Automatic coding of students' writing via Contrastive Representation Learning in the Wasserstein space. - Ruijie Jiang; Julia Gouvea; David Hammer; Shuchin Aeron (CoRR, 2020)

Interpretable contrastive word mover's embedding. - Ruijie Jiang; Julia Gouvea; Eric L. Miller 001; David Hammer; Shuchin Aeron (CoRR, 2021)

Measure Estimation in the Barycentric Coding Model. - Matthew Werenski; Ruijie Jiang; Abiy Tasissa; Shuchin Aeron; James M. Murphy (ICML, 2022)

Satellite-Based Assessment of Meteorological and Agricultural Drought in Mainland Southeast Asia. - Yishan Li; Hui Lu 003; Dara Entekhabi; Daniel J. Short Gianotti; Kun Yang 004; Caihong Luo; Andrew F. Feldman; Wei Wang 207; Ruijie Jiang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Hard Negative Sampling via Regularized Optimal Transport for Contrastive Representation Learning. - Ruijie Jiang; Prakash Ishwar; Shuchin Aeron (IJCNN, 2023)

Accuracy versus time frontiers of semi-supervised and self-supervised learning on medical images. - Zhe Huang; Ruijie Jiang; Shuchin Aeron; Michael C. Hughes (CoRR, 2023)

On neural and dimensional collapse in supervised and unsupervised contrastive learning with hard negative sampling. - Ruijie Jiang; Thuan Nguyen 001; Shuchin Aeron; Prakash Ishwar (CoRR, 2023)

Systematic comparison of semi-supervised and self-supervised learning for medical image classification. - Zhe Huang; Ruijie Jiang; Shuchin Aeron; Michael C. Hughes (CVPR, 2024)

Supervised Contrastive Learning with Hard Negative Samples. - Ruijie Jiang; Thuan Nguyen 001; Prakash Ishwar; Shuchin Aeron (IJCNN, 2024)

On Neural Collapse in Contrastive Learning with Imbalanced Datasets. - Thuan Nguyen 001; Ruijie Jiang; Shuchin Aeron; Prakash Ishwar; D. Richard Brown (MLSP, 2024)

Analysis and comparison of the flood simulations with the routing model CaMa-Flood at different spatial resolutions in the CONUS. - Ruijie Jiang; Hui Lu 003; Kun Yang 004; Hiroshi Cho; Dai Yamazaki (Environ. Model. Softw., 2025)

Hard-Negative Sampling for Contrastive Learning: Optimal Representation Geometry and Neural- vs Dimensional-Collapse. - Ruijie Jiang; Thuan Nguyen 001; Shuchin Aeron; Prakash Ishwar (Trans. Mach. Learn. Res., 2025)