Lingxiao Huang
17 papers · 2016–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (9) π§ Keyword Pioneer π Interdisciplinary Bridge π Cross-Pollinator (6)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(27)
π§
Keyword Pioneer
π
Keyword Champion
(2)
π₯
Unstoppable
(6)
π
Century Club
(17)
β‘
Prolific Year
(5)
ποΈ
Keyword Collector
(57)
Conferences
ICML (8)
NIPS (5)
ICLR (3)
IJCAI (1)
Top co-authors
Keywords
approximation algorithm
(5)
fairness constraint
(4)
coreset construction
(3)
k-means clustering
(3)
communication complexity
(2)
submodular function
(2)
multiwinner voting
(2)
fair classification
(2)
ranking aggregation
(1)
maximum likelihood
(1)
data subsampling
(1)
euclidean space
(1)
graph clustering
(1)
sensitivity analysis
(1)
uniform sampling
(1)
false positive rate
(1)
time series clustering
(1)
query complexity
(1)
linear regression
(1)
distributed computing
(1)
Papers
A Mathematical Framework for AI-Human Integration in Work
ICML 2025
Improved Approximation Algorithms for $k$-Submodular Maximization via Multilinear Extension
ICLR 2025
The Power of Uniform Sampling for k-Median
ICML 2023
On Coresets for Clustering in Small Dimensional Euclidean spaces
ICML 2023
Subset Selection Based On Multiple Rankings in the Presence of Bias: Effectiveness of Fairness Constraints for Multiwinner Voting Score Functions
ICML 2023
Revocable Deep Reinforcement Learning with Affinity Regularization for Outlier-Robust Graph Matching
ICLR 2023
Near-optimal Coresets for Robust Clustering
ICLR 2023
Efficient Submodular Optimization under Noise: Local Search is Robust
NIPS 2022
Coresets for Vertical Federated Learning: Regularized Linear Regression and $K$-Means Clustering
NIPS 2022
Coresets for Time Series Clustering
NIPS 2021
Fair Classification with Noisy Protected Attributes: A Framework with Provable Guarantees
ICML 2021
Coresets for Regressions with Panel Data
NIPS 2020
Coresets for Clustering in Graphs of Bounded Treewidth
ICML 2020
Stable and Fair Classification
ICML 2019
Coresets for Clustering with Fairness Constraints
NIPS 2019
Multiwinner Voting with Fairness Constraints
IJCAI 2018
K-Means Clustering with Distributed Dimensions
ICML 2016