HZ
Haomin Zhou
cs.NAmath.NAmath.OCcs.LGstat.MLmath.DSLandfillmath.PRAlgorithmscs.CL
On Valency
published · living versionsW_59me5v74·v1 · currentpublished
A Parameterized Stochastic Hamiltonian Process on Graphs with Two-Point Boundary Conditions
with Yaxin Feng, Yang Xiang
1 version
Preprints & journals
66 papers in the corpus · 2006–2026Aspect-Based Sentiment Evolution and its Correlation with Review Rounds in Multi-Round Peer Reviews: A Deep Learning Approach2606.24188v1 · Ruxue Hana, Haomin Zhoua, Jiangtao Zhong et al.2026 · 2 citationsData and Information Management, 2026
Which Review Aspect Has a Greater Impact on the Duration of Open Peer Review in Multiple Rounds? -- Evidence from Nature Communications2606.21904v1 · Haomin Zhou, Ruxue Han, Jiangtao Zhong et al.2026 · 5 citationsarXiv
Fourier multi-component and multi-layer neural networks: Unlocking high-frequency potential.42349280 · Zhang, Shijun, Zhao, Hongkai, Zhong, Yimin et al.2026 · 0 citationsNeural networks : the official journal of the International Neural Network Society. 2026;204:109268
Newton's method for optimal transport problem on graphs2605.07408v1 · Qujiangxue Chen, Jianbo Cui, Luca Dieci et al.2026 · 0 citationsarXiv
Discrete Mean Field Games on Finite Graphs as Initial Value Optimization2604.05685v1 · Yaxin Feng, Yang Xiang, Haomin Zhou2026 · 0 citationsarXiv
Deep Tangent Bundle (DTB) method: a Deep Neural Network approach to compute solutions of PDES2509.00957v1 · Hao Wu, Haomin Zhou2025 · 0 citationsarXiv
Identification of Differential Equations by Dynamics-Guided Weighted Weak Form with Voting2506.03899v1 · Jiahui Cheng, Sung Ha Kang, Haomin Zhou et al.2025 · 0 citationsarXiv
PDPO: Parametric Density Path Optimization2505.18473v3 · Sebastian Gutierrez Hernandez, Peng Chen, Haomin Zhou2025 · 0 citationsNeurIPS 2025
A novel algorithm for the decomposition of non-stationary multidimensional and multivariate signals2412.00553v1 · Roberto Cavassi, Antonio Cicone, Enza Pellegrino et al.2024 · 2 citationsarXiv
Structured and Balanced Multi-Component and Multi-Layer Neural Networks2407.00765v3 · Shijun Zhang, Hongkai Zhao, Yimin Zhong et al.2024 · 0 citationsSIAM Journal on Scientific Computing, 47(5):C1059-C1090, 2025
Parameterized Wasserstein Gradient Flow2404.19133v2 · Yijie Jin, Shu Liu, Hao Wu et al.2024 · 3 citationsarXiv
Sulfate reduction behavior in response to landfill dynamic pressure changes.38081091 · Zhou, Haomin, Guo, Shuli, Hui, Cai et al.2024 · 5 citationsJournal of environmental management. 2024;351:119784
Sulfate reduction behavior in response to changing of pressure coupling with temperature inside landfill.37806157 · Zhou, Haomin, Guo, Shuli, Hui, Cai et al.2026 · 11 citationsWaste management (New York, N.Y.). 2023;171:491-501
IRCNN: An Enhanced Iterative Residual Convolutional Neural Network for Non-stationary Signal Decomposition2309.04782v2 · Feng Zhou, Antonio Cicone, Haomin Zhou2023 · 1 citationarXiv
High-dimensional Optimal Density Control with Wasserstein Metric Matching2307.13135v1 · Shaojun Ma, Mengxue Hou, Xiaojing Ye et al.2023 · 3 citationsarXiv
RRCNN: A novel signal decomposition approach based on recurrent residue convolutional neural network2307.01725v1 · Feng Zhou, Antonio Cicone, Haomin Zhou2023 · 1 citationarXiv
Why Shallow Networks Struggle to Approximate and Learn High Frequencies2306.17301v3 · Shijun Zhang, Hongkai Zhao, Yimin Zhong et al.2023 · 5 citationsInformation and Inference: A journal of the IMA, 14(3):iaaf022, September 2025
Parameterized Wasserstein Hamiltonian Flow2306.00191v2 · Hao Wu, Shu Liu, Xiaojing Ye et al.2023 · 4 citationsarXiv
Neural Control of Parametric Solutions for High-dimensional Evolution PDEs2302.00045v2 · Nathan Gaby, Xiaojing Ye, Haomin Zhou2023 · 8 citationsarXiv
Wnt signaling pathway-derived score for predicting therapeutic resistance and tumor microenvironment in lung adenocarcinoma.36703749 · Zhou, Hao-Min, Zhao, Li-Mei2023 · 6 citationsFrontiers in pharmacology. 2022;13:1091018
Optimal control for stochastic nonlinear Schrodinger equation on graph2209.05346v1 · Jianbo Cui, Shu Liu, Haomin Zhou2022 · 11 citationsarXiv
Discrete Langevin Sampler via Wasserstein Gradient Flow2206.14897v2 · Haoran Sun, Hanjun Dai, Bo Dai et al.2022 · 2 citationsarXiv
New theoretical insights in the decomposition and time-frequency representation of nonstationary signals: the IMFogram algorithm2205.15702v2 · Antonio Cicone, Wing Suet Li, Haomin Zhou2022 · 16 citationsarXiv
Sulfate reduction behavior in pressure-bearing leachate saturated zone.36503780 · Shen, Dongsheng, Zhou, Haomin, Jin, Zhiyuan et al.2022 · 15 citationsJournal of environmental sciences (China). 2023;126:545-555
Wasserstein Hamiltonian flow with common noise on graph2204.01185v1 · Jianbo Cui, Shu Liu, Haomin Zhou2022 · 11 citationsarXiv
Stochastic Wasserstein Hamiltonian Flows2111.15163v1 · Jianbo Cui, Shu Liu, Haomin Zhou2021 · 6 citationsarXiv
One or two frequencies? The Iterative Filtering answers2111.11741v1 · Antonio Cicone, Stefano Serra-Capizzano, Haomin Zhou2021 · 18 citationsarXiv
Bounded Cost Path Planning for Underwater Vehicles Assisted by a Time-Invariant Partitioned Flow Field Model.34336932 · Hou, Mengxue, Cho, Sungjin, Zhou, Haomin et al.2021 · 14 citationsFrontiers in robotics and AI. 2021;8:575267
Neural Monge Map estimation and its applications2106.03812v3 · Jiaojiao Fan, Shu Liu, Shaojun Ma et al.2021 · 4 citationsarXiv
A continuation multiple shooting method for Wasserstein geodesic equation2105.09502v1 · Jianbo Cui, Luca Dieci, Haomin Zhou2021 · 7 citationsarXiv
Mean Field Game GAN2103.07855v1 · Shaojun Ma, Haomin Zhou, Hongyuan Zha2021 · 0 citationsarXiv
Learning High Dimensional Wasserstein Geodesics2102.02992v5 · Shu Liu, Shaojun Ma, Yongxin Chen et al.2021 · 5 citationsarXiv
What is a stochastic Hamiltonian process on finite graph? An optimal transport answer2101.08420v1 · Jianbo Cui, Shu liu, Haomin Zhou2021 · 6 citationsarXiv
Time-frequency representation of nonstationary signals: the IMFogram2011.14209v2 · Philippe Barbe, Antonio Cicone, Wing Suet Li et al.2020 · 8 citationsarXiv
Time Discretizations of Wasserstein-Hamiltonian Flows2006.09187v1 · Jianbo Cui, Luca Dieci, Haomin Zhou2020 · 3 citationsarXiv
Neural Parametric Fokker-Planck Equations2002.11309v4 · Shu Liu, Wuchen Li, Hongyuan Zha et al.2020 · 27 citationsSIAM J. Numer. Anal. Vol. 60, No. 3, pp. 1385-1449, 2022
Learning Cost Functions for Optimal Transport2002.09650v2 · Shaojun Ma, Haodong Sun, Xiaojing Ye et al.2020 · 6 citationsarXiv
Learning Stochastic Behaviour from Aggregate Data2002.03513v7 · Shaojun Ma, Shu Liu, Hongyuan Zha et al.2020 · 10 citationsarXiv
A strategy combining intrinsic time-scale decomposition and a feedforward neural network for automatic seizure detection.31443095 · Yang, Lijun, Ding, Sijia, Zhou, Hao-Min et al.2020 · 13 citationsPhysiological measurement. 2019;40(9):095004
Path Planning in Unknown Environments Using Optimal Transport Theory1909.11235v1 · Haoyan Zhai, Magnus Egerstedt, Haomin Zhou2019 · 4 citationsarXiv
Weak Adversarial Networks for High-dimensional Partial Differential Equations1907.08272v3 · Yaohua Zang, Gang Bao, Xiaojing Ye et al.2019 · 433 citationsarXiv
Method of evolving junction on optimal path planning in flow fields1904.11554v2 · Haoyan Zhai, Mengxue Hou, Fumin Zhang et al.2019 · 2 citationsarXiv
Collective motion planning for a group of robots using intermittent diffusion1904.02804v2 · Christina Frederick, Magnus Egerstedt, Haomin Zhou2019 · 3 citationsarXiv
Parametric Fokker-Planck equation1903.10076v2 · Wuchen Li, Shu Liu, Hongyuan Zha et al.2019 · 9 citationsarXiv
Wasserstein Hamiltonian flows1903.01088v2 · Shui-Nee Chow, Wuchen Li, Haomin Zhou2019 · 18 citationsarXiv
A Jump Stochastic Differential Equation Approach for Influence Prediction on Information Propagation Networks1810.10677v1 · Yaohua Zang, Gang Bao, Xiaojing Ye et al.2018 · 0 citationsarXiv
Development of spatial representation of power in children.29753907 · Tang, Fen, Zhou, Haomin, Zhang, Hao et al.2019 · 12 citationsJournal of experimental child psychology. 2018;173:239-249
Learning to Match via Inverse Optimal Transport1802.03644v3 · Ruilin Li, Xiaojing Ye, Haomin Zhou et al.2018 · 21 citationsarXiv
Numerical Analysis for Iterative Filtering with New Efficient Implementations Based on FFT1802.01359v2 · Antonio Cicone, Haomin Zhou2018 · 100 citationsarXiv
A discrete Schrodinger equation via optimal transport on graphs1705.07583v2 · Shui-Nee Chow, Wuchen Li, Haomin Zhou2017 · 45 citationsarXiv
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