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Pipi Hu

Revealing hidden dynamics from time-series data by ODENet
2022 · Pipi Hu, Wuyue Yang, et al. · Journal of Computational Physics · 38
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BI-GreenNet: Learning Green’s Functions by Boundary Integral Network
2023 · Guochang Lin, Fukai Chen, et al. · Communications in Mathematics and Statistics · 23
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BINet: Learn to Solve Partial Differential Equations with Boundary Integral Networks
2023 · Guochang Lin, Pipi Hu, et al. · CSIAM Transactions on Applied Mathematics · 22
On robustness of neural ODEs image classifiers
2023 · Wenjun Cui, Honglei Zhang, et al. · Information Sciences · 16
Peierls-Nabarro barrier effect in nonlinear Floquet topological insulators
2021 · Mark J. Ablowitz, Justin T. Cole, et al. · Physical review. E · 10
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Weak collocation regression method: Fast reveal hidden stochastic dynamics from high-dimensional aggregate data
2024 · Liwei Lu, Zhijun Zeng, et al. · Journal of Computational Physics · 7
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Traveling edge states in massive Dirac equations along slowly varying edges
2023 · Pipi Hu, Peng Xie, et al. · IMA Journal of Applied Mathematics · 5
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BINet: Learning to Solve Partial Differential Equations with Boundary Integral Networks
2021 · Lin, Guochang, Hu, Pipi, et al. · arXiv (Cornell University) · 3
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Dcm: Deep Complementary Energy Method Based on the Principle of Minimum Complementary Energy
2023 · Yizheng Wang, Sun Jia, et al. · SSRN Electronic Journal · 2
Reconstruction of Dynamical Systems Without Time Label
2026 · Zhijun Zeng, Chenglong Bao, et al. · Communications in Computational Physics · 1
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UNIFUSION: Adapting Autoregressive Language Models into Discrete Diffusion under a Unified Reverse-Rate Objective
2026 · Jiang, Xiaoyi, Li, Jingyuan, et al. · arXiv (Cornell University)
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Mean-to-Score Discrete Diffusion: Posterior-Mean Denoisers for Score Entropy
2026 · Li, Jingyuan, Jiang, Xiaoyi, et al. · arXiv (Cornell University)
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OLEDLM: A Unified Language Model for OLED Molecular Design
2026 · Wen, Fukang, Tang, Yuchong, et al. · arXiv (Cornell University)
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Constant-Target Energy Matching: A Unified Framework for Continuous and Discrete Density Estimation
2026 · Zeng, Zhijun, Jiang, Yixuan, et al. · arXiv (Cornell University)
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Neural Continuous-Time Markov Chain: Discrete Diffusion via Decoupled Jump Timing and Direction
2026 · Li, Jingyuan, Jiang, Xiaoyi, et al. · arXiv (Cornell University)
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Drifting to Boltzmann: Million-Fold Acceleration in Boltzmann Sampling with Force-Guided Drifting
2026 · Hu, Pipi · arXiv (Cornell University)
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STWCR: Weak collocation regression for revealing hidden stochastic dynamics from single trajectory data
2026 · Yan Jiang, Zhijun Zeng, et al. · Applied Mathematics and Computation
FlexRibbon: Joint Sequence and Structure Pretraining for Protein Modeling
2025 · Jianwei Zhu, Yu Shi, et al. · bioRxiv (Cold Spring Harbor Laboratory)
Weak Collocation Regression for Inferring Stochastic Dynamics with Lévy Noise
2025 · Liya Guo, Liwei Lu, et al. · Communications in Computational Physics
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A note on the adjoint method for neural ordinary differential equation network
2024 · Hu, Pipi · arXiv (Cornell University)
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Reconstruction of dynamical systems from data without time labels
2023 · Zeng, Zhijun, Hu, Pipi, et al. · arXiv (Cornell University)
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Works count: 22
Citation count: 129
H-index: 6
I10-index: 5
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