Du, Hengrong

6 publications

ICLR 2025 Linear Partial Gromov-Wasserstein Embedding Yikun Bai, Abihith Kothapalli, Hengrong Du, Rocio Diaz Martin, Soheil Kolouri
AISTATS 2025 Optimal Stochastic Trace Estimation in Generative Modeling Xinyang Liu, Hengrong Du, Wei Deng, Ruqi Zhang
ICLR 2025 Partial Gromov-Wasserstein Metric Yikun Bai, Rocio Diaz Martin, Abihith Kothapalli, Hengrong Du, Xinran Liu, Soheil Kolouri
ICML 2024 Constrained Exploration via Reflected Replica Exchange Stochastic Gradient Langevin Dynamics Haoyang Zheng, Hengrong Du, Qi Feng, Wei Deng, Guang Lin
UAI 2024 Reflected Schrödinger Bridge for Constrained Generative Modeling Wei Deng, Yu Chen, Nicole Tianjiao Yang, Hengrong Du, Qi Feng, Ricky Tian Qi Chen
ICMLW 2023 On Convergence of Approximate Schr\"odinger Bridge with Bounded Cost Wei Deng, Yu Chen, Nicole Tianjiao Yang, Hengrong Du, Qi Feng, Ricky T. Q. Chen