| 2024 | Using Annealing to Accelerate Triangle Inequality k-means. | Alibek Zhakubayev, Greg Hamerly |
| 2024 | Beta k-Means: Accelerating k-Means Using Probabilistic Cluster Filtering. | Alibek Zhakubayev, Greg Hamerly |
| 2024 | PsyPrompt: LLM Prompt Patterns for Goal Contents Pursuit on Social Media. | Mengli Yu, Yizhunan Zhou, Jiahui Wang, Zhenkun Zhou |
| 2024 | Masked Contrastive Representation Learning for Self-Supervised Visual Pre-Training. | Yuchong Yao, Nandakishor Desai, Marimuthu Palaniswami |
| 2024 | UPDATE: Mining User-News Engagement Patterns for Dual-Target Cross-Domain Fake News Detection. | Xuankai Yang, Yan Wang, Xiuzhen Zhang, Shoujin Wang, Huaxiong Wang, Kwok-Yan Lam |
| 2024 | Inter-Frame Multiscale Probabilistic Cross-Attention for Surveillance Object Detection. | Huanhuan Xu, Xiyuan Hu, Yichao Zhou |
| 2024 | MetaGAD: Meta Representation Adaptation for Few-Shot Graph Anomaly Detection. | Xiongxiao Xu, Kaize Ding, Canyu Chen, Kai Shu |
| 2024 | A Novel Particle Swarm Optimization Algorithm for Meta-Heuristic Analysis Mechanism Based on Population Learning Strategies and Adaptive Selection of Leadership Particles. | Yuheng Wu, Xingyu Zhu, Wenxu Zhao, Xiaona Xia |
| 2024 | SMP-Track: SAM in Multi-Pedestrian Tracking. | Shiyin Wang, Huafeng Liu, Qiong Wang, Yichao Zhou, Yazhou Yao |
| 2024 | Collaborative Intrusion Detection System for Intermittent 10 Vs Using Federated Learning and Deep Swarm Particle Optimization. | Farhan Ullah, Gautam Srivastava, Leonardo Mostarda, Diletta Cacciagrano |
| 2024 | Let Me Generate That for You: Generative Data Augmentation for Misinformation Detection in Low-Resource Environments. | Autumn Toney-Wails, Lisa Singh |
| 2024 | Statistically Inspired Discrepancy Detection for Anomalous Spatio-Temporal Graphs (Extended Abstract). | Atharv Tiwari, Shreyash Chatterjee, Siddharth Padmakumar, Sushanth Nair, Bhaskarjyoti Das |
| 2024 | Rethinking Security: The Resilience of Shallow ML Models (Extended Abstract). | Rafael Teixeira, Mrio Antunes, Joo Paulo Barraca, Diogo Gomes, Rui L. Aguiar |
| 2024 | HeTAN: Heterogeneous Graph Triplet Attention Network for Drug Repurposing. | Farhan Tanvir, Khaled Mohammed Saifuddin, Tanvir Hossain, Arunkumar Bagavathi, Esra Akbas |
| 2024 | PAW: A Deep Learning Model for Predicting Amplitude Windows in Seismic Signals. | Ariana M. Villegas-Suarez, Delaine Reiter, Jonathan Rolfs, Abdullah Mueen |
| 2024 | Multi-View Relational Evidential C-Medoid Clustering with Adaptive Weighted. | Armel Soubeiga, Violaine Antoine, Sylvain Moreno |
| 2024 | $p$-ClustVal: A Novel $p$-Adic Approach for Enhanced Clustering of High-Dimensional scRNASeq Data (Extended Abstract). | Parichit Sharma, Sarthak Mishra, Hasan Kurban, Mehmet M. Dalkilic |
| 2024 | Validating Arbitrary Shaped Clusters - A Survey. | Georg Stefan Schlake, Christian Beecks |
| 2024 | No Data Left Behind: Exogenous Variables in Long-Term Forecasting of Nursing Staff Capacity. | Emily Schiller, Simon Mller, Kathrin Ebertsch, Jan-Philipp Steghfer |
| 2024 | Semi-Supervised Coarsening of Bipartite Graphs for Text Classification via Graph Neural Network. | Ncolas Roque dos Santos, Diego Minatel, Alan Demtrius Baria Valejo, Alneu de Andrade Lopes |
| 2024 | Improving GNN-Based Methods for Scam Detection in Bitcoin Transactions - A Practical Case Study. | Karanjot Singh Saggu, Paula Branco, Guy-Vincent Jourdan |
| 2024 | MIS-ME: A Multi-Modal Framework for Soil Moisture Estimation. | Mohammed Rakib, Adil Aman Mohammed, D. Cole Diggins, Sumit Sharma, Jeff Michael Sadler, Tyson E. Ochsner, Arun Bagavathi |
| 2024 | Beyond Simple Averaging: Improving NLP Ensemble Performance with Topological-Data-Analysis-Based Weighting. | Polina Proskura, Alexey Zaytsev |
| 2024 | Prompt-Based Contrastive Learning to Combat the COVID-19 Infodemic. | Zifan Peng, Mingchen Li, Yue Wang, Daniel Y. Mo |
| 2024 | Interpretable and Explainable Time Series Mining. | Panagiotis Papapetrou, Zed Lee |