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Papers
HC-GAE: The Hierarchical Cluster-based Graph Auto-Encoder for Graph Representation Learning
NeurIPS 2024
Hierarchical and Density-based Causal Clustering
NeurIPS 2024
Hierarchical and Incremental Structural Entropy Minimization for Unsupervised Social Event Detection
AAAI 2024
Hierarchical Correlation Clustering and Tree Preserving Embedding
CVPR 2024
Improving Hierarchical Text Clustering with LLM-guided Multi-view Cluster Representation
EMNLP 2024
KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge
NeurIPS 2024
K-means and hierarchical clustering of f0 contours
Interspeech 2024
Neural Concept Binder
NeurIPS 2024
On the cohesion and separability of average-link for hierarchical agglomerative clustering
NeurIPS 2024
Scaling up Discovery of Latent Concepts in Deep NLP Models
EACL 2024
Simple and scalable algorithms for cluster-aware precision medicine
AISTATS 2024
Stable and Consistent Density-Based Clustering via Multiparameter Persistence
JMLR 2024
Text-Guided Alternative Image Clustering
ACL 2024
When Elote, Choclo and Mazorca are not the Same. Isomorphism-Based Perspective to the Spanish Varieties Divergences
NAACL 2024
Adaptive Clustering Using Kernel Density Estimators
JMLR 2023
A Group-Theoretic Approach to Computational Abstraction: Symmetry-Driven Hierarchical Clustering
JMLR 2023
Analyzing Text Representations by Measuring Task Alignment
ACL 2023
Approximation Bounds for Hierarchical Clustering: Average Linkage, Bisecting K-means, and Local Search
JMLR 2023
Arguably at SemEval-2023 Task 11: Learning the disagreements using unsupervised behavioral clustering and language models
SemEval 2023
Can LLMs Facilitate Interpretation of Pre-trained Language Models?
EMNLP 2023
Clustering with Tangles: Algorithmic Framework and Theoretical Guarantees
JMLR 2023
Combining Multiple Multimodal Speech Features into an Interpretable Index Score for Capturing Disease Progression in Amyotrophic Lateral Sclerosis
Interspeech 2023
Cross-modal Scalable Hyperbolic Hierarchical Clustering
ICCV 2023
Differentially Private Hierarchical Clustering with Provable Approximation Guarantees
ICML 2023
Effective and Stable Role-Based Multi-Agent Collaboration by Structural Information Principles
AAAI 2023