Xiangru Lian
13 papers · 2015–2021 · 4 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🏃 Academic Marathon (6) 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (12)
🏃
Academic Marathon
(6)
🧭
Keyword Pioneer
🤝
Dynamic Duo
(13)
🗃️
Keyword Collector
(63)
❓
The Questioner
💎
Century Club
(13)
🔥
Unstoppable
(5)
📈
Trend Setter
Conferences
ICML (5)
NIPS (5)
AISTATS (2)
IJCAI (1)
Top co-authors
Keywords
stochastic gradient descent
(6)
distributed learning
(5)
variance reduction
(2)
decentralized optimization
(2)
compositional optimization
(2)
gradient descent
(2)
error compensation
(2)
stochastic optimization
(2)
communication efficiency
(2)
asynchronous parallel
(2)
asynchronous parallel optimization
(2)
linear speedup
(2)
linear convergence
(2)
parallel computing
(1)
neural network optimization
(1)
non-convex optimization
(1)
distributed optimization
(1)
deep learning
(1)
nonconvex optimization
(1)
stochastic gradient
(1)
Papers
DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning
ICML 2021
1-bit Adam: Communication Efficient Large-Scale Training with Adam’s Convergence Speed
ICML 2021
DoubleSqueeze: Parallel Stochastic Gradient Descent with Double-pass Error-Compensated Compression
ICML 2019
Efficient Smooth Non-Convex Stochastic Compositional Optimization via Stochastic Recursive Gradient Descent
NIPS 2019
Revisit Batch Normalization: New Understanding and Refinement via Composition Optimization
AISTATS 2019
$D^2$: Decentralized Training over Decentralized Data
ICML 2018
Asynchronous Decentralized Parallel Stochastic Gradient Descent
ICML 2018
Finite-sum Composition Optimization via Variance Reduced Gradient Descent
AISTATS 2017
Can Decentralized Algorithms Outperform Centralized Algorithms? A Case Study for Decentralized Parallel Stochastic Gradient Descent
NIPS 2017
Staleness-Aware Async-SGD for Distributed Deep Learning
IJCAI 2016
Asynchronous Parallel Greedy Coordinate Descent
NIPS 2016
A Comprehensive Linear Speedup Analysis for Asynchronous Stochastic Parallel Optimization from Zeroth-Order to First-Order
NIPS 2016
Asynchronous Parallel Stochastic Gradient for Nonconvex Optimization
NIPS 2015