on OpenGL (2,000+ lines) that enables real-time collision detection; the rendering of the display is smooth, FPS = 100 when vertical sync closed.

Mini-SQL

Built a database management system using Java (4,000+ lines), which supports the creation / deletion of the table, creation / deletion of the index, and insertion / deletion / lookup of the table record. Implemented a Linux API which allows users to enter standard SQL statements.

Publications

3. Decoding with Value Networks for Neural Machine Translation PDF Link

Di He, Hanqing Lu, Yingce Xia, Tao Qin , Liwei Wang, Tieyan Liu

The 31st Annual Conference on Neural Information Processing Systems (NIPS), 2017.

2. Community-based Question Answering via Asymmetric Multi-Faceted Ranking Network Learning PDF Link

Zhou Zhao, Hanqing Lu, Vincent W. Zheng, Deng Cai, Xiaofei He, Yueting Zhuang

The 31st AAAI Conference on Artificial Intelligence (AAAI), 2017.

1. Microblog Sentiment Classification via Recurrent Random Walk Network Learning PDF Link

Zhou Zhao, Hanqing Lu, Deng Cai, Xiaofei He, Yueting Zhuang

The 26th International Joint Conference on Artificial Intelligence (IJCAI), 2017.

Miscellaneous

  • Python, C++, Java, C, Shell, SQL, HTML, PHP
  • PyTorch, Theano, Tensorflow, MATLAB, Hadoop, Pig
  • Chinese (Native); English (Proficient)
  • NBA (Super fan of Golden State Warriors)