- A Hierarchical Career-Path-Aware Neural Network for Job Mobility Prediction [KDD 2019] Qingxin Meng (Rutgers- the State University of New Jersey);Hengshu Zhu (Baidu);Keli Xiao (Stony Brook University);Le Zhang (School of Computer Science, University of Science and Technology of China);Hui Xiong (Rutgers- the State University of New Jersey)
- Problem: Data diverse diffucult to encode.(sequence data, multi-type)
- Data Encoder to solve hierarchical information
- Local + Global Attention
- evaluation
- TableSense: Spreadsheet Table Detection with Convolutional Neural Networks [AAAI 2019] Haoyu Dong, Shijie Liu, Shi Han, Zhouyu Fu, Dongmei Zhang.
- detection table boundary from spreadsheet.
- CNN base + Loss smooth L1 Loss.