Xiyang Liu
11 papers · 2019–2025 · 6 conferences · across top CS/AI conferences
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Conferences
NIPS (5)
COLT (2)
ECCV (1)
ICCV (1)
ICML (1)
NAACL (1)
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Research topics
Keywords
differential privacy
(6)
dimensionality reduction
(1)
mean estimation
(1)
adversarial robustness
(1)
few-shot learning
(1)
convex optimization
(1)
principal component analysis
(1)
parameter estimation
(1)
prototype learning
(1)
optimal transport
(1)
relation extraction
(1)
data annotation
(1)
robust statistics
(1)
sample complexity
(1)
stochastic gradient descent
(1)
pseudo labeling
(1)
deep learning
(1)
map estimation
(1)
vector quantization
(1)
federated learning
(1)
Papers
Improving Data Annotation for Low-Resource Relation Extraction with Logical Rule-Augmented Collaborative Language Models
NAACL 2025
Insufficient Statistics Perturbation: Stable Estimators for Private Least Squares Extended Abstract
COLT 2024
Prototypes-oriented Transductive Few-shot Learning with Conditional Transport
ICCV 2023
Hierarchical Vector Quantized Transformer for Multi-class Unsupervised Anomaly Detection
NIPS 2023
Label Robust and Differentially Private Linear Regression: Computational and Statistical Efficiency
NIPS 2023
Differential privacy and robust statistics in high dimensions
COLT 2022
DP-PCA: Statistically Optimal and Differentially Private PCA
NIPS 2022
KO codes: inventing nonlinear encoding and decoding for reliable wireless communication via deep-learning
ICML 2021
Robust and differentially private mean estimation
NIPS 2021
Adaptive Mixture Regression Network with Local Counting Map for Crowd Counting
ECCV 2020
Minimax Optimal Estimation of Approximate Differential Privacy on Neighboring Databases
NIPS 2019