| 2026 | ConvTransAKD: Multi-level Wasserstein Alignment for Efficient Knowledge Distillation in Sensor-Based Activity Recognition. | Thi Hong Vuong, Tung Doan, Atsuhiro Takasu |
| 2026 | FAIRTOPIA: A Multi-agent Guardianship Framework for Disrupting Unfair AI Pipelines. | Athena Vakali, Ilias Dimitriadis, Sofia Vei |
| 2026 | A Verifiable Query Processing for Distributed Property Graphs. | Tomoka Tegawa, Toshiyuki Amagasa |
| 2026 | Q-Matrix Learning Based on Graph Attention Neural Network for Knowledge Tracing. | Wei Su, Lei Liu, Chuan Cai, Luna Zhang, Yongna Yuan, Shenglin Xu |
| 2026 | Data Profiling for Change Rules. | Nishttha Sharma, Fei Chiang |
| 2026 | Leveraging Tattoo Description Classification in Historical Record Linkage. | Eric Sartor, Jrmy Foxcroft, Luiza Antonie |
| 2026 | ACAT: A Collaborative Platform for Efficient Aspect-Based Sentiment Dataset Annotation. | Ana-Maria Luisa Mocanu, Ciprian-Octavian Truica, Elena Simona Apostol |
| 2026 | Topologically-Constrained Any-Variate Time-Series Foundation Models for Twinning of Continuous Industrial Processes. | Michael Mayr, Georgios C. Chasparis |
| 2026 | CODA: A Coordinate-Driven Autoencoder for Robust Multivariate Time Series Anomaly Detection. | Pierre Lotte, Andr Pninou, Olivier Teste |
| 2026 | Q-dEclat: A Vertical Quantitative Frequent Pattern Mining Algorithm. | Carson K. Leung, Adam G. M. Pazdor |
| 2026 | Context-Aware Data Quality Management in Data Lakes. | Jos De Leon, Flavia Serra, Adriana Marotta |
| 2026 | Evaluating Time-Dependent Risk Trajectories Through Class-Cluster Alignment. | Sergej Korlakov, Boris Thome, Stefan Conrad |
| 2026 | Causally-Constrained Power Indices: Predicate Attribution for Aggregate Query Explanations. | Pouya Khani, Yuchen Zhang, Ira Assent |
| 2026 | Hybrid Table Annotation in Data Lakes. | Nassima Kaid, Zoubida Kedad, Stphane Lopes |
| 2026 | Database Tuning via Distributional Reinforcement Learning for Hybrid Transactional/Analytical Processing Workloads. | Md Rakibul Hasan, Xiaoying Wu, Dimitri Theodoratos |
| 2026 | ASOS-CRM: Automated Semantic Scoping for CIDOC CRM Population. | Ali Hariri, Stphane Jean, Mickal Baron |
| 2026 | SmartIngest: A Unified Framework for Adaptive Data Ingestion and Management in Lakehouse Architectures. | Ahmed A. Harby, Farhana Zulkernine |
| 2026 | LLM-Assisted Metadata Query Answering on Data Warehouses. | Matteo Francia, Enrico Gallinucci, Matteo Golfarelli, Manuele Pasini, Stefano Rizzi |
| 2026 | Relational Database Data Lineage Ontology. | Jakub Dutkiewicz, Pawel Misiorek, Robert Wrembel |
| 2026 | BALM: Bias-Aware Generation for Large Language Models. | Ginel Dorleon, Shirin Shujaa |
| 2026 | Discovering Relationships in Data Lakes Using Large Language Models: An Industrial Case. | Ahlame Diouan, ric Ferey, Sabine Loudcher, Jrme Darmont |
| 2026 | Finding Prominent Clusters in VAT Family of Algorithms. | Kartik Vishal Deshpande, Osmar R. Zaane, Dheeraj Kumar |
| 2026 | ANNOYing HDBSCAN for Clustering. | Ben M. Clark, Ginelle K. Elias, Carson K. Leung, Adam G. M. Pazdor, Thamira M. Randeniya, Xavier J. Schneider |
| 2026 | GPU-Accelerated Dependency Graph Construction and Conflict Analysis for Preventing Read-Only Anomalies. | Reo Chiyomaru, Takamitsu Shioi, Qiong Chang, Jun Miyazaki |
| 2026 | Calibration Improves Detection of Mislabeled Examples. | Ilies Chibane, Thomas George, Pierre Nodet, Vincent Lemaire |