Haifeng Chen

A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction

Yao Qin, Dongjin Song, Haifeng Chen et al. · arXiv (Cornell University) · 2017 · 375 citations · Full text

Forecasting Methodology, Sequence Modelling, Engineering +13

Parameterized Explainer for Graph Neural Network

Dongsheng Luo, Wei Cheng, Dongkuan Xu et al. · arXiv (Cornell University) · 2020 · 211 citations · Full text

Engineering, Machine Learning, Network Analysis +16

You Are What You Do: Hunting Stealthy Malware via Data Provenance Analysis

Qi Wang, Wajih Ul Hassan, Ding Li et al. · 2020 · 200 citations · Full text

Interpretable Click-Through Rate Prediction through Hierarchical Attention

Zeyu Li, Wei Cheng, Yang Chen et al. · 2020 · 120 citations · Full text

Natural Language Processing, Structured Prediction, Large Ai Model +14

Robust Graph Representation Learning via Neural Sparsification

Cheng Zheng, Bo Zong, Wei Cheng et al. · 2020 · 102 citations

Graph Sparsity, Graph Representation Learning, Graph Theory +6