Shereen Elsayed

According to our database, Shereen Elsayed authored at least 14 papers between 2020 and 2025.

Collaborative distances:

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

2025

An inter- and intra-attention model for multi-behavior recommendation.

Shereen Elsayed, Ahmed Rashed, Lars Schmidt-Thieme

Int. J. Data Sci. Anal., November, 2025

Attribute and Context-Aware Multi-Behavior Model for Unique-Item Recommendation.

Shereen Elsayed, Ngoc Son Le, Ahmed Rashed, Lars Schmidt-Thieme

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2025

Attribute-Aware Sequential Recommendation Model for Used Car Auctions.

Shereen Elsayed, Ngoc Son Le, Ahmed Rashed, Lukas Hestermeyer, Radoslaw Wlodarczyk, Maximilian Stubbemann, Lars Schmidt-Thieme

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2025

2024

Learning Set Embeddings for Fashion Compatibility Recommendation.

Indra Firmansyah, Randolf Scholz, Adrian Nahmendorff, Ngoc Son Le, Shereen Elsayed, Lars Schmidt-Thieme

Proceedings of the Workshop on Strategic and Utility-aware REcommendations (SURE 2024) co-located with 18th ACM Conference on Recommender Systems (RecSys 2024), 2024

Multi-Behavioral Sequential Recommendation.

Shereen Elsayed, Ahmed Rashed, Lars Schmidt-Thieme

Proceedings of the 18th ACM Conference on Recommender Systems, 2024

HMAR: Hierarchical Masked Attention for Multi-behaviour Recommendation.

Shereen Elsayed, Ahmed Rashed, Lars Schmidt-Thieme

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

2023

Context-Aware Sequential Model for Multi-Behaviour Recommendation.

Shereen Elsayed, Ahmed Rashed, Lars Schmidt-Thieme

CoRR, 2023

Deep Multi-Representation Model for Click-Through Rate Prediction.

Shereen Elsayed, Lars Schmidt-Thieme

Proceedings of the International Joint Conference on Neural Networks, 2023

2022

End-to-End Image-Based Fashion Recommendation.

Shereen Elsayed, Lukas Brinkmeyer, Lars Schmidt-Thieme

CoRR, 2022

CARCA: Context and Attribute-Aware Next-Item Recommendation via Cross-Attention.

Ahmed Rashed, Shereen Elsayed, Lars Schmidt-Thieme

CoRR, 2022

A.I. and Data-Driven Mobility at Volkswagen Financial Services AG.

Shayan Jawed, Mofassir ul Islam Arif, Ahmed Rashed, Kiran Madhusudhanan, Shereen Elsayed, Mohsan Jameel, Alexei Volk, Andre Hintsches, Marlies Kornfeld, Katrin Lange, Lars Schmidt-Thieme

CoRR, 2022

Context and Attribute-Aware Sequential Recommendation via Cross-Attention.

Ahmed Rashed, Shereen Elsayed, Lars Schmidt-Thieme

Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022

2021

Do We Really Need Deep Learning Models for Time Series Forecasting?

Shereen Elsayed, Daniela Thyssens, Ahmed Rashed, Lars Schmidt-Thieme, Hadi Samer Jomaa

CoRR, 2021

2020

Exploring the Influence of Data Aggregation in Parking Prediction.

Shereen Elsayed, Daniela Thyssens, Shabanaz Chamurally, Arslan Tariq, Hadi Samer Jomaa

Proceedings of the Database and Expert Systems Applications, 2020