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Papers
A Differentially Private Clustering Algorithm for Well-Clustered Graphs
ICLR 2024
An Optimal Transport View for Subspace Clustering and Spectral Clustering
AAAI 2024
A Poincaré Inequality and Consistency Results for Signal Sampling on Large Graphs
ICLR 2024
Causal Customer Churn Analysis with Low-rank Tensor Block Hazard Model
ICML 2024
Community Detection Guarantees using Embeddings Learned by Node2Vec
NeurIPS 2024
Contrastive Learning is Spectral Clustering on Similarity Graph
ICLR 2024
Deciphering 'What' and 'Where' Visual Pathways from Spectral Clustering of Layer-Distributed Neural Representations
CVPR 2024
DVSAI: Diverse View-Shared Anchors Based Incomplete Multi-View Clustering
AAAI 2024
Dynamic Spectral Clustering with Provable Approximation Guarantee
ICML 2024
Equivalence between Graph Spectral Clustering and Column Subset Selection (Student Abstract)
AAAI 2024
Gap-Free Clustering: Sensitivity and Robustness of SDP
COLT 2024
Graph Clustering Methods Derived from Column Subset Selection (Student Abstract)
AAAI 2024
Individual-centered Partial Information in Social Networks
JMLR 2024
Nonconvex Multiview Subspace Clustering Framework with Efficient Method Designs and Theoretical Analysis
IJCAI 2024
On the Robustness of Spectral Algorithms for Semirandom Stochastic Block Models
NeurIPS 2024
Pass-Efficient Algorithms for Graph Spectral Clustering (Student Abstract)
AAAI 2024
Rank and Align: Towards Effective Source-free Graph Domain Adaptation
IJCAI 2024
Revisiting Self-Supervised Heterogeneous Graph Learning from Spectral Clustering Perspective
NeurIPS 2024
Robust Contrastive Multi-view Clustering against Dual Noisy Correspondence
NeurIPS 2024
Robust Spectral Clustering with Rank Statistics
JMLR 2024
SCAT: A Time Series Forecasting with Spectral Central Alternating Transformers
IJCAI 2024
Self-Supervised Framework Based on Subject-Wise Clustering for Human Subject Time Series Data
AAAI 2024
SF(DA)$^2$: Source-free Domain Adaptation Through the Lens of Data Augmentation
ICLR 2024
Spectral learning of multivariate extremes
JMLR 2024
Adaptive Graph Convolutional Subspace Clustering
CVPR 2023