An Optimal Transport Approach to Deep Metric Learning (Student Abstract). - Jason Xiaotian Dou; Lei Luo; Raymond Mingrui Yang (AAAI, 2022)

Towards Cross-Modal Causal Structure and Representation Learning. - Haiyi Mao; Hongfu Liu 001; Jason Xiaotian Dou; Panayiotis V. Benos (ML4H@NeurIPS, 2022)

COEM: Cross-Modal Embedding for MetaCell Identification. - Haiyi Mao; Minxue Jia; Jason Xiaotian Dou; Haotian Zhang; Panayiotis V. Benos (CoRR, 2022)

Sampling Through the Lens of Sequential Decision Making. - Jason Xiaotian Dou; Alvin Qingkai Pan; Runxue Bao; Haiyi Harry Mao; Lei Luo (CoRR, 2022)

Decomposable Sparse Tensor on Tensor Regression. - Haiyi Mao; Jason Xiaotian Dou (CoRR, 2022)

Demystify the Gravity Well in the Optimization Landscape (Student Abstract). - Jason Xiaotian Dou; Runxue Bao; Susan Song; Shuran Yang; Yanfu Zhang; Paul Pu Liang; Haiyi Harry Mao (AAAI, 2023)