Adam Dejl

According to our database, Adam Dejl authored at least 10 papers between 2021 and 2024.

Collaborative distances:

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

2024

Heterogeneous Graph Neural Networks with Post-hoc Explanations for Multi-modal and Explainable Land Use Inference.

Xuehao Zhai, Junqi Jiang, Adam Dejl, Antonio Rago, Fangce Guo, Francesca Toni, Aruna Sivakumar

CoRR, 2024

Analyzing Key Neurons in Large Language Models.

Lihu Chen, Adam Dejl, Francesca Toni

CoRR, 2024

Contestable AI needs Computational Argumentation.

Francesco Leofante, Hamed Ayoobi, Adam Dejl, Gabriel Freedman, Deniz Gorur, Junqi Jiang, Guilherme Paulino-Passos, Antonio Rago, Anna Rapberger, Fabrizio Russo, Xiang Yin, Dekai Zhang, Francesca Toni

CoRR, 2024

Argumentative Large Language Models for Explainable and Contestable Decision-Making.

Gabriel Freedman, Adam Dejl, Deniz Gorur, Xiang Yin, Antonio Rago, Francesca Toni

CoRR, 2024

2023

A Knowledge Distillation Approach for Sepsis Outcome Prediction from Multivariate Clinical Time Series.

Anna Wong, Shu Ge, Nassim Oufattole, Adam Dejl, Megan Su, Ardavan Saeedi, Li-Wei H. Lehman

CoRR, 2023

CAFE: Conflict-Aware Feature-wise Explanations.

Adam Dejl, Hamed Ayoobi, Matthew Williams, Francesca Toni

CoRR, 2023

RadGraph2: Modeling Disease Progression in Radiology Reports via Hierarchical Information Extraction.

Sameer Tajdin Khanna, Adam Dejl, Kibo Yoon, Quoc Hung Truong, Hanh Duong, Agustina Saenz, Pranav Rajpurkar

CoRR, 2023

RadGraph2: Modeling Disease Progression in Radiology Reports via Hierarchical Information Extraction.

Sameer Tajdin Khanna, Adam Dejl, Kibo Yoon, Steven QH Truong, Hanh Duong, Agustina Saenz, Pranav Rajpurkar

Proceedings of the Machine Learning for Healthcare Conference, 2023

2022

Treatment-RSPN: Recurrent Sum-Product Networks for Sequential Treatment Regimes.

Adam Dejl, Harsh Deep, Jonathan Fei, Ardavan Saeedi, Li-Wei H. Lehman

CoRR, 2022

2021

Argflow: A Toolkit for Deep Argumentative Explanations for Neural Networks.

Adam Dejl, Chloe He, Pranav Mangal, Hasan Mohsin, Bogdan Surdu, Eduard Voinea, Emanuele Albini, Piyawat Lertvittayakumjorn, Antonio Rago, Francesca Toni

Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021