Full-Stack Technology Leadership & AI Innovation
Selected Projects
Selected Projects
Selected Projects
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery & Data
Mining
VLDB
3rd IEEE
International Conference on Artificial Intelligence Circuits and Systems, AICAS 2021
International Conference on Machine Learning
International Conference on Machine Learning
Advances in Neural Information
Processing Systems
DoubleSqueeze
International Conference on Machine Learning
Proceedings of Machine Learning Research
D
2
International Conference on Machine Learning
International Conference on Machine Learning
Advances in Neural Information Processing Systems
International Conference on Artificial Intelligence and Statistics
Advances in Neural Information Processing Systems
Advances in
Neural Information Processing Systems
International Joint Conference on Artificial Intelligence
Advances in Neural Information Processing Systems
(
0.8
0.2
) Physical Review
B
Stochastic Recursive Variance Reduction for Efficient Smooth Non-
Convex Compositional Optimization
1912.13515 [stat.ML]
APM-
Squeeze: A Communication Efficient Adam-Preconditioned Momentum SGD Algorithm 2008 .
11343 [cs.DC]
Stochastic Recursive Momentum for Policy Gradient
Methods 2003.04302 [stat.ML]
Bagua! Distributed Communication Library
Technology best practices - Large scale GPU based learning system for ad recommendation
DoubleSqueeze: parallel stochastic gradient descent with double-pass error-compensated com-
pression
On model compression and distributed training of the Face Landmarks model
Asynchronous Parallel Empirical Variance Guided Algorithms for
the Thresholding Bandit Problem
Asynchronous Decentralized Parallel Stochastic Gradient Descent
D2: Decentralized Training over Decentralized Data
Accelerating Deep Learning via Decentralized Par-
allel Optimization
Asynchronous Parallel Stochastic Gradient for Nonconvex Optimization
io_uring
epoll
no_std
