| 2026 | Evaluating Sustainability in Graph Intelligence. | Pierre-Paul Cavallera, Landy Andriamampianina, Moncef Garouani, Franck Ravat, Jiefu Song, Nathalie Valls-Parlangeau |
| 2026 | MoE-TFT: Mixture-of-Experts Enhanced Temporal Fusion Transformer for Time Series Forecasting. | Saifullah Burero, Anton Digns, Michele Linardi, Johann Gamper |
| 2026 | KAN-ER: Kolmogorov-Arnold Networks-Based Entity Resolution in Data Lakes. | Lamisse F. Bouabdelli, Fatma Abdelhdi, Slimane Hammoudi, Allel Hadjali |
| 2026 | How Good Are Learned and Hybrid Join Order Strategies from Energy Perspective? | Khadidja Bennamane, Cheikh Salmi, Ladjel Bellatreche |
| 2025 | Graph Constraint Language for Industrial Knowledge Graphs and Machine Learning. | Zhuoxun Zheng, Ognjen Savkovic, Baifan Zhou, Antonis Klironomos, Evgeny Kharlamov, Ahmet Soylu |
| 2025 | TraceTune: Targeted Fine-Tuning of Attention Heads for Text-to-SQL. | Saba Zamankhani, Kai-Uwe Sattler |
| 2025 | Parallel and Distributed SQL/PGQ Query Processing for Property Graphs. | Kosuke Yamasaki, Tadashi Masuda, Toshiyuki Amagasa |
| 2025 | Leveraging Machine Learning Techniques for Customer Data Deduplication - Hard-Won Lessons from a Real-World Project in the Financial Industry. | Robert Wrembel, Witold Andrzejewski, Pawel Boinski, Bartosz Bebel |
| 2025 | Data Integration in the AI Era: Research Trends and Still Open Issues. | Robert Wrembel |
| 2025 | Local-Aware Convolutional Modulation for Short-Term Sequential Recommendation. | Tianxing Wang, Can Wang, Hui Tian, Hong Shen |
| 2025 | Cross-Modal Sequential Point-of-Interest Recommendation with Lightweight Hybrid Fusion Strategy. | Tianxing Wang, Can Wang, Hui Tian, Hong Shen |
| 2025 | Integrating Bitcoin Transactions into Relational Databases for IoT: Challenges and Solutions. | Rebeca Tonu, Otilia Maria Muntean, Ciprian Pungila |
| 2025 | Effects of Response Length on User Search Experience in Spoken Conversational Search. | Ken Tobioka, Takehiro Yamamoto, Hiroaki Ohshima |
| 2025 | Accurate Concept Drift Detection Without Updating Autoencoders. | Taisei Takano, Hisashi Koga |
| 2025 | On the Costs and Benefits of Learned Indexing for Dynamic High-Dimensional Data. | Terzia Slaninkov, Jaroslav Olha, David Prochzka, Matej Antol, Vlastislav Dohnal |
| 2025 | An Enhanced FP-Growth Algorithm with Hybrid Adaptive Support Threshold for Association Rule Mining. | Kanda Runapongsa Saikaew, Carson K. Leung, Kritbodin Phiwhorm |
| 2025 | Sparse Matrix Algorithms for Evolving Neural Networks. | Carlos Ordonez |
| 2025 | Prediction of Iterative Solvers' Convergence Using Pretraining by Natural Images. | Yuki Oba, Taro Tezuka, Hidehiko Hasegawa |
| 2025 | Certainty Attacks Using Explainability Preprocessing. | Carina Newen, Sofia Vergara Puccini, Emmanuel Mller |
| 2025 | ONNYX : Optimized Neural Networks Yielding eXplainable Insights from ECG Signals-Based Data Streams. | Sanket Mishra, Aravindan V, Rajkanwar Singh, Hasita Chowdary Meka, Sandipan Maiti, Subhrakanta Panda |
| 2025 | SemViSG: Semantic Enrichment and Visualization of Software Graphs. | Sami M'hamdi, Hamamache Kheddouci, Damien Charlemagne, Olivier Bonsignour |
| 2025 | Entity Resolution for Streaming Data with Embeddings. | Zhongwei Ma, Philippe Roose, Jiefu Song |
| 2025 | Alternatives to Shallow Autoencoders for Collaborative Filtering. | Mario Mallea, ngela Nebot, Francisco Mugica |
| 2025 | Autism Detection by Analyzing Handwriting Characteristics of Chinese Characters via Deep Learning Models. | Yunrui Li, Jasin Wong, Eva E. Chen, Syauki Aulia Thamrin, Arbee L. P. Chen |
| 2025 | Fair Proportional Top-k Ranking. | Nina A. Liebrand, Manh Khoi Duong, Stefan Conrad |