Sifan Liu
9 papers · 2019–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(25)
🗃️
Keyword Collector
(50)
Venues
Top co-authors
Research topics
Machine Learning
(7)
Optimization & Theory
(6)
Mathematics & Optimization
(5)
Artificial Intelligence
(4)
Mathematics
(4)
Optimization
(4)
Core Methods
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Applications
(2)
Bayesian & Probabilistic · Machine Learning
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Core AI
(1)
Learning Paradigms
(1)
Learning Types
(1)
Keywords
random projection
(2)
quasi-monte carlo
(2)
random matrix theory
(2)
markov chain monte carlo
(2)
neural machine translation
(1)
information retrieval
(1)
stochastic gradient
(1)
privacy preservation
(1)
knowledge distillation
(1)
iterative sketching
(1)
distributed learning
(1)
asymptotic analysis
(1)
hypothesis testing
(1)
lasso regression
(1)
step size adaptation
(1)
bias correction
(1)
regularization parameter
(1)
least squares regression
(1)
query complexity
(1)
ridge regression
(1)
Papers
The Within-Orbit Adaptive Leapfrog No-U-Turn Sampler
JMLR 2026
MultiConIR: Towards Multi-Condition Information Retrieval
EMNLP 2025
Selective Inference with Distributed Data
JMLR 2025
Langevin Quasi-Monte Carlo
NeurIPS 2023
Quasi-Monte Carlo Quasi-Newton in Variational Bayes
JMLR 2021
Optimal Iterative Sketching Methods with the Subsampled Randomized Hadamard Transform
NeurIPS 2020
Ridge Regression: Structure, Cross-Validation, and Sketching
ICLR 2020
WeChat Neural Machine Translation Systems for WMT20
EMNLP 2020
Asymptotics for Sketching in Least Squares Regression
NeurIPS 2019