Liyuan Xu
11 papers · 2018–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (7) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (6) π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
π
Conference Polyglot
(6)
π
Academic Marathon
(7)
π
Grand Slam
π
Century Club
(11)
π
Conference Pioneer
Conferences
AISTATS (4)
ICLR (2)
NIPS (2)
AAAI (1)
ICML (1)
JMLR (1)
Top co-authors
Keywords
causal inference
(2)
reinforcement learning
(1)
arm selection
(1)
off-policy evaluation
(1)
nonparametric bayesian
(1)
online learning
(1)
binary classification
(1)
variational inference
(1)
bayesian inference
(1)
similarity learning
(1)
preference learning
(1)
sample complexity
(1)
regret minimization
(1)
learning to rank
(1)
metric learning
(1)
importance weighting
(1)
bellman error
(1)
kernel bayes rule
(1)
multi-armed bandit
(1)
representation learning
(1)
Papers
Kernel Single Proxy Control for Deterministic Confounding
AISTATS 2025
Density Ratio-based Proxy Causal Learning Without Density Ratios
AISTATS 2025
A Neural Mean Embedding Approach for Back-door and Front-door Adjustment
ICLR 2023
On Instrumental Variable Regression for Deep Offline Policy Evaluation
JMLR 2022
Pairwise Supervision Can Provably Elicit a Decision Boundary
AISTATS 2022
Importance Weighted Kernel Bayesβ Rule
ICML 2022
Learning Deep Features in Instrumental Variable Regression
ICLR 2021
Deep Proxy Causal Learning and its Application to Confounded Bandit Policy Evaluation
NIPS 2021
Dueling Bandits with Qualitative Feedback
AAAI 2019
Uncoupled Regression from Pairwise Comparison Data
NIPS 2019
A fully adaptive algorithm for pure exploration in linear bandits
AISTATS 2018