Continually-Adaptive Representation Learning Framework for Time-Sensitive Healthcare Applications. - Akash Choudhuri; Hankyu Jang; Alberto M. Segre; Philip M. Polgreen; Kishlay Jha; Bijaya Adhikari (CIKM, 2023)

Summarizing Clinical Notes using LLMs for ICU Bounceback and Length-of-Stay Prediction. - Akash Choudhuri; Philip Polgreen; Alberto M. Segre; Bijaya Adhikari (ICDM (Workshops), 2024)

Domain Knowledge Augmented Contrastive Learning on Dynamic Hypergraphs for Improved Health Risk Prediction. - Akash Choudhuri; Hieu Vu; Kishlay Jha; Bijaya Adhikari (SDM, 2025)

Conformal Edge-Weight Prediction in Latent Space. - Akash Choudhuri; Yongjian Zhong; Mehrdad Moharrami; Christine Klymko; Mark Heimann; Jayaraman J. Thiagarajan; Bijaya Adhikari (SDM, 2025)