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Individual Report and Posters

Dual-Scale Optimal Transport Embeddings for Scalable Single-Cell Analysis [poster]

Hierarchical Orchestration System Using LLM-Assisted Multimodal Clustering: Automated Web Application Generation through Prompt-Based Module Decomposition [poster]

Skeleton Based Unsupervised Action Labeling with Frame Sampling and DTW Matrix [poster]

Parameter-Free Community Detection via Gomory-Hu Trees and Modularity [poster]

The (𝑘,𝑜)-Core: Cohesive Subgraph Mining Across Directed Graphs and Hypergraphs [poster]

InterGen++: Enhancing performance of Human motion generation with clustering [poster]

MoVAE-DEC: Boosting Unsupervised Clustering via Diverse Feature Learning and Intelligent Fusion [poster]

Force-Directed Embedding using von Neumann Entropy: Limitations of von Neumann Entropy in Graph Clustering [poster]

Graph Clustering via Cooperative Game Theory [poster]

MC–JSim: A New Method for Assessing JSON Similarity [poster]

Multi-Modal Healthcare Data Clustering for Disease Subtype Detection [poster]

Evaluating the Impact of Dimensionality Reduction Techniques on Clustering and Anomaly Detection Performance in High-Dimensional Cryptocurrency Market Data [poster]

Variational Latent Clustering with Sample-Weighted Classification for Cross-User EMG Gesture Recognition [poster]

Reverse Diffusion for Noise Reduction in Scientific Document Embeddings [poster]

PANet: A Neural Network for Estimating the Number of Centroids in 2D Point Distributions [poster]

Efficient Similarity Search via Adaptive Product Quantization [poster]

Symbolic Representations for Reliable Stock Clustering: Revisiting SAX and Proposing Robust Alternatives [poster]

Analysis on Transformer Context Vectors using t-SNE and clustering [poster]

Leiden-LPA Hybrid: Fast and Accurate Community Detection via Core-Guided Clustering [poster]

LOF+: A Modified LOF Framework for Detecting Fraudulent Transactions [poster]

Impact of Multimodal Feature Representation on Clustering Performance: A Controlled Empirical Analysis [poster]

Adaptive Label Propagation with Entropy-Guided Weighting for Location-Aware Graph Clustering [poster]

Approaches for Avoiding RE-DBSCAN in Additional Graph Data [poster]

Refining Louvain method with the Minimum-cut [poster]

Label Propagation With Maximal Independent Set [poster]

Cluster-Mapped MMR: Balancing Relevance and Diversity in Few-Shot CoT Prompting [poster]

Improving k-Means Clustering via Subspace Sampling and Hierarchical Clustering [poster]

AI-Assisted Automatic Parameter Tuning for DBSCAN via Deep Reinforcement Learning [poster]

Improving Text Clustering Performance with Enhanced Embedding Techniques [poster]

Self-Supervised Learning for Representation and Clustering of Adversarial Network Activities [poster]

Comparative study on Multi-Modal Clustering on Product Dataset: Modularity vs Case Specific Implementation [poster]

Systematic Investigation of UMAP Parameters within the AUEC Framework for MNIST [poster]

CEMP: Cluster-Expert Mapping Paradigm for Dynamic Mixture of Experts with Knowledge Preservation [poster]

Development of a Multimodal/Multilingual Embedding Model using VLM and its Clustering Performance Verification [poster]

Compressing High-Dimensional KBO Schedule Data to Optimize Fairness in Team Travel [poster]

Feature-Weighted K-Means on High Dimensional Data [poster]

Robust Multimodal Clustering via Noise-Aware CLIP Embedding Framework [poster]

Box to Box: Analyzing CrossFit WOD Variability with Structured Embeddings [poster]

F1 Lap Time Clustering for Performance Analysis [poster]

A Study on Technological Topography Using Patent Map Clustering [poster]

Generalized WSCAN: Exploiting Strength as Edge Weight in Density–Based Clustering [poster]

Is BERT Always Better? Exploring the Power of Hybrid Embeddings for Clustering [poster]

IVD : Design and Validation of Reference-Free Evaluation Indicator Scheme for User Experience-Based E-Commerce Review Cluster Summary [poster]

Dimensionality Reduction and Text Embeddings for Large-Scale Comment Clustering [poster]

Understanding Game Genres Beyond Label [poster]