Rui Liu

According to our database, Rui Liu authored at least 9 papers between 2015 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

Gating Dropout: Communication-efficient Regularization for Sparsely Activated Transformers.

Rui Liu, Young Jin Kim, Alexandre Muzio, Barzan Mozafari, Hany Hassan Awadalla

CoRR, 2022

Communication-efficient Distributed Learning for Large Batch Optimization.

Rui Liu, Barzan Mozafari

Proceedings of the International Conference on Machine Learning, 2022

Gating Dropout: Communication-efficient Regularization for Sparsely Activated Transformers.

Rui Liu, Young Jin Kim, Alexandre Muzio, Hany Hassan

Proceedings of the International Conference on Machine Learning, 2022

Transformer with Memory Replay.

Rui Liu, Barzan Mozafari

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2020

Rankboost+: an improvement to Rankboost.

Harold S. Connamacher, Nikil Pancha, Rui Liu, Soumya Ray

Mach. Learn., 2020

Adam with Bandit Sampling for Deep Learning.

Rui Liu, Tianyi Wu, Barzan Mozafari

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

A Bandit Approach to Maximum Inner Product Search.

Rui Liu, Tianyi Wu, Barzan Mozafari

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2017

An Analysis of Boosted Linear Classifiers on Noisy Data with Applications to Multiple-Instance Learning.

Rui Liu, Soumya Ray

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

2015

Robust Multi-Network Clustering via Joint Cross-Domain Cluster Alignment.

Rui Liu, Wei Cheng, Hanghang Tong, Wei Wang, Xiang Zhang

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015