Improving Long-Horizon Forecasts with Expectation-Biased LSTM Networks. - Aya Abdelsalam Ismail; Timothy Wood 003; Héctor Corrada Bravo (CoRR, 2018)

Input-Cell Attention Reduces Vanishing Saliency of Recurrent Neural Networks. - Aya Abdelsalam Ismail; Mohamed K. Gunady; Luiz Pessoa; Héctor Corrada Bravo; Soheil Feizi (NeurIPS, 2019)

Benchmarking Deep Learning Interpretability in Time Series Predictions. - Aya Abdelsalam Ismail; Mohamed K. Gunady; Héctor Corrada Bravo; Soheil Feizi (NeurIPS, 2020)

Improving Multimodal Accuracy Through Modality Pre-training and Attention. - Aya Abdelsalam Ismail; Mahmudul Hasan 003; Faisal Ishtiaq (CoRR, 2020)

Improving Deep Learning Interpretability by Saliency Guided Training. - Aya Abdelsalam Ismail; Héctor Corrada Bravo; Soheil Feizi (NeurIPS, 2021)

Interpretable Mixture of Experts for Structured Data. - Aya Abdelsalam Ismail; Sercan Ö. Arik; Jinsung Yoon; Ankur Taly; Soheil Feizi; Tomas Pfister (CoRR, 2022)

Interpretable Deep Learning for Time Series. - Aya Abdelsalam Ismail (2022)

Interpretable Mixture of Experts. - Aya Abdelsalam Ismail; Sercan Ö. Arik; Jinsung Yoon; Ankur Taly; Soheil Feizi; Tomas Pfister (Trans. Mach. Learn. Res., 2023)

Concept Bottleneck Generative Models. - Aya Abdelsalam Ismail; Julius Adebayo; Héctor Corrada Bravo; Stephen Ra; Kyunghyun Cho (ICLR, 2024)

Antibody DomainBed: Out-of-Distribution Generalization in Therapeutic Protein Design. - Natasa Tagasovska; Ji Won Park; Matthieu Kirchmeyer; Nathan C. Frey; Andrew Martin Watkins; Aya Abdelsalam Ismail; Arian Rokkum Jamasb; Edith Lee; Tyler Bryson; Stephen Ra; Kyunghyun Cho (CoRR, 2024)

Concept Bottleneck Language Models For protein design. - Aya Abdelsalam Ismail; Tuomas P. Oikarinen; Amy Wang; Julius Adebayo; Samuel Stanton; Taylor Joren; Joseph Kleinhenz; Allen Goodman; Héctor Corrada Bravo; Kyunghyun Cho; Nathan C. Frey (CoRR, 2024)

Concept Bottleneck Language Models For Protein Design. - Aya Abdelsalam Ismail; Tuomas P. Oikarinen; Amy Wang; Julius Adebayo; Samuel Don Stanton; Héctor Corrada Bravo; Kyunghyun Cho; Nathan C. Frey (ICLR, 2025)