| 5 | Hyperspherical Weight Uncertainty in Neural Networks | Biraja Ghoshal and Allan Tucker | Modeling with Neural Networks | ANN 1 |
| 53 | Partially Monotonic Learning for Neural Networks | Joana Trindade, João Vinagre, Kelwin Fernandes, Nuno Paiva, and Alípio Jorge | Modeling with Neural Networks | ANN 1 |
| 55 | Multiple-manifold Generation with an Ensemble GAN and Learned Noise Prior | Matthew Amodio and Smita Krishnaswamy | Modeling with Neural Networks | ANN 1 |
| 57 | Simple, Efficient and Convenient Decentralized Multi-task Learning for Neural Networks | Amaury Bouchra Pilet, Davide Frey, and Francois Taïani | Modeling with Neural Networks | ANN 2 |
| 59 | Deep Hybrid Neural Networks with Improved Weighted Word Embeddings for Sentiment Analysis | Rania Othman, Rim Faiz, Youcef Abdelsadek, Kamel Chelghoum, and Imed Kacem | Modeling with Neural Networks | ANN 2 |
| 91 | Explaining Neural Networks by Decoding Layer Activations | Johannes Schneider and Michalis Vlachos | Modeling with Neural Networks | ANN 2 |
| 98 | Analogical Embedding for Analogy-Based Learning to Rank | Mohsen Ahmadi Fahandar and Eyke Hüllermeier | Modeling with Neural Networks | ANN 2 |
| 108 | HORUS-NER: A Multimodal Named Entity Recognition Framework for Noisy Data | Diego Esteves, José Marcelino, Piyush Chawla, Asja Fischer, and Jens Lehmann | Modeling with Neural Networks | ANN 2 |
| 14 | Incremental Search Space Construction for Machine Learning Pipeline Synthesis | Marc-André Zöller, Tien-Dung Nguyen, and Marco F. Huber | Modeling with Statistical Learning | STAT 1 |
| 26 | Adversarial Vulnerability of Active Transfer Learning | Nicolas M. Müller and Konstantin Böttinger | Modeling with Statistical Learning | STAT 1 |
| 28 | Revisiting Non-specific Syndromic Surveillance | Moritz Kulessa, Eneldo Loza Mencía, and Johannes Fürnkranz | Modeling with Statistical Learning | STAT 1 |
| 32 | Gradient Ascent for Best Response Regression | Victoria Racher and Christian Borgelt | Modeling with Statistical Learning | STAT 1 |
| 41 | Intelligent Structural Damage Detection: A Federated Learning Approach | Ali Anaissi, Basem Suleiman, and Mohamad Naji | Modeling with Statistical Learning | STAT 2 |
| 71 | Composite Surrogate for Likelihood-Free Bayesian Optimisation in High-Dimensional Settings of Activity-Based Transportation Models | Vladimir Kuzmanovski and Jaakko Hollmén | Modeling with Statistical Learning | STAT 2 |
| 75 | Active Selection of Classification Features | Thomas T. Kok, Rachel M. Brouwer, Rene M. Mandl, Hugo G. Schnack, and Georg Krempl | Modeling with Statistical Learning | STAT 2 |
| 79 | Feature Selection for Hierarchical Multi-label Classification | Luan V. M. da Silva and Ricardo Cerri | Modeling with Statistical Learning | STAT 2 |
| 81 | Bandit Algorithm for both Unknown Best Position and Best Item Display on Web Pages | Camille-Sovanneary Gauthier, Romaric Gaudel, and Elisa Fromont | Modeling with Statistical Learning | STAT 3 |
| 87 | Performance Prediction for Hardware-Software Configurations: A Case Study for Video Games | Sven Peeters, Vitalik Melnikov, and Eyke Hüllermeier | Modeling with Statistical Learning | STAT 3 |
| 110 | AVATAR — Automated Feature Wrangling for Machine Learning | Gust Verbruggen, Elia Van Wolputte, Sebastijan Dumančić, and Luc De Raedt | Modeling with Statistical Learning | STAT 3 |
| 18 | Semantically Enriching Embeddings of Highly Inflectable Verbs for Improving Intent Detection in a Romanian Home Assistant Scenario | Andrei-Cristian Rad, Ioan-Horia-Mihai Muntean, Anda-Diana Stoica, Camelia Lemnaru, Rodica Potolea, and Mihaela Dînșoreanu | Modeling Language and Graphs | LANG & GRAPH 1 |
| 36 | BoneBert: A BERT-based Automated Information Extraction System of Radiology Reports for Bone Fracture Detection and Diagnosis | Zhihao Dai, Zhong Li, and Lianghao Han | Modeling Language and Graphs | LANG & GRAPH 1 |
| 39 | Linking the Dynamics of User Stance to the Structure of Online Discussions | Christine Largeron, Andrei Mardale, and Marian-Andrei Rizoiu | Modeling Language and Graphs | LANG & GRAPH 1 |
| 89 | Unsupervised Methods for the Study of Transformer Embeddings | Mira Ait Saada, François Role, and Mohamed Nadif | Modeling Language and Graphs | LANG & GRAPH 1 |
| 114 | A Framework for Authorial Clustering of Shorter Texts in Latent Semantic Spaces | Rafi Trad and Myra Spiliopoulou | Modeling Language and Graphs | LANG & GRAPH 1 |
| 20 | DeepGG: A Deep Graph Generator | Julian Stier and Michael Granitzer | Modeling Language and Graphs | LANG & GRAPH 2 |
| 29 | SINr: Fast Computing of Sparse Interpretable Node Representations is not a Sin! | Thibault Prouteau, Victor Connes, Nicolas Dugué, Anthony Perez, Jean-Charles Lamirel, Nathalie Camelin, and Sylvain Meignier | Modeling Language and Graphs | LANG & GRAPH 2 |
| 33 | Detection of Contextual Anomalies in Attributed Graphs | Rémi Vaudaine, Baptiste Jeudy, and Christine Largeron | Modeling Language and Graphs | LANG & GRAPH 2 |
| 83 | Ising-Based Louvain Method: Clustering Large Graphs with Specialized Hardware | Pouya Rezazadeh Kalehbasti, Hayato Ushijima-Mwesigwa, Avradip Mandal, and Indradeep Ghosh | Modeling Language and Graphs | LANG & GRAPH 2 |
| 21 | Reducing Negative Impact of Noise in Boolean Matrix Factorization with Association Rules | Petr Krajča and Martin Trnecka | Modeling Special Data Formats | FORMAT 1 |
| 38 | Z-Hist: A Temporal Abstraction of Multivariate Histogram Snapshots | Zed Lee, Nicholas Anton, Panagiotis Papapetrou, and Tony Lindgren | Modeling Special Data Formats | FORMAT 1 |
| 97 | MUPPETS: Multipurpose Table Segmentation | Gust Verbruggen, Lidia Contreras-Ochando, Cèsar Ferri, José Hernández-Orallo, and Luc De Raedt | Modeling Special Data Formats | FORMAT 1 |
| 109 | SpLyCI: Integrating Spreadsheets by Recognising and Solving Layout Constraints | Dirko Coetsee, Steve Kroon, McElory Hoffmann, and Luc De Raedt | Modeling Special Data Formats | FORMAT 2 |
| 45 | RTL: A Robust Time Series Labeling Algorithm | Frederique van Leeuwen, Bas Bosma, Arjan van den Born, and Eric Postma | Modeling Special Data Formats | FORMAT 2 |
| 50 | The Compromise of Data Privacy in Predictive Performance | Tânia Carvalho and Nuno Moniz | Modeling Special Data Formats | FORMAT 2 |
| 104 | Efficient Privacy Preserving Distributed K-Means for Non-IID Data | André Brandão, Ricardo Mendes, and João P. Vilela | Modeling Special Data Formats | FORMAT 2 |
