Ziyun Huang
12 papers · 2021–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (10) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) 🌈 Renaissance Researcher (5)
🌉
Interdisciplinary Bridge
🏆
Grand Slam
👑
Triple Crown
🤝
Dynamic Duo
(12)
🔥
Unstoppable
(5)
💎
Century Club
(12)
Conferences
ICLR (4)
AAAI (2)
ICML (2)
NIPS (2)
IJCAI (1)
UAI (1)
Top co-authors
Keywords
approximation algorithm
(5)
k-means clustering
(2)
local search algorithm
(2)
combinatorial optimization
(2)
outlier detection
(1)
euclidean space
(1)
graph-based clustering
(1)
outlier removal
(1)
clustering algorithm
(1)
distributed algorithm
(1)
deep neural network
(1)
ensemble method
(1)
k-center clustering
(1)
sampling method
(1)
uncertainty calibration
(1)
column subset selection
(1)
local search
(1)
structural entropy
(1)
search space reduction
(1)
post-hoc calibration
(1)
Papers
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
Fully-Scalable Massively Parallel Algorithm for k-center with Outliers
AAAI 2025
SEC: More Accurate Clustering Algorithm via Structural Entropy
AAAI 2024
Near-Linear Time Approximation Algorithms for k-means with Outliers
ICML 2024
Linear Time Approximation Algorithm for Column Subset Selection with Local Search
NIPS 2024
Linear Time Algorithms for k-means with Multi-Swap Local Search
NIPS 2023
Progressive Voronoi Diagram Subdivision Enables Accurate Data-free Class-Incremental Learning
ICLR 2023
Fast Algorithms for Distributed k-Clustering with Outliers
ICML 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