El-Assady, Mennatallah

14 publications

ICLR 2025 Reward Learning from Multiple Feedback Types Yannick Metz, Andras Geiszl, Raphaël Baur, Mennatallah El-Assady

NeurIPSW 2024 Interactive Semantic Interventions for VLMs: A Causality-Inspired Investigation of VLM Failures Lukas Klein, Kenza Amara, Carsten T. Lüth, Hendrik Strobelt, Mennatallah El-Assady, Paul F Jaeger

NeurIPSW 2024 Interactive Semantic Interventions for VLMs: A Human-in-the-Loop Approach to Interpretability Lukas Klein, Kenza Amara, Carsten T. Lüth, Antonio Foncubierta-Rodríguez, Hendrik Strobelt, Mennatallah El-Assady, Paul F Jaeger

NeurIPSW 2024 Interactive Semantic Interventions for VLMs: A Human-in-the-Loop Investigation of VLM Failure Lukas Klein, Kenza Amara, Carsten T. Lüth, Hendrik Strobelt, Mennatallah El-Assady, Paul F Jaeger

NeurIPSW 2024 Interactive Semantic Interventions for VLMs: Breaking VLMs with Human Ingenuity Lukas Klein, Kenza Amara, Carsten T. Lüth, Hendrik Strobelt, Mennatallah El-Assady, Paul F Jaeger

NeurIPS 2024 Navigating the Maze of Explainable AI: A Systematic Approach to Evaluating Methods and Metrics Lukas Klein, Carsten Lüth, Udo Schlegel, Till Bungert, Mennatallah El-Assady, Paul Jäger

NeurIPS 2024 On Affine Homotopy Between Language Encoders Robin S. M. Chan, Reda Boumasmoud, Anej Svete, Yuxin Ren, Qipeng Guo, Zhijing Jin, Shauli Ravfogel, Mrinmaya Sachan, Bernhard Schölkopf, Mennatallah El-Assady, Ryan Cotterell

NeurIPS 2024 PowerGraph: A Power Grid Benchmark Dataset for Graph Neural Networks Anna Varbella, Kenza Amara, Blazhe Gjorgiev, Mennatallah El-Assady, Giovanni Sansavini

NeurIPSW 2023 ExpLIMEable: An Exploratory Framework for LIME Sonia Laguna, Julian Heidenreich, Jiugeng Sun, Nilüfer Cetin, Ibrahim Al Hazwani, Udo Schlegel, Furui Cheng, Mennatallah El-Assady

NeurIPSW 2023 GInX-Eval: Towards In-Distribution Evaluation of Graph Neural Network Explanations Kenza Amara, Mennatallah El-Assady, Rex Ying

MIDL 2023 Improving Explainability of Disentangled Representations Using Multipath-Attribution Mappings Lukas Klein, João B. S. Carvalho, Mennatallah El-Assady, Paolo Penna, Joachim M. Buhmann, Paul F. Jaeger

ICMLW 2023 RLHF-Blender: A Configurable Interactive Interface for Learning from Diverse Human Feedback Yannick Metz, David Lindner, Raphaël Baur, Daniel A. Keim, Mennatallah El-Assady

ICLRW 2021 Curating Publications as Artefacts — Exploring Machine Learning Research in an Interactive Virtual Museum Beatrice Gobbo, Mennatallah El-Assady

ICCVW 2019 Towards a Rigorous Evaluation of XAI Methods on Time Series Hiba Arnout, Mennatallah El-Assady, Daniela Oelke, Daniel A. Keim