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Papers
Behavioral-Similarity and Clustering-Based Methods for Static Graph Estimation in Hybrid GNNs (Student Abstract)
AAAI 2026
Linear Time Algorithms for Individually Fair k-means via Multi-Swap Local Search
AAAI 2026
MoEActok: A MoE-based Action Tokenizer for Vision-Language-Action Models
CVPR 2026
Policy-Based Trajectory Clustering in Offline Reinforcement Learning
UAI 2026
Provably Correct k-Means Clustering of Persistence Diagrams
UAI 2026
Pseudo Multi-view K-means Clustering
AAAI 2026
Semantic Factor Analysis: Validating Personality Structure Recovery from empirically-mediated Word Embeddings
EACL 2026
Aggregating Data for Optimal Learning
UAI 2025
Data-driven approaches to pitch modelling in two Mexican Spanish ethnolects: K-means Clustering & GAMMs
Interspeech 2025
Differentially Private Federated k-Means Clustering with Server-Side Data
ICML 2025
Enhanced Unsupervised Discriminant Dimensionality Reduction for Nonlinear Data
IJCAI 2025
Evaluating Sampling Strategies for Similarity-Based Short Answer Scoring: a Case Study in Thailand
COLING 2025
Exploring the Effect of Segmentation and Vocabulary Size on Speech Tokenization for Speech Language Models
Interspeech 2025
Forget the Data and Fine-Tuning! Just Fold the Network to Compress
ICLR 2025
Granular-Ball-Induced Multiple Kernel K-Means
IJCAI 2025
Improving Autoregressive Visual Generation with Cluster-Oriented Token Prediction
CVPR 2025
LoD: Loss-difference OOD Detection by Intentionally Label-Noisifying Unlabeled Wild Data
IJCAI 2025
Mitigating Subgroup Disparities in Multi-Label Speech Emotion Recognition: A Pseudo-Labeling and Unsupervised Learning Approach
Interspeech 2025
New Algorithms for the Learning-Augmented k-means Problem
ICLR 2025
Online Clustering with Nearly Optimal Consistency
ICLR 2025
Quantum (Inspired) D^2-sampling with Applications
ICLR 2025
Sharper Error Bounds in Late Fusion Multi-view Clustering with Eigenvalue Proportion Optimization
AAAI 2025
SKIM: Any-bit Quantization Pushing The Limits of Post-Training Quantization
ICML 2025
Squeezed Attention: Accelerating Long Context Length LLM Inference
ACL 2025
Ultra-Low Bit Post-Training Quantization of Large Speech Models via K-Means Clustering and Mixed Precision Allocation
Interspeech 2025