Kenza Amara

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 14

Top Topics

Sequential Search

Nearest Neighbor

Top Venues

J. Cheminformatics

Publications

Kenza Amara, Rita Sevastjanova, Mennatallah El-Assady
SyntaxShap: Syntax-aware Explainability Method for Text Generation. ACL (Findings) (2024)
Kenza Amara, Rita Sevastjanova, Mennatallah El-Assady
Challenges and Opportunities in Text Generation Explainability. CoRR (2024)
Anna Varbella, Kenza Amara, Blazhe Gjorgiev, Giovanni Sansavini
PowerGraph: A power grid benchmark dataset for graph neural networks. CoRR (2024)
Kenza Amara, Rita Sevastjanova, Mennatallah El-Assady
SyntaxShap: Syntax-aware Explainability Method for Text Generation. CoRR (2024)
Jialin Chen, Kenza Amara, Junchi Yu, Rex Ying
Generative Explanations for Graph Neural Network: Methods and Evaluations. CoRR (2023)
Kenza Amara, Mennatallah El-Assady, Rex Ying
GInX-Eval: Towards In-Distribution Evaluation of Graph Neural Network Explanations. CoRR (2023)
Kenza Amara, Raquel Rodríguez-Pérez, José Jiménez-Luna
Explaining compound activity predictions with a substructure-aware loss for graph neural networks. J. Cheminformatics 15 (1) (2023)
Jialin Chen, Kenza Amara, Junchi Yu, Rex Ying
Generative Explanation for Graph Neural Network: Methods and Evaluation. IEEE Data Eng. Bull. 46 (2) (2023)
Kenza Amara, Matthijs Douze, Alexandre Sablayrolles, Hervé Jégou
Nearest Neighbor Search with Compact Codes: A Decoder Perspective. ICMR (2022)
Gyri Reiersen, David Dao, Björn Lütjens, Konstantin Klemmer, Kenza Amara, Attila Steinegger, Ce Zhang, Xiaoxiang Zhu
ReforesTree: A Dataset for Estimating Tropical Forest Carbon Stock with Deep Learning and Aerial Imagery. AAAI (2022)
Kenza Amara, Rex Ying, Zitao Zhang, Zhihao Han, Yinan Shan, Ulrik Brandes, Sebastian Schemm, Ce Zhang
GraphFramEx: Towards Systematic Evaluation of Explainability Methods for Graph Neural Networks. CoRR (2022)
Gyri Reiersen, David Dao, Björn Lütjens, Konstantin Klemmer, Kenza Amara, Attila Steinegger, Ce Zhang, Xiaoxiang Zhu
ReforesTree: A Dataset for Estimating Tropical Forest Carbon Stock with Deep Learning and Aerial Imagery. CoRR (2022)
Kenza Amara, Zhitao Ying, Zitao Zhang, Zhichao Han, Yang Zhao, Yinan Shan, Ulrik Brandes, Sebastian Schemm, Ce Zhang
GraphFramEx: Towards Systematic Evaluation of Explainability Methods for Graph Neural Networks. LoG (2022)
Kenza Amara, Matthijs Douze, Alexandre Sablayrolles, Hervé Jégou
Nearest neighbor search with compact codes: A decoder perspective. CoRR (2021)