Sifan Liu
8 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (6) π Cross-Pollinator (13) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(26)
π
Interdisciplinary Bridge
π
Keyword Champion
(2)
π
Trend Setter
Conferences
NIPS (3)
EMNLP (2)
JMLR (2)
ICLR (1)
Top co-authors
Keywords
random matrix theory
(2)
random projection
(2)
quasi-monte carlo
(2)
stochastic gradient
(1)
neural machine translation
(1)
information retrieval
(1)
knowledge distillation
(1)
privacy preservation
(1)
iterative sketching
(1)
markov chain monte carlo
(1)
asymptotic analysis
(1)
hypothesis testing
(1)
lasso regression
(1)
least squares regression
(1)
randomized hadamard transform
(1)
query complexity
(1)
distributed learning
(1)
variational inference
(1)
convergence rate
(1)
dimensionality reduction
(1)
Papers
Selective Inference with Distributed Data
JMLR 2025
MultiConIR: Towards Multi-Condition Information Retrieval
EMNLP 2025
Langevin Quasi-Monte Carlo
NIPS 2023
Quasi-Monte Carlo Quasi-Newton in Variational Bayes
JMLR 2021
WeChat Neural Machine Translation Systems for WMT20
EMNLP 2020
Ridge Regression: Structure, Cross-Validation, and Sketching
ICLR 2020
Optimal Iterative Sketching Methods with the Subsampled Randomized Hadamard Transform
NIPS 2020
Asymptotics for Sketching in Least Squares Regression
NIPS 2019