Raneen Younis

According to our database, Raneen Younis authored at least 12 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Cross-Modal-Domain Generalization Through Semantically Aligned Discrete Representations.

Souptik Sen, Raneen Younis, Zahra Ahmadi

CoRR, May, 2026

Dynamic Sheaf Diffusion Networks with Adaptive Local Structure for Heterogeneous Spatio-Temporal Graph Learning.

Abeer Mostafa, Raneen Younis, Zahra Ahmadi

CoRR, April, 2026

From Literature to Hypotheses: An AI Co-Scientist System for Biomarker-Guided Drug Combination Hypothesis Generation.

Raneen Younis, Suvinava Basak, Lukas Chavez, Zahra Ahmadi

CoRR, March, 2026

Orthogonalized Multimodal Contrastive Learning with Asymmetric Masking for Structured Representations.

Carolin Cissee, Raneen Younis, Zahra Ahmadi

CoRR, February, 2026

2025

Fed-FUEL: fairness and utility enhancing agnostic federated learning framework.

Maryam Badar, Raneen Younis, Sandipan Sikdar, Wolfgang Nejdl, Marco Fisichella

Data Min. Knowl. Discov., November, 2025

Learning from the Right Patches: A Two-Stage Wavelet-Driven Masked Autoencoder for Histopathology Representation Learning.

Raneen Younis, Louay Hamdi, Lukas Chavez, Zahra Ahmadi

CoRR, November, 2025

Effective and transparent multivariate time series classification.

Raneen Younis

PhD thesis, 2025

2024

MTS2Graph: Interpretable multivariate time series classification with temporal evolving graphs.

Raneen Younis, Abdul Hakmeh, Zahra Ahmadi

Pattern Recognit., 2024

HyperTime: A Dynamic Hypergraph Approach for Time Series Classification.

Raneen Younis, Zahra Ahmadi

Proceedings of the IEEE International Conference on Data Mining, 2024

2023

FLAMES2Graph: An Interpretable Federated Multivariate Time Series Classification Framework.

Raneen Younis, Zahra Ahmadi, Abdul Hakmeh, Marco Fisichella

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022

FLY-SMOTE: Re-Balancing the Non-IID IoT Edge Devices Data in Federated Learning System.

Raneen Younis, Marco Fisichella

IEEE Access, 2022

Multivariate Time Series Analysis: An Interpretable CNN-based Model.

Raneen Younis, Sergej Zerr, Zahra Ahmadi

Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022