| 2024 | GAN+ABM to Simulate Suspicious Money Laundering Trajectories. | Oscar M. Granados, Olmer Garcia-Bedoya, Edwin Gonzlez |
| 2024 | A Comparative Analysis of User-Generated Content Across Gaming Platforms Using Deep Learning-Based Topic Modeling. | Robert B. Gommerman, Eiji Motohashi |
| 2024 | Unsupervised Domain Adaptation for Action Recognition via Self-Ensembling and Conditional Embedding Alignment. | Indrajeet Ghosh, Garvit Chugh, Abu Zaher Md Faridee, Nirmalya Roy |
| 2024 | VIA AI: Reliable Deep Reinforcement Learning for Traffic Signal Control. | Matvey Gerasyov, Dmitrii Kiselev, Maxim Beketov, Ilya Makarov |
| 2024 | Amatriciana: Exploiting Temporal GNNs for Robust and Efficient Money Laundering Detection. | Marco Di Gennaro, Francesco Panebianco, Marco Pianta, Stefano Zanero, Michele Carminati |
| 2024 | Fed-LDR: Federated Local Data-infused Graph Creation with Node-centric Model Refinement. | Jiechao Gao, Yuangang Li, Syeda Faiza Ahmed |
| 2024 | Graph Community Augmentation with GMM-Based Modeling in Latent Space. | Shintaro Fukushima, Kenji Yamanishi |
| 2024 | Structural Breakpoint Detection in Noisy Time Series Using an Augmented Matrix Profile Index. | Marco Fuchs |
| 2024 | Into the Unknown: Self-Learning Large Language Models. | Teddy Ferdinan, Jan Kocon, Przemyslaw Kazienko |
| 2024 | Resource2Box: Learning To Rank Resources in Distributed Search Using Box Embedding. | Ulugbek Ergashev, Geon Lee, Kijung Shin, Eduard C. Dragut, Weiyi Meng |
| 2024 | Smart Contract-Driven Pandemic Management Using Blockchain Technology and Artificial Intelligence. | Sathishkumar Veerappampalayam Easwaramoorthy, Neelakandan Subramani, Angela Siew-Hoong Lee |
| 2024 | QUCE: The Minimisation and Quantification of Path-Based Uncertainty for Generative Counterfactual Explanations. | Jamie Andrew Duell, Monika Seisenberger, Hsuan Fu, Xiuyi Fan |
| 2024 | Leveraging Large Language Models for Predicting Stock Option Valuation and Financial Risk Mitigation. | Lester David Dsouza, Jamal Abdul Nasir, Muhammad Mohsin Kamal, Lena Connolly |
| 2024 | Counterfactual Brain Graph Augmentation Guided Bi-Level Contrastive Learning for Disorder Analysis. | Guangwei Dong, Xuexiong Luo, Jing Du, Jia Wu, Shan Xue, Jian Yang, Amin Beheshti |
| 2024 | Cross-tissue, Cross-platform Prediction and Validation of Toxicogenomics Profiles with Deep Learning and Clustering. | Trang Do, Richard Kim, Scott Auerbach, Warren M. Casey, Andrew A. Rooney, Guojing Cong |
| 2024 | Continuous Exact Explanations of Neural Networks. | Alice Dethise, Marco Canini |
| 2024 | SemiFDA: Domain Adaptation in Semi-Supervised Federated Learning. | Michele Craighero, Giorgio Rossi, Beatrice Rossi, Diego Carrera, Diego Stucchi, Pasqualina Fragneto, Giacomo Boracchi |
| 2024 | Generative-Graph Method for Project Duration Estimation. | Sandeep Chougule, Vaishali Sadaphal |
| 2024 | Summarizing Clinical Notes using LLMs for ICU Bounceback and Length-of-Stay Prediction. | Akash Choudhuri, Philip Polgreen, Alberto M. Segre, Bijaya Adhikari |
| 2024 | A Novel Shadow Variable Catcher for Addressing Selection Bias in Recommendation Systems. | Qingfeng Chen, Boquan Wei, Debo Cheng, Jiuyong Li, Lin Liu, Shichao Zhang |
| 2024 | Graph Contrastive Learning with Adversarial Structure Refinement (GCL-ASR). | Jiangwen Chen, Kou Guang, Huang Yan, Qiyang Li, Tan Hao |
| 2024 | Towards Cross-Domain Few-Shot Graph Anomaly Detection. | Jiazhen Chen, Sichao Fu, Zhibin Zhang, Zheng Ma, Mingbin Feng, Tony S. Wirjanto, Qinmu Peng |
| 2024 | HomoMGC: Homophily-Enhanced Adaptive Graph Refinement for Multi-View Graph Clustering. | Man-Sheng Chen, Xiaosha Cai, Chang-Dong Wang, Dong Huang, Min Chen, Mohsen Guizani |
| 2024 | A New Approach Towards Identification of Individuals Belonging to Different Subpopulations Using Machine Learning Models and CLC Data. | Malgorzata Charytanowicz, Kajetan Perzanowski, Maciej Januszczak, Aleksandra Woloszyn-Galeza, Maria Sobczuk, Piotr Kulczycki |
| 2024 | Detecting gene regulatory network rewiring as changes in marker regulatory associations using only single-cell gene expression data. | Lisa Chabrier, Anton Crombach, Sergio Peignier, Christophe Rigotti |