3 papers
cs.SE2026
Compliance Management for Federated Data Processing
Natallia Kokash, Adam Belloum, Paola Grosso
Federated data processing (FDP) offers a promising approach for enabling collaborative analysis of sensitive data without centralizing raw datasets. However, real-world adoption re…
cs.CL2025
SurveyGen-I: Consistent Scientific Survey Generation with Evolving Plans and Memory-Guided Writing
Jing Chen, Zhiheng Yang, Yixian Shen +4
Survey papers play a critical role in scientific communication by consolidating progress across a field. Recent advances in Large Language Models (LLMs) offer a promising solution…
cs.LG2025
Ontology- and LLM-based Data Harmonization for Federated Learning in Healthcare
Natallia Kokash, Lei Wang, Thomas H. Gillespie +5
The rise of electronic health records (EHRs) has unlocked new opportunities for medical research, but privacy regulations and data heterogeneity remain key barriers to large-scale…