Partitioning signal classes using transport transforms for data analysis and machine learning. - Akram Aldroubi; Shiying Li 002; Gustavo K. Rohde (CoRR, 2020)

Analyzing and Improving Generative Adversarial Training for Generative Modeling and Out-of-Distribution Detection. - Xuwang Yin; Shiying Li 002; Gustavo K. Rohde (CoRR, 2020)

Parametric Signal Estimation Using the Cumulative Distribution Transform. - Abu Hasnat Mohammad Rubaiyat; Kyla M. Hallam; Jonathan M. Nichols; Meredith N. Hutchinson; Shiying Li 002; Gustavo K. Rohde (IEEE Trans. Signal Process., 2020)

Radon Cumulative Distribution Transform Subspace Modeling for Image Classification. - Mohammad Shifat-E.-Rabbi; Xuwang Yin; Abu Hasnat Mohammad Rubaiyat; Shiying Li 002; Soheil Kolouri; Akram Aldroubi; Jonathan M. Nichols; Gustavo K. Rohde (J. Math. Imaging Vis., 2021)

Learning Energy-Based Models with Adversarial Training. - Xuwang Yin; Shiying Li 002; Gustavo K. Rohde (ECCV (5), 2022)

Nearest Subspace Search in The Signed Cumulative Distribution Transform Space For 1d Signal Classification. - Abu Hasnat Mohammad Rubaiyat; Mohammad Shifat-E.-Rabbi; Yan Zhuang; Shiying Li 002; Gustavo K. Rohde (ICASSP, 2022)

Geodesic Properties of a Generalized Wasserstein Embedding for Time Series Aanalysis. - Shiying Li 002; Abu Hasnat Mohammad Rubaiyat; Gustavo K. Rohde (TAG-ML, 2022)

Geodesic Properties of a Generalized Wasserstein Embedding for Time Series Analysis. - Shiying Li 002; Abu Hasnat Mohammad Rubaiyat; Gustavo K. Rohde (CoRR, 2022)

Measure transfer via stochastic slicing and matching. - Shiying Li 002; Caroline Moosmüller (CoRR, 2023)

The Radon Signed Cumulative Distribution Transform and its applications in classification of Signed Images. - Le Gong; Shiying Li 002; Naqib Sad Pathan; Mohammad Shifat-E.-Rabbi; Gustavo K. Rohde; Abu Hasnat Mohammad Rubaiyat; Sumati Thareja (CoRR, 2023)

Approximation properties of slice-matching operators. - Shiying Li 002; Caroline Moosmüller (CoRR, 2023)

Invariance encoding in sliced-Wasserstein space for image classification with limited training data. - Mohammad Shifat-E.-Rabbi; Yan Zhuang; Shiying Li 002; Abu Hasnat Mohammad Rubaiyat; Xuwang Yin; Gustavo K. Rohde (Pattern Recognit., 2023)

End-to-End Signal Classification in Signed Cumulative Distribution Transform Space. - Abu Hasnat Mohammad Rubaiyat; Shiying Li 002; Xuwang Yin; Mohammad Shifat-E.-Rabbi; Yan Zhuang; Gustavo K. Rohde (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Local sliced Wasserstein feature sets for illumination invariant face recognition. - Yan Zhuang; Shiying Li 002; Mohammad Shifat-E.-Rabbi; Xuwang Yin; Abu Hasnat Mohammad Rubaiyat; Gustavo K. Rohde (Pattern Recognit., 2025)

Linear Optimal Transport Subspaces for Point Set Classification. - Mohammad Shifat-E.-Rabbi; Naqib Sad Pathan; Shiying Li 002; Yan Zhuang; Abu Hasnat Mohammad Rubaiyat; Gustavo K. Rohde (J. Math. Imaging Vis., 2025)