Zhenwei Dai | DeepAI

AI Chat

Featured Co-authors

Anshumali Shrivastava
73 publications
George Karypis
69 publications
Anastasios Kyrillidis
66 publications
Reinhard Heckel
45 publications
Christos Faloutsos
39 publications
Aditya Desai
9 publications
Chen Dun
8 publications
Yuxin Tang
7 publications
Soji Adeshina
7 publications
Vasileios Ioannidis
2 publications
Zak Jost
1 publication

∙ 06/09/2022

ScatterSample: Diversified Label Sampling for Data Efficient Graph Neural Network Learning

What target labels are most effective for graph neural network (GNN) tra...

24 Zhenwei Dai, et al. ∙

∙ 10/23/2021

Federated Multiple Label Hashing (FedMLH): Communication Efficient Federated Learning on Extreme Classification Tasks

Federated learning enables many local devices to train a deep learning m...

3 Zhenwei Dai, et al. ∙

∙ 10/29/2020

Active Sampling Count Sketch (ASCS) for Online Sparse Estimation of a Trillion Scale Covariance Matrix

Estimating and storing the covariance (or correlation) matrix of high-di...

0 Zhenwei Dai, et al. ∙

∙ 10/21/2019

Adaptive Learned Bloom Filter (Ada-BF): Efficient Utilization of the Classifier

Recent work suggests improving the performance of Bloom filter by incorp...

0 Zhenwei Dai, et al. ∙

∙ 07/22/2019

Channel Normalization in Convolutional Neural Network avoids Vanishing Gradients

Normalization layers are widely used in deep neural networks to stabiliz...

0 Zhenwei Dai, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world