Personal Info

Junlong Liu
Male, 1992.3
Interests: Machine Learning/NLP
Email: junlong@mail.ustc.edu.cn
Github: https://github.com/omgteam

Education

University of Science and Technology of China

  • M.S. in Computer Science, Machine Learning, Class of 2014
  • Research and development in chat bots and customer service bots

    Beihang University

  • B.S. in Computer Science, Class of 2010
  • Graduation Project: Object Recognition based on Deep Learning and Conditional Probability

Experience

Chatbot research and development, Startup

  • Research and Development Intern Spring 2016 - Summer 2016
    – Role: Implementation, training and deployment of customer service bots and chatbots
    – Highlight: Fusion of recurrent neural network and information retrieval techniques; trying Deep reinforcement learning to make chatbots more intelligent

    Large-scale Machine Learning Platform, Tencent Inc.

  • USTC-Tencent Corporation Project Winter 2014 - Spring 2015

    Redundancy elimination system, Microsoft Research Asia

  • Research Intern, Multimedia Computing Group, Winter 2013 - Spring 2014

    Dep. of Recommendation and Personalization, Baidu Inc.

  • Engineer Intern, Summer 2013 - Fall 2013

    Technical Skills

    Languages & OS: Tensorflow, Python, C/C++, Scala, Unix/Linux based OS’s

    Awards & Honors

    2014 1th place among 16 teams in Biological HPC Application, world final of Asia Student Supercomputer Challenge
    2014 1th price among over 70 teams, preliminary contest of Asia Student Supercomputer Challenge 2013 1th price in Beijing Region of the “Blue Bridge Cup” National Software Design Contest
    2013 3rd price in National final of the “Blue Bridge Cup” National Software Design Contest Publication & Patent & Software Copyright
    2016 Paper: A trajactory-based approach for object detection from video, IJCNN
    2016 Paper: Faster decision tree induction with Impurity-based Heuristic Schema, IDEAL 2013 Patent: An Design of Deduplication Filesystem, CN103345472A
    2013 Software copyright: An Design of Deduplication Filesystem 2013SR104488
    
    date 2016-08-06 11:38:40