Introduction

Yuxuan Liang (English: Yoshall Leung) is now in a joint Msc program between Xidian University and Microsoft Research Asia (MSRA). Currently, he is a research intern at Urban Computing Lab, JD Group, supervised by the Chief Data Scientist Yu Zheng. His research interests include spatio-temporal data mining, deep learning and ubiquitous computing.

Experiences

Algorithm Engineer Intern

2018.1 - Present
JD Group, Urban Computing Lab

Research Intern

2017.1 - 2018.1
Microsoft Research Asia, Urban Computing Group

Teaching Assitant

2016.9 - 2016.12
Xidian University, School of Computer Science and Technology

Research Intern

2015.12 - 2016.9
Microsoft Research Asia, Urban Computing Group

publications

GeoMAN: Multi-level Attention Networks for Geo-sensory Time Series Prediction
Yuxuan Liang, Songyu Ke, Junbo Zhang, Xiuwen Yi, Yu Zheng
27th International Joint Conference on Artificial Intelligence (IJCAI 2018)
[pdf] [poster (TBD)]


Inferring Traffic Cascading Patterns
Yuxuan Liang, Zhongyuan Jiang, Yu Zheng
25th International Conference on Advances in GIS (ACM SIGSPATIAL 2017)
[pdf] [homepage]


Urban Water Quality Prediction based on Multi-task Multi-view Learning
Ye Liu, Yu Zheng, Yuxuan Liang, Shuming Liu, David S. Rosenblum
25th International Joint Conference on Artificial Intelligence (IJCAI 2016)
[pdf] [homepage] [poster] [code]


Predicting Urban Water Quality with Ubiquitous Data
Ye Liu, Yuxuan Liang, Shuming Liu, David S Rosenblum, Yu Zheng
arXiv preprint arXiv:1610.09462, TKDE-16 Submission
[homepage]

Major Achievements

1. Outstanding winners of The Interdisciplinary Contest in Modeling 2015 [via] [Team]

2. CCF(China Computer Federation) outstanding student [via]

3. The star of graduates in Xidian University [via]

4. ACM/ICPC Shanxi province silver medal [via]

5. National scholarship (three times): 2015, 2016, 2017

6. National Lizhi scholarship: 2014

7. ACM SIGSPATIAL 2017 Travel Grants

Community Service

Reviewer
  • Information Sciences
  • Multimedia Tools and Applications
External Reviewer
  • 2018: KDD, SDM
  • 2017: KDD, CIKM, CCFAI
  • 2016: ICDM, SIGSPATIAL

Programming Skills

MATLAB

PYTHON

LATEX

TensorFlow & Keras

C#

C/C++

HTML/CSS/JavaScript

Photoshop