Weixuan Liang
13 papers · 2021–2026 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+6 more ↓ Show less ↑
๐ Academic Marathon (5) ๐งญ Keyword Pioneer ๐ Cross-Pollinator (3) ๐ Conference Polyglot (5) ๐ Interdisciplinary Bridge
๐
Interdisciplinary Bridge
๐
Cross-Pollinator
(3)
๐ค
Dynamic Duo
(11)
๐ฅ
Unstoppable
(5)
๐
Century Club
(12)
โก
Prolific Year
(5)
Conferences
ICML (6)
AAAI (4)
CVPR (1)
ICCV (1)
NIPS (1)
Top co-authors
Keywords
multi-view clustering
(4)
kernel methods
(3)
multiple kernel clustering
(3)
nystrรถm method
(2)
matrix factorization
(2)
consensus learning
(2)
power k-mean
(1)
clustering stability
(1)
consistency analysis
(1)
similarity learning
(1)
possibilistic clustering
(1)
kernel approximation
(1)
tensor decomposition
(1)
dimension reduction
(1)
graph-based clustering
(1)
multiple kernel learning
(1)
kernel clustering
(1)
parameter-free algorithm
(1)
excess risk bound
(1)
feature learning
(1)
Papers
Enhancing Kernel Power $K$-means: Scalable and Robust Clustering with Random Fourier Features and Possibilistic Method
AAAI 2026
On the Adversarial Robustness of Multi-Kernel Clustering
ICML 2025
COKE: Core Kernel for More Efficient Approximation of Kernel Weights in Multiple Kernel Clustering
ICML 2025
Incremental Nystrรถm-based Multiple Kernel Clustering
AAAI 2025
Large-scale Multi-view Tensor Clustering with Implicit Linear Kernels
CVPR 2025
Generalization Performance of Ensemble Clustering: From Theory to Algorithm
ICML 2025
Scalable Multiple Kernel Clustering: Learning Clustering Structure from Expectation
ICML 2024
Towards Resource-friendly, Extensible and Stable Incomplete Multi-view Clustering
ICML 2024
Consistency of Multiple Kernel Clustering
ICML 2023
Auto-Weighted Multi-View Clustering for Large-Scale Data
AAAI 2023
Stability and Generalization of Kernel Clustering: from Single Kernel to Multiple Kernel
NIPS 2022
Robust Graph-Based Multi-View Clustering
AAAI 2022
One-Pass Multi-View Clustering for Large-Scale Data
ICCV 2021