Junyu Huang
11 papers · 2022–2026 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+4 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (14) π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird π€ Dynamic Duo (11)
π
Grand Slam
π¬
Deep Specialist
(10)
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
Venues
Top co-authors
Research topics
Keywords
approximation algorithm
(9)
k-means clustering
(5)
k-median clustering
(2)
combinatorial optimization
(2)
outlier detection
(2)
fair clustering
(2)
euclidean space
(2)
multi-swap local search
(2)
fixed-parameter tractable
(2)
data summarization
(1)
clustering algorithm
(1)
outlier removal
(1)
distributed algorithm
(1)
group fairness
(1)
sampling
(1)
bicriteria approximation
(1)
k-means
(1)
fairness constraint
(1)
fair-range clustering
(1)
sampling method
(1)
Papers
A More Efficient Reduction from Outlier-Aware to Outlier-Free k-Median
AAAI 2026
Linear Time Algorithms for Individually Fair k-means via Multi-Swap Local Search
AAAI 2026
Fully-Scalable Massively Parallel Algorithm for k-center with Outliers
AAAI 2025
New Algorithms for the Learning-Augmented k-means Problem
ICLR 2025
Parameterized Approximation Algorithm for Doubly Constrained Fair Clustering
IJCAI 2025
Near-Linear Time Approximation Algorithms for k-means with Outliers
ICML 2024
Parameterized Approximation Schemes for Fair-Range Clustering
NeurIPS 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
FLS: A New Local Search Algorithm for K-means with Smaller Search Space
IJCAI 2022