Sentence Embeddings using Supervised Contrastive Learning. - Danqi Liao (CoRR, 2021)

Assessing Neural Network Representations During Training Using Noise-Resilient Diffusion Spectral Entropy. - Danqi Liao; Chen Liu 020; Benjamin W. Christensen; Alexander Tong 001; Guillaume Huguet; Guy Wolf; Maximilian Nickel; Ian Adelstein; Smita Krishnaswamy (CISS, 2024)

Geometry-Aware Generative Autoencoders for Warped Riemannian Metric Learning and Generative Modeling on Data Manifolds. - Xingzhi Sun 003; Danqi Liao; Kincaid MacDonald; Yanlei Zhang; Chen Liu 020; Guillaume Huguet; Guy Wolf; Ian Adelstein; Tim G. J. Rudner; Smita Krishnaswamy (CoRR, 2024)

Geometry-Aware Generative Autoencoders for Warped Riemannian Metric Learning and Generative Modeling on Data Manifolds. - Xingzhi Sun 003; Danqi Liao; Kincaid MacDonald; Yanlei Zhang; Guillaume Huguet; Guy Wolf; Ian Adelstein; Tim G. J. Rudner; Smita Krishnaswamy (AISTATS, 2025)

DiffKillR: Killing and Recreating Diffeomorphisms for Cell Annotation in Dense Microscopy Images. - Chen Liu 020; Danqi Liao; Alejandro Parada-Mayorga; Alejandro Ribeiro; Marcello DiStasio; Smita Krishnaswamy (ICASSP, 2025)