姓名: 刘桦
最后学位: 博士
职称: 助理研究员
公共职务:
导师岗位: 硕导
办公室: 210
电话: **
Email: liu.hua@mail.shufe.edu.cn


个人简介

刘桦博士2015年于香港科技大学获得博士学位（计算机科学与工程学，师从张连文教授），2009年于西安交通大学软件学院获得学士学位。现任上海财经大学信息管理与工程学院助理研究员。研究兴趣为人工智能：机器学习、概率图模型、贝叶斯网、金融科技等。


Biography
LIU, Hua is currently a assistant researcher at the Department of Computer Science, Shanghai University of Finance and Economics (SUFE). She obtained her Ph.D degree in computer science from The Hong Kong University of Science and Technology (HKUST) in 2015, supervised by Prof. Nevin L. ZHANG. Before that, she obtained her B.S. degree from the School of Software Engineering, Xi'an Jiao Tong University (XJTU) in 2009. Her research interests include Artificial Intelligence, Machine Learning, Probabilistic Graphical Models, Bayesian Networks, Fintech, etc.





教授课程

人工智能（2018-2019学年第一第二学期，2017-2018学年第二学期）
软件工程实践（2018-2019学年第二学期，2017-2018学年第二学期）
计算机科学导论（2018-2019学年第一学期, 2017-2018学年第一学期）


Teaching
Artificial Intelligence (2019 Spring, 2018 Fall, 2018 Spring)
Practice of Software Engineering (2019 Spring, 2018 Spring)
Introduction to Computer Science (2018 Fall, 2017 Fall)





科研项目

上海市青年科技英才扬帆计划项目， 贝叶斯网的迁移学习问题， 2018年5月 - 2021年4月



教育背景

BSc in Software Engineering: Xi'an Jiao Tong University, 2009
Ph.D in Computer Science and Engineering: Hong Kong University of Science and Technology, 2015


学术兼职
NIPS 2018, IJCAI 2019, 2018, AAAI 2019, 2018, UAI 2019, 2018, 2017 程序委员会委员


Professional Services
PC Member: NIPS18, IJCAI19, IJCAI18, AAAI19, AAAI18, UAI19, UAI18, UAI17





发表论文

[1] K. Poon, April Hua Liu, Nevin L. Zhang: UC-LTM: Unidimensional clustering using latent tree models for discrete data. International Journal of Approximate Reasoning 92: 392-409 (2018)
[2] April Hua Liu, K. Poon, Nevin Lianwen Zhang: Unidimensional Clustering of Discrete Data Using Latent Tree Models. AAAI 2015: 2771-2777
[3] T. Liu, Nevin L. Zhang, P. Chen, April Hua Liu, Leonard K. M. Poon, Yi Wang: Greedy learning of latent tree models for multidimensional clustering. Machine Learning 98(1-2): 301-330 (2015)
[4] April Hua Liu, K. Poon, Tengfei Liu, Nevin Lianwen Zhang: Latent tree models for rounding in spectral clustering. Neurocomputing 144: 448-462 (2014)
[5] K. Poon, Nevin L. Zhang, T. Liu, April Hua Liu: Model-based clustering of high-dimensional data: Variable selection versus facet determination. International Journal of Approximate Reasoning 54(1): 196-215 (2013)
[6] K. Poon, April H. Liu, Tengfei Liu, Nevin Lianwen Zhang: A Model-Based Approach to Rounding in Spectral Clustering. UAI 2012: 685-694
[7] Liu, Hua, Song Ruihua, Nie Jian Yun, Wen, Ji Rong: Building a Test Collection for Evaluating Search Result Diversity: A Preliminary Study. Proceedings of the SIGIR Workshop on the Future of IR Evaluation 31-32 (2009)





荣誉奖励

2018年第三届上海高校青年教师教学竞赛决赛优秀奖
2017年上海财经大学第二届青年教师教学竞赛理工组三等奖
香港科技大学研究生奖学金（全额）
西安交通大学优秀毕业生


Awards
Third-class Prize, The 2nd young teachers' teaching competition, Shanghai University of Finance and Economics, 2017
Postgraduate Scholarships, The Hong Kong University of Science and Technology, 2009-2015
Outstanding Graduates, Xi'an Jiao Tong University, 2009