Boyue Li
7 papers · 2017–2022 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (5) π Cross-Pollinator (9)
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Renaissance Researcher
(7)
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Interdisciplinary Bridge
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Taxonomy Completionist
(28)
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Trend Setter
Conferences
NIPS (4)
AISTATS (1)
EMNLP (1)
JMLR (1)
Top co-authors
Research topics
Keywords
gradient tracking
(3)
federated learning
(3)
decentralized optimization
(2)
communication compression
(2)
distributed optimization
(2)
communication efficiency
(2)
variance reduction
(2)
state estimation
(1)
nonparametric estimation
(1)
maximum mean discrepancy
(1)
integer linear programming
(1)
nonparametric density estimation
(1)
local averaging
(1)
dynamical system
(1)
minimax rate
(1)
recurrent neural network
(1)
generative adversarial network
(1)
adversarial loss
(1)
biomedical text
(1)
decentralized network
(1)
Papers
BEER: Fast $O(1/T)$ Rate for Decentralized Nonconvex Optimization with Communication Compression
NIPS 2022
SoteriaFL: A Unified Framework for Private Federated Learning with Communication Compression
NIPS 2022
Communication-Efficient Distributed Optimization in Networks with Gradient Tracking and Variance Reduction
JMLR 2020
Communication-Efficient Distributed Optimization in Networks with Gradient Tracking and Variance Reduction
AISTATS 2020
Extraction Meets Abstraction: Ideal Answer Generation for Biomedical Questions
EMNLP 2018
Nonparametric Density Estimation under Adversarial Losses
NIPS 2018
Predictive State Recurrent Neural Networks
NIPS 2017