Liyan Xie
8 papers · 2018–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (7) π Cross-Pollinator (11)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(24)
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Trend Setter
Conferences
NIPS (4)
AISTATS (3)
ICML (1)
Top co-authors
Keywords
diffusion model
(2)
distributionally robust optimization
(2)
wasserstein distance
(2)
contrastive learning
(1)
adversarial robustness
(1)
few-shot learning
(1)
metric learning
(1)
transfer learning
(1)
domain adaptation
(1)
change detection
(1)
uncertainty quantification
(1)
robust classification
(1)
robust statistics
(1)
conditional generation
(1)
granger causality
(1)
minimax optimization
(1)
synthetic data generation
(1)
hypothesis testing
(1)
network inference
(1)
statistical inference
(1)
Papers
Recurrent Neural Goodness-of-Fit Test for Time Series
AISTATS 2025
Transfer Learning for Diffusion Models
NIPS 2024
Distributionally Robust Quickest Change Detection using Wasserstein Uncertainty Sets
AISTATS 2024
Improving Adversarial Robustness Through the Contrastive-Guided Diffusion Process
ICML 2023
Distributionally robust weighted k-nearest neighbors
NIPS 2022
Uncertainty Quantification for Inferring Hawkes Networks
NIPS 2020
Nearly second-order optimality of online joint detection and estimation via one-sample update schemes
AISTATS 2018
Robust Hypothesis Testing Using Wasserstein Uncertainty Sets
NIPS 2018