Junyu Huang
11 papers · 2022–2026 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (9) π Interdisciplinary Bridge
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Grand Slam
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Dynamic Duo
(11)
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Century Club
(11)
π₯
Unstoppable
(5)
Conferences
AAAI (4)
ICML (2)
IJCAI (2)
NIPS (2)
ICLR (1)
Top co-authors
Keywords
approximation algorithm
(8)
k-means clustering
(4)
fair clustering
(2)
k-median clustering
(2)
fixed-parameter tractable
(2)
multi-swap local search
(2)
outlier detection
(2)
combinatorial optimization
(2)
euclidean space
(2)
fair-range clustering
(1)
fairness constraint
(1)
bicriteria approximation
(1)
linear time algorithm
(1)
local search algorithm
(1)
individually fair clustering
(1)
demographic fairness
(1)
local search
(1)
structural entropy
(1)
search space reduction
(1)
k-median objective
(1)
Papers
Linear Time Algorithms for Individually Fair k-means via Multi-Swap Local Search
AAAI 2026
A More Efficient Reduction from Outlier-Aware to Outlier-Free k-Median
AAAI 2026
Parameterized Approximation Algorithm for Doubly Constrained Fair Clustering
IJCAI 2025
New Algorithms for the Learning-Augmented k-means Problem
ICLR 2025
Fully-Scalable Massively Parallel Algorithm for k-center with Outliers
AAAI 2025
Parameterized Approximation Schemes for Fair-Range Clustering
NIPS 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
NIPS 2023
FLS: A New Local Search Algorithm for K-means with Smaller Search Space
IJCAI 2022