RDI_Team at SemEval-2016 Task 3: RDI Unsupervised Framework for Text Ranking. - Ahmed Magooda; Amr Gomaa; Ashraf Y. Mahgoub; Hany Ahmed; Mohsen A. Rashwan; Hazem M. Raafat; Eslam Kamal; Ahmad A. Al Sallab (SemEval@NAACL-HLT, 2016)

Studying Person-Specific Pointing and Gaze Behavior for Multimodal Referencing of Outside Objects from a Moving Vehicle. - Amr Gomaa; Guillermo Reyes; Alexandra Alles; Lydia Rupp; Michael Feld (ICMI, 2020)

ML-PersRef: A Machine Learning-based Personalized Multimodal Fusion Approach for Referencing Outside Objects From a Moving Vehicle. - Amr Gomaa; Guillermo Reyes; Michael Feld (ICMI, 2021)

What's on your mind? A Mental and Perceptual Load Estimation Framework towards Adaptive In-vehicle Interaction while Driving. - Amr Gomaa; Alexandra Alles; Elena Meiser; Lydia Helene Rupp; Marco Molz; Guillermo Reyes (UI, 2022)

In-Vehicle Interface Adaptation to Environment-Induced Cognitive Workload. - Elena Meiser; Alexandra Alles; Samuel Selter; Marco Molz; Amr Gomaa; Guillermo Reyes (AutomotiveUI (Adjunct Proceedings), 2022)

Adaptive User-Centered Multimodal Interaction towards Reliable and Trusted Automotive Interfaces. - Amr Gomaa (ICMI, 2022)

Advancing Dynamic Hand Gesture Recognition in Driving Scenarios with Synthetic Data. - Amr Gomaa; Robin Zitt; Guillermo Reyes (AutomotiveUI (Adjunct Proceedings), 2023)

It's all about you: Personalized in-Vehicle Gesture Recognition with a Time-of-Flight Camera. - Guillermo Reyes; Amr Gomaa; Michael Feld (AutomotiveUI, 2023)

Unveiling the Role of Expert Guidance: A Comparative Analysis of User-centered Imitation Learning and Traditional Reinforcement Learning. - Amr Gomaa; Bilal Mahdy (HITLAML, 2023)

Adaptive User-centered Neuro-symbolic Learning for Multimodal Interaction with Autonomous Systems. - Amr Gomaa; Bilal Mahdy (HITLAML, 2023)

Towards Adaptive User-centered Neuro-symbolic Learning for Multimodal Interaction with Autonomous Systems. - Amr Gomaa; Michael Feld (ICMI, 2023)

SynthoGestures: A Novel Framework for Synthetic Dynamic Hand Gesture Generation for Driving Scenarios. - Amr Gomaa; Robin Zitt; Guillermo Reyes; Antonio Krüger (UIST (Adjunct Volume), 2023)

Teach Me How to Learn: A Perspective Review towards User-centered Neuro-symbolic Learning for Robotic Surgical Systems. - Amr Gomaa; Bilal Mahdy; Niko Kleer; Michael Feld; Frank Kirchner; Antonio Krüger (CoRR, 2023)

Adaptive User-centered Neuro-symbolic Learning for Multimodal Interaction with Autonomous Systems. - Amr Gomaa; Michael Feld (CoRR, 2023)

LLM-Deliberation: Evaluating LLMs with Interactive Multi-Agent Negotiation Games. - Sahar Abdelnabi; Amr Gomaa; Sarath Sivaprasad; Lea Schönherr; Mario Fritz (CoRR, 2023)

Toward a Surgeon-in-the-Loop Ophthalmic Robotic Apprentice using Reinforcement and Imitation Learning. - Amr Gomaa; Bilal Mahdy; Niko Kleer; Antonio Krüger (CoRR, 2023)

Self-Supervised Contrastive Learning for Videos using Differentiable Local Alignment. - Keyne Oei; Amr Gomaa; Anna Maria Feit; João Belo 001 (BMVC Workshops, 2024)

Towards a Surgeon-in-the-Loop Ophthalmic Robotic Apprentice using Reinforcement and Imitation Learning. - Amr Gomaa; Bilal Mahdy; Niko Kleer; Antonio Krüger (IROS, 2024)

Bridging the Gap to Natural Language-based Grasp Predictions through Semantic Information Extraction. - Niko Kleer; Martin Feick; Amr Gomaa; Michael Feld; Antonio Krüger (IROS, 2024)

Looking for a better fit? An Incremental Learning Multimodal Object Referencing Framework adapting to Individual Drivers. - Amr Gomaa; Guillermo Reyes; Michael Feld; Antonio Krüger (IUI, 2024)

SynthoGestures: A Multi-Camera Framework for Generating Synthetic Dynamic Hand Gestures for Enhanced Vehicle Interaction. - Amr Gomaa; Robin Zitt; Guillermo Reyes; Antonio Krüger (IV, 2024)

Cooperation, Competition, and Maliciousness: LLM-Stakeholders Interactive Negotiation. - Sahar Abdelnabi; Amr Gomaa; Sarath Sivaprasad; Lea Schönherr; Mario Fritz (NeurIPS, 2024)

Incorporation of the Intended Task into a Vision-based Grasp Type Predictor for Multi-fingered Robotic Grasping. - Niko Kleer; Ole Keil; Martin Feick; Amr Gomaa; Tim Schwartz; Michael Feld (RO-MAN, 2024)

AdaptoML-UX: An Adaptive User-centered GUI-based AutoML Toolkit for Non-AI Experts and HCI Researchers. - Amr Gomaa; Michael Sargious; Antonio Krüger (CoRR, 2024)

Firewalls to Secure Dynamic LLM Agentic Networks. - Sahar Abdelnabi; Amr Gomaa; Eugene Bagdasarian; Per Ola Kristensson; Reza Shokri (CoRR, 2025)

Predicting Human Behavior in Autonomous Systems: A Collaborative Machine Teaching Approach for Reducing Transfer of Control Events. - Julian Wolter; Amr Gomaa (CoRR, 2025)

Your Interface, Your Control: Adapting Takeover Requests for Seamless Handover in Semi-Autonomous Vehicles. - Amr Gomaa; Simon Engel; Elena Meiser; Abdulrahman Mohamed Selim; Tobias Jungbluth; Aeneas Leon Sommer; Sarah Kohlmann; Michael Barz; Maurice Rekrut; Michael Feld; Daniel Sonntag; Antonio Krüger (CoRR, 2025)