Xu Sun

Measuring and Relieving the Over-Smoothing Problem for Graph Neural Networks from the Topological View

Deli Chen, Yankai Lin, Wei Li et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 949 citations · Full text

Geometric Learning, Engineering, Machine Learning +18

Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach

Jingjing Xu, Xu Sun, Qi Zeng et al. · 2018 · 198 citations · Full text

Natural Language Processing, Artificial Intelligence, Applied Linguistics +14

Understanding and Improving Layer Normalization

Jingjing Xu, Xu Sun, Zhiyuan Zhang et al. · arXiv (Cornell University) · 2019 · 175 citations · Full text

Engineering, Machine Learning, Forward Normalization +19

Aligning Cross-Lingual Entities with Multi-Aspect Information

Hsiu-Wei Yang, Yanyan Zou, Peng Shi et al. · 2019 · 166 citations · Full text

Applied Linguistics, Natural Language Processing, Engineering +14

A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer

Fuli Luo, Peng Li, Jie Zhou et al. · 2019 · 156 citations · Full text

Artificial Intelligence, Structured Prediction, Engineering +20