Ziyun Huang
12 papers · 2021–2025 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (23) π€ Dynamic Duo (12)
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Grand Slam
π€
Dynamic Duo
(12)
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Keyword Champion
(3)
π₯
Unstoppable Β· Bronze
ποΈ
Keyword Collector
(55)
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Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(11)
Core Methods
(8)
Mathematics & Optimization
(6)
Optimization
(6)
Optimization & Theory
(5)
Learning Types
(3)
Artificial Intelligence
(2)
Computer Science
(2)
Data Science & Analytics
(2)
Deep Learning
(2)
Application Areas
(2)
Applications
(2)
Architectures
(2)
Core AI
(1)
Foundations
(1)
Keywords
approximation algorithm
(6)
voronoi diagram
(3)
k-means clustering
(3)
combinatorial optimization
(2)
local search algorithm
(2)
matrix factorization
(1)
entropy minimization
(1)
catastrophic forgetting
(1)
class-incremental learning
(1)
test-time adaptation
(1)
data-free learning
(1)
outlier detection
(1)
euclidean space
(1)
graph-based clustering
(1)
few-shot learning
(1)
sampling
(1)
k-means
(1)
outliers
(1)
clustering algorithm
(1)
outlier removal
(1)
Papers
Fully-Scalable Massively Parallel Algorithm for k-center with Outliers
AAAI 2025
New Algorithms for the Learning-Augmented k-means Problem
ICLR 2025
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram
ICLR 2025
Linear Time Approximation Algorithm for Column Subset Selection with Local Search
NeurIPS 2024
Near-Linear Time Approximation Algorithms for k-means with Outliers
ICML 2024
SEC: More Accurate Clustering Algorithm via Structural Entropy
AAAI 2024
Fast Algorithms for Distributed k-Clustering with Outliers
ICML 2023
Linear Time Algorithms for k-means with Multi-Swap Local Search
NeurIPS 2023
Progressive Voronoi Diagram Subdivision Enables Accurate Data-free Class-Incremental Learning
ICLR 2023
Few-shot Learning via Dirichlet Tessellation Ensemble
ICLR 2022
FLS: A New Local Search Algorithm for K-means with Smaller Search Space
IJCAI 2022
Improving uncertainty calibration of deep neural networks via truth discovery and geometric optimization
UAI 2021