Hanfang Yang
10 papers · 2020–2025 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (19) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (6) π Academic Marathon (5)
π
Cross-Pollinator
(10)
π
Renaissance Researcher
(5)
π
Century Club
(10)
Conferences
ICML (3)
JMLR (3)
ACL (1)
AISTATS (1)
NAACL (1)
NIPS (1)
Top co-authors
Research topics
Keywords
convergence rate
(3)
k-nearest neighbor
(2)
public datum
(2)
decision tree
(2)
convex optimization
(1)
density estimation
(1)
minimax optimality
(1)
nearest neighbor
(1)
gradient boosting
(1)
news recommendation
(1)
nonparametric classification
(1)
ensemble method
(1)
imbalanced classification
(1)
local differential privacy
(1)
gradient conflict
(1)
expected sub-sample size
(1)
classification tree
(1)
distance-based method
(1)
bagging technique
(1)
auc regret
(1)
Papers
Bagged Regularized k-Distances for Anomaly Detection
JMLR 2025
ALTER: Augmentation for Large-Table-Based Reasoning
NAACL 2025
Locally Private Estimation with Public Features
AISTATS 2025
Better Locally Private Sparse Estimation Given Multiple Samples Per User
ICML 2024
Optimal Locally Private Nonparametric Classification with Public Data
JMLR 2024
Decision Tree for Locally Private Estimation with Public Data
NIPS 2023
Extrapolated Random Tree for Regression
ICML 2023
Under-bagging Nearest Neighbors for Imbalanced Classification
JMLR 2022
MTRec: Multi-Task Learning over BERT for News Recommendation
ACL 2022
Boosted Histogram Transform for Regression
ICML 2020