Qilong Feng
14 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
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (19) π€ Dynamic Duo (11)
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Deep Specialist
(11)
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Grand Slam
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Renaissance Researcher
(5)
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Unstoppable Β· Bronze
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Machine Learning
(13)
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(11)
Mathematics & Optimization
(10)
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(10)
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(6)
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(4)
Computer Science
(2)
Data Science & Analytics
(2)
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(2)
Artificial Intelligence
(1)
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(1)
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(1)
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(1)
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approximation algorithm
(11)
k-means clustering
(5)
fair clustering
(3)
outlier detection
(2)
local search
(2)
euclidean space
(2)
fixed-parameter tractable
(2)
multi-swap local search
(2)
combinatorial optimization
(2)
k-median clustering
(2)
local search algorithm
(2)
sampling
(1)
k-means
(1)
clustering algorithm
(1)
outliers
(1)
matrix factorization
(1)
sampling method
(1)
data summarization
(1)
k-center clustering
(1)
group fairness
(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
RAPID: Long-Context Inference with Retrieval-Augmented Speculative Decoding
ICML 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
Parameterized Approximation Schemes for Fair-Range Clustering
NeurIPS 2024
SEC: More Accurate Clustering Algorithm via Structural Entropy
AAAI 2024
Towards a Theoretical Understanding of Why Local Search Works for Clustering with Fair-Center Representation
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