SIQI LIANG
4 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Bayesian & Probabilistic · Machine Learning
(2)
Learning Types
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Natural Language Processing
(1)
Application Areas
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Resources & Methods
(1)
Keywords
markov chain monte carlo
(2)
federated learning
(1)
stochastic gradient
(1)
representation learning
(1)
in-context learning
(1)
text generation
(1)
posterior sampling
(1)
communication efficiency
(1)
communication compression
(1)
stochastic gradient langevin dynamics
(1)
uncertainty estimation
(1)
sufficient dimension reduction
(1)
stochastic neural network
(1)
client optimization
(1)
server optimization
(1)
adaptive stochastic gradient
(1)
noise detection
(1)
sample cleanliness score
(1)
dual debiasing
(1)
model compression
(1)