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ORCIDHengrong Du
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2020 – today
- 2026
[c6]Haoyang Zheng, Hengrong Du, Ruqi Zhang, Guang Lin:
Exploring Non-Convex Discrete Energy Landscapes: An Efficient Langevin-Like Sampler with Replica Exchange. AAAI 2026: 36775-36783- 2025
- [c5]Xinyang Liu, Hengrong Du, Wei Deng, Ruqi Zhang:
Optimal Stochastic Trace Estimation in Generative Modeling. AISTATS 2025: 4600-4608 - [c4]Yikun Bai, Abihith Kothapalli, Hengrong Du, Rocio Diaz Martin, Soheil Kolouri:
Linear Partial Gromov-Wasserstein Embedding. ICLR 2025 - [c3]Yikun Bai, Rocio Diaz Martin, Abihith Kothapalli, Hengrong Du, Xinran Liu, Soheil Kolouri:
Partial Gromov-Wasserstein Metric. ICLR 2025 - [i8]Hengrong Du
, Qi Feng, Changwei Tu, Xiaoyu Wang, Lingjiong Zhu:
Non-Reversible Langevin Algorithms for Constrained Sampling. CoRR abs/2501.11743 (2025) - [i7]Yikun Bai, Huy Tran, Hengrong Du, Xinran Liu, Soheil Kolouri:
Fused Partial Gromov-Wasserstein for Structured Objects. CoRR abs/2502.09934 (2025) - [i6]Xinyang Liu, Hengrong Du, Wei Deng, Ruqi Zhang:
Optimal Stochastic Trace Estimation in Generative Modeling. CoRR abs/2502.18808 (2025) - 2024
- [c2]Haoyang Zheng, Hengrong Du, Qi Feng, Wei Deng, Guang Lin:
Constrained Exploration via Reflected Replica Exchange Stochastic Gradient Langevin Dynamics. ICML 2024: 61321-61348 - [c1]Wei Deng, Yu Chen, Nicole Tianjiao Yang, Hengrong Du, Qi Feng, Ricky Tian Qi Chen:
Reflected Schrödinger Bridge for Constrained Generative Modeling. UAI 2024: 1055-1082 - [i5]Wei Deng, Yu Chen, Nicole Tianjiao Yang, Hengrong Du, Qi Feng, Ricky T. Q. Chen:
Reflected Schrödinger Bridge for Constrained Generative Modeling. CoRR abs/2401.03228 (2024) - [i4]Yikun Bai, Rocio Diaz Martin, Hengrong Du, Ashkan Shahbazi, Soheil Kolouri:
Efficient Solvers for Partial Gromov-Wasserstein. CoRR abs/2402.03664 (2024) - [i3]Tianshu Bao, Hengrong Du, Weiming Xiang, Taylor T. Johnson:
A New Hybrid Automaton Framework with Partial Differential Equation Dynamics. CoRR abs/2404.11900 (2024) - [i2]Haoyang Zheng, Hengrong Du, Qi Feng, Wei Deng, Guang Lin:
Constrained Exploration via Reflected Replica Exchange Stochastic Gradient Langevin Dynamics. CoRR abs/2405.07839 (2024) - [i1]Yikun Bai, Abihith Kothapalli, Hengrong Du, Rocio Diaz Martin, Soheil Kolouri:
Linear Partial Gromov-Wasserstein Embedding. CoRR abs/2410.16669 (2024)
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