Bicheng Ying
5 papers · 2016–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🏃 Academic Marathon (9) 🐝 Cross-Pollinator (11)
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Hot Topic Early Bird
Conferences
ICLR (1)
ICML (1)
IJCAI (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
convergence analysis
(2)
distributed learning
(2)
distributed optimization
(2)
neural network training
(2)
communication efficiency
(1)
optimization theory
(1)
stochastic gradient method
(1)
learning rate
(1)
data heterogeneity
(1)
client participation
(1)
model training
(1)
model convergence
(1)
momentum method
(1)
consensus algorithm
(1)
communication topology
(1)
decentralized stochastic gradient descent
(1)
convex function
(1)
snapshot mechanism
(1)
gossip protocol
(1)
gossip algorithm
(1)
Papers
Achieving Dimension-Free Communication in Federated Learning via Zeroth-Order Optimization
ICLR 2025
FAST: A Lightweight Mechanism Unleashing Arbitrary Client Participation in Federated Learning
IJCAI 2025
DSGD-CECA: Decentralized SGD with Communication-Optimal Exact Consensus Algorithm
ICML 2023
Exponential Graph is Provably Efficient for Decentralized Deep Training
NIPS 2021
On the Influence of Momentum Acceleration on Online Learning
JMLR 2016