| Title | SQL-to-Schema Enhances Schema Linking in Text-to-SQL |
| Authors | Sun Yang (Peking University)*; Qiong Su (Guizhou University) |
| Title | Advanced Machine Learning Techniques for Investment Forecasting: An Integrated Approach |
| Authors | Aivaras Bielskis (Vilnius University)* |
| Title | Fast and Adaptive Questionnaires for Voting Advice Applications [PhD Forum] |
| Authors | Fynn S. Bachmann (Universität Zürich)* |
| Title | Towards Fair Machine Learning: Boosting Fairness in Classification Models |
| Authors | Ivona Colakovic (University of Maribor, Faculty of Electrical Engineering and Computer Science)* |
| Title | Effective and explainable neuro-symbolic classification for imbalanced graphs |
| Authors | Marco Markwald ( DSIS Research Group, University of Bonn and Lamarr Institute)*; Elena Demidova (DSIS Research Group, University of Bonn and Lamarr Institute) |
| Title | Decomposable Symbolic Regression Using Transformers and Neural Network-Assisted Genetic Algorithms |
| Authors | Giorgio L Morales Luna (Montana State University)*; John W Sheppard (Montana State University) |
| Title | Study and design of interpretable models for detecting anomalies in spectral data streams: Application to the contamination of vacuum process chambers for microelectronics. |
| Authors | Nicolas Rojas (UCA)* |
| Title | Heartfelt Algorithms: Exploring equity in cardiovascular disease risk prediction through algorithmic fairness |
| Authors | Claire Coffey (University of Cambridge)* |
| Title | Job Title Prediction as A Dual Task of Expertise Prediction in Open Source Software(Phd Form) |
| Authors | Xin Liu (East China Normal University); Wang Yu (East China Normal University); Qiwen Dong (East China Normal University); Xuesong Lu (East China Normal University)* |
| Title | On Key Information Extraction from Business Documents |
| Authors | Rolandas Gricius (VU DMSTI)*; Igoris Belovas (Vilnius University) |
| Title | How-Provenance Polynomials for Incremental Rule Mining |
| Authors | Isseïnie Calviac (Université de Rennes)*; Luis Galárraga (INRIA); Alexandre Termier (Université Rennes 1) |
| Title | Fine-Tuning is All You Need: Compact Models Can Outperform GPT’s Classification Abilities |
| Authors | Baptiste Lefort (CentraleSupélec, Paris-Saclay University, Ai For Alpha)*; Eric Benhamou (AI For Alpha); Jean Jacques Ohana (Ai For Alpha); David Saltiel (A.I. For Alpha) |
| Title | Towards Fair Co-clustering |
| Authors | Federico Peiretti (University of Turin)*; Ruggero G. Pensa (University of Turin) |
| Title | Graph Neural Networks for Attributed-Dynamic Graphs in Continuous-Time Representation |
| Authors | Alice Moallemy-Oureh (University of Kassel)* |
| Title | Analysis and Application of Deep Reinforcement Learning in the context of Energy Economics |
| Authors | Malte Lehna (Fraunhofer IEE)* |
| Title | Analysing Missing Spatio-Temporal Data with a Combination of Neural Networks and Statistical Model: A Hybrid Approach |
| Authors | Samira Zahmatkesh (Innsbruck university)*; Philipp Zech (University of Innsbruck) |
| Title | Dealing with Over-Smoothing in Message-Passing Neural Networks |
| Authors | Andreas Roth (TU Dortmund)* |
| Title | Optimising Multi-Scalar Multiplication for Privacy Preserving and Verifiable Machine Learning |
| Authors | Saulius Grigaitis (Vilnius university)* |
| Title | Approximating Power Flow using Graph Neural Networks |
| Authors | Clara Holzhüter (Fraunhofer IEE Kassel)* |
| Title | Developing robust methods to handle missing data in real-world applications effectively |
| Authors | Youran Zhou (Deakin University)*; Sunil Aryal (Deakin University); Mohamed Reda Bouadjenek (Deakin University) |
| Title | Infinite Memory, Superior Models: The Rise of Neural Fractional Differential Equations |
| Authors | Cecília Coelho (University of Minho)*; M. Fernanda P. Costa (Dep. Mathematics, University of Minho); Luís L. Ferrás (University of Porto) |
| Title | Graph Learning Under Distribution Shifts: Adaptation, Detection, and Generalization |
| Authors | Hsing-Huan Chung (The University of Texas at Austin)*; Joydeep Ghosh (UT Austin) |
| Title | Identification and Prediction of Systematic Anomalous Behavior in Multivariate Time Series |
| Authors | Ferdinand Rewicki (German Aerospace Center (DLR))* |
| Title | Deep Reinforcement Learning for Control Problems in Power Systems |
| Authors | Mohamed Hassouna (University of Kassel)* |
| Title | Visualising SARS-CoV-2 Evolutionary Space Using Protein Language Models |
| Authors | Brendonas Stakauskas (Vilnius University)* |
| Title | Career Path Recommendation using Large Language Models |
| Authors | Iman Johary (Ghent University)*; Alexandru C. Mara (Ghent University); Tijl De Bie (Ghent University) |
| Title | Sparse Explanations of Neural Networks Using Pruned Layer-Wise Relevance Propagation - |
| Authors | Paulo Yanez Sarmiento (Hasso Plattner Institute)*; Simon Witzke (Hasso Plattner Institute); Nadja Klein (Trustworthy Data Science and Security (UA Ruhr) Department of Statistics (Technische Universität Dortmund)); Bernhard Renard (Hasso Plattner Institute) |
| Title | Applications of Learning Linear Dynamical Systems |
| Authors | Xiaoyu He (Czech Technical University in Prague)*; Jakub Mareček (Czech Technical University in Prague); Quan Zhou (Imperial College London); Mengjia Niu (Imperial College London); Petr Ryšavý (Czech Technical University in Prague) |
| Title | Multi-Source Domain Adaptation through Optimal Transport and Gaussian Mixture Models |
| Authors | Eduardo F Montesuma (Université Paris-Saclay)*; Ngole Mboula Fred Maurice (Commissariat à l'énergie atomique (CEA)); Antoine Souloumiac (CEA) |
| Title | Learning efficiency with sparsity: from model to data, and to communication |
| Authors | Qiao Xiao (Eindhoven University of Technology)*; Mykola Pechenizkiy (TU Eindhoven); Decebal Constantin Mocanu (University of Luxembourg) |
| Title | Enhancing NIDS Robustness Against Adversarial Evasion Attacks through Model and Feature Diversity |
| Authors | Allan da S. Espindola (faculty of sciences of the University of Lisbon)*; Eduardo Viegas (Pontifical Catholic University of Paraná); António Casimiro (University of Lisbon); Altair O Santin (PUCPR); Pedro M Ferreira (Faculty of Sciences of the University of Lisbon) |
| Title | Context-Aware Machine Learning-based Predictive Framework for Building Energy Management |
| Authors | Miracle Aniakor (LASIGE, Informática, Faculdade de Ciências, Universidade de Lisboa)*; Vinicius Cogo (LASIGE, Informática, Faculdade de Ciências, Universidade de Lisboa); Pedro M Ferreira (Faculty of Sciences of the University of Lisbon) |
| Title | Towards Characterizing Time Series Using Neuro-Symbolic Architectures and Signal Temporal Logic |
| Authors | Gaia Saveri (University of Pisa)* |
| Title | Insights into Dynamic Sparse Training: Theory Meets Practice |
| Authors | Boqian Wu (University of Twente)*; Maurice Van Keulen (University of Twente); Decebal Constantin Mocanu (University of Luxembourg); Elena Mocanu (University of Twente) |
| Title | Graph Machine Learning for Web3 social network analysis |
| Authors | Manuel Dileo (University of Milan)* |
| Title | Temporal Pattern Classification of Variable-Length Time Series for Energy Assessment of Household Appliances |
| Authors | Zygimantas Jasiunas (LASIGE, Faculdade de Ciências da Universidade de Lisboa)*; José Cecílio (LASIGE, Faculdade de Ciências, Universidade de Lisboa); Pedro Ferreira (LASIGE, Faculdade de Ciências, Universidade de Lisboa) |
| Title | Data efficient energy management of buildings with Deep Reinforcement Learning |
| Authors | Nuno Dionísio (LASIGE)*; Pedro M Ferreira (Faculty of Sciences of the University of Lisbon) |
| Title | Transfer and Integration of Knowledge for Spatiotemporal Data |
| Authors | Shrey Gupta (Emory University)* |
| Title | AI as the Tailoring Expert. ML-optimizing of Project Management Processes and Methods to Project Complexity. |
| Authors | Agnieszka Sokol-Gorgon (Kozminski University)* |
| Title | A Human-Centric Assessment of the Usefulness of Attribution Methods |
| Authors | Wiem Ben Rim (University College London)*; Ammar Shaker (NEC Laboratories Europe); Zhao Xu (NEC Laboratories Europe); Kiril Gashteovski (NEC Laboratories Europe); Bhushan Kotnis (NEC Laboratories Europe Gmbh); Carolin Lawrence (NEC Laboratories Europe); Jürgen Quittek (NEC Laboratories Europe GmbH); Sascha Saralajew (NEC Laboratories Europe) |
| Title | Generating Fake Cyber Threat Intelligence with Large Language Models for Cybersecurity Defense |
| Authors | Samaneh Shafee (FCiências.ID)* |
| Title | Autonomous Exploration of 3D Indoor Environment by UAVs Using Deep Reinforcement Learning |
| Authors | Mantas Briliauskas (Vilnius University)* |
