9 citations · 14 across the 3 of their papers we have counts for
3 papers
cs.CV2021★ 1 cited
CE-Dedup: Cost-Effective Convolutional Neural Nets Training based on Image Deduplication
Xuan Li, Liqiong Chang, Xue Liu
Attributed to the ever-increasing large image datasets, Convolutional Neural Networks (CNNs) have become popular for vision-based tasks. It is generally admirable to have larger-si…
stat.ML2021★ 9 cited
Simpler, Faster, Stronger: Breaking The log-K Curse On Contrastive Learners With FlatNCE
Junya Chen, Zhe Gan, Xuan Li +10
InfoNCE-based contrastive representation learners, such as SimCLR, have been tremendously successful in recent years. However, these contrastive schemes are notoriously resource de…
cs.DC2019★ 4 cited
Write-Optimized and Consistent RDMA-based NVM Systems
Xinxin Liu, Yu Hua, Xuan Li +1
In order to deliver high performance in cloud computing, we generally exploit and leverage RDMA (Remote Direct Memory Access) in networking and NVM (Non-Volatile Memory) in end sys…