Rui Liu

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 12

Top Topics

Multi Armed Bandit

Random Sampling

Top Venues

Publications

Rui Liu, Barzan Mozafari
Transformer with Memory Replay. AAAI (2022)
Rui Liu, Young Jin Kim, Alexandre Muzio, Hany Hassan
Gating Dropout: Communication-efficient Regularization for Sparsely Activated Transformers. ICML (2022)
Rui Liu, Barzan Mozafari
Transformer with Memory Replay. CoRR (2022)
Rui Liu, Young Jin Kim, Alexandre Muzio, Barzan Mozafari, Hany Hassan Awadalla
Gating Dropout: Communication-efficient Regularization for Sparsely Activated Transformers. CoRR (2022)
Rui Liu, Barzan Mozafari
Communication-efficient Distributed Learning for Large Batch Optimization. ICML (2022)
Rui Liu, Tianyi Wu, Barzan Mozafari
Adam with Bandit Sampling for Deep Learning. NeurIPS (2020)
Harold S. Connamacher, Nikil Pancha, Rui Liu, Soumya Ray
Rankboost+: an improvement to Rankboost. Mach. Learn. 109 (1) (2020)
Rui Liu, Tianyi Wu, Barzan Mozafari
Adam with Bandit Sampling for Deep Learning. CoRR (2020)
Rui Liu, Tianyi Wu, Barzan Mozafari
A Bandit Approach to Maximum Inner Product Search. AAAI (2019)
Rui Liu, Tianyi Wu, Barzan Mozafari
A Bandit Approach to Maximum Inner Product Search. CoRR (2018)
Rui Liu, Soumya Ray
An Analysis of Boosted Linear Classifiers on Noisy Data with Applications to Multiple-Instance Learning. ICDM (2017)
Rui Liu, Wei Cheng, Hanghang Tong, Wei Wang, Xiang Zhang
Robust Multi-Network Clustering via Joint Cross-Domain Cluster Alignment. ICDM (2015)