Hengrong Du

According to our database, Hengrong Du authored at least 10 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Exploring Non-Convex Discrete Energy Landscapes: An Efficient Langevin-Like Sampler with Replica Exchange.

Haoyang Zheng, Hengrong Du, Ruqi Zhang, Guang Lin

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Fused Partial Gromov-Wasserstein for Structured Objects.

Yikun Bai, Huy Tran, Hengrong Du, Xinran Liu, Soheil Kolouri

CoRR, February, 2025

Non-Reversible Langevin Algorithms for Constrained Sampling.

Hengrong Du, Qi Feng, Changwei Tu, Xiaoyu Wang, Lingjiong Zhu

CoRR, January, 2025

Partial Gromov-Wasserstein Metric.

Yikun Bai, Rocio Diaz Martin, Abihith Kothapalli, Hengrong Du, Xinran Liu, Soheil Kolouri

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Linear Partial Gromov-Wasserstein Embedding.

Yikun Bai, Abihith Kothapalli, Hengrong Du, Rocio Diaz Martin, Soheil Kolouri

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Optimal Stochastic Trace Estimation in Generative Modeling.

Xinyang Liu, Hengrong Du, Wei Deng, Ruqi Zhang

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

A New Hybrid Automaton Framework with Partial Differential Equation Dynamics.

Tianshu Bao, Hengrong Du, Weiming Xiang, Taylor T. Johnson

CoRR, 2024

Efficient Solvers for Partial Gromov-Wasserstein.

Yikun Bai, Rocio Diaz Martin, Hengrong Du, Ashkan Shahbazi, Soheil Kolouri

CoRR, 2024

Reflected Schrödinger Bridge for Constrained Generative Modeling.

Wei Deng, Yu Chen, Nicole Tianjiao Yang, Hengrong Du, Qi Feng, Ricky Tian Qi Chen

Proceedings of the Uncertainty in Artificial Intelligence, 2024

Constrained Exploration via Reflected Replica Exchange Stochastic Gradient Langevin Dynamics.

Haoyang Zheng, Hengrong Du, Qi Feng, Wei Deng, Guang Lin

Proceedings of the Forty-first International Conference on Machine Learning, 2024