Publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. AAAI
    Exploring Non-Convex Discrete Energy Landscapes: An Efficient Langevin-Like Sampler with Replica Exchange
    Haoyang Zheng, Hengrong Du, Ruqi Zhang, and Guang Lin
    In Proceedings of the 40th Annual AAAI Conference on Artificial Intelligence (AAAI-26), 2026
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2025

  1. AMO
    Partial Regularity for the Three-Dimensional Stochastic Ericksen–Leslie Equations
    Hengrong Du, and Changyou Wang
    Applied Mathematics and Optimization, 2025
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  2. AISTATS
    Optimal Stochastic Trace Estimation in Generative Modeling
    Xinyang Liu, Hengrong Du, Wei Deng, and Ruqi Zhang
    In Proceedings of the 28th International Conference on Artificial Intelligence and Statistics (AISTATS), 2025
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  3. ICLR
    Linear Partial Gromov–Wasserstein Embedding
    Yikun Bai, Rocio Diaz Martin, Hengrong Du, Ashkan Shahbazi, and Soheil Kolouri
    In Proceedings of the International Conference on Learning Representations (ICLR), 2025
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  4. ICLR
    Partial Gromov–Wasserstein Metric
    Yikun Bai, Rocio Diaz Martin, Hengrong Du, Ashkan Shahbazi, and Soheil Kolouri
    In Proceedings of the International Conference on Learning Representations (ICLR), 2025
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  5. arXiv
    Non-Reversible Langevin Algorithms for Constrained Sampling
    Hengrong Du, Qi Feng, Changwei Tu, Xiaoyu Wang, and Lingjiong Zhu
    arXiv preprint, 2025
    arXiv
  6. arXiv
    Fused Partial Gromov–Wasserstein for Structured Objects
    Yikun Bai, Huy Tran, Hengrong Du, Xinran Liu, and Soheil Kolouri
    arXiv preprint, 2025
    arXiv

2024

  1. JEE
    On a Thermodynamically Consistent Model for Magnetoviscoelastic Fluids in 3D
    Hengrong Du, Yuanzhen Shao, and Gieri Simonett
    Journal of Evolution Equations, 2024
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  2. ICML
    Constrained Exploration via Reflected Replica Exchange Stochastic Gradient Langevin Dynamics
    Haoyang Zheng, Hengrong Du, Qi Feng, Wei Deng, and Guang Lin
    In Proceedings of the 41st International Conference on Machine Learning (ICML), 2024
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2023

  1. NARWA
    Well-posedness for Magnetoviscoelastic Fluids in 3D
    Hengrong Du, Yuanzhen Shao, and Gieri Simonett
    Nonlinear Analysis: Real World Applications, 2023
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  2. Adv. Calc. Var.
    Compactness of 𝑀-uniform Domains and Optimal Thermal Insulation Problems
    Hengrong Du, Qinfeng Li, and Changyou Wang
    Advances in Calculus of Variations, 2023
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  3. ICML
    On Convergence of Approximate Schrödinger Bridge with Bounded Cost
    Wei Deng, Yu Chen, Nicole Tianjiao Yang, Hengrong Du, Qi Feng, and Ricky TQ Chen
    In ICML Workshop on New Frontiers in Learning, Control, and Dynamical Systems, 2023
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  4. IFB
    Stability of Self-similar Solutions to Geometric Flows
    Hengrong Du, and Nung Kwan Yip
    Interfaces and Free Boundaries, 2023
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2022

  1. Math. Z.
    Weak Compactness Property of Simplified Nematic Liquid Crystal Flows in Dimension Two
    Hengrong Du, Tao Huang, and Changyou Wang
    Mathematische Zeitschrift, 2022
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  2. DCDS
    Global Weak Solutions to the Stochastic Ericksen–Leslie System in Dimension Two
    Hengrong Du, and Changyou Wang
    Discrete and Continuous Dynamical Systems, 2022
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2021

  1. Nonlinearity
    Partial Regularity of a Nematic Liquid Crystal Model with Kinematic Transport Effects
    Hengrong Du, and Changyou Wang
    Nonlinearity, 2021
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2020

  1. ARMA
    Suitable Weak Solutions for the Co-rotational Beris–Edwards System in Dimension Three
    Hengrong Du, Xianpeng Hu, and Changyou Wang
    Archive for Rational Mechanics and Analysis, 2020
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  2. JEPE
    Weak Solutions of Non-isothermal Nematic Liquid Crystal Flow in Dimension Three
    Hengrong Du, Yimei Li, and Changyou Wang
    Journal of Elliptic and Parabolic Equations, 2020
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