Pipi Hu

18 papers Journal 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
Drifting to Boltzmann: Million-Fold Acceleration in Boltzmann Sampling with Force-Guided Drifting.
CoRR
Pipi Hu
2026 J jnl
STWCR: Weak collocation regression for revealing hidden stochastic dynamics from single trajectory data.
Appl. Math. Comput.
Yan Jiang, Zhijun Zeng, Wuyue Yang, Liu Hong, Pipi Hu, Yi Zhu
2026 J jnl
Weak collocation networks: A deep learning approach to reconstruct stochastic dynamics from aggregate data.
Commun. Nonlinear Sci. Numer. Simul.
Zhitong Chen, Zhijun Zeng, Pipi Hu, Yi Zhu
2025 J jnl
HybriDNA: A Hybrid Transformer-Mamba2 Long-Range DNA Language Model.
CoRR
Mingqian Ma, Guoqing Liu, Chuan Cao, Pan Deng, Tri Dao, Albert Gu, Peiran Jin, Zhao Yang, Yingce Xia, Renqian Luo, Pipi Hu, Zun Wang, Yuan-Jyue Chen, Haiguang Liu, Tao Qin
2025 J jnl
Potential Score Matching: Debiasing Molecular Structure Sampling with Potential Energy Guidance.
CoRR
Liya Guo, Zun Wang, Chang Liu, Junzhe Li, Pipi Hu, Yi Zhu
2025 J jnl
Potential Score Matching: Debiasing Molecular Structure Sampling with Potential Energy Guidance.
Trans. Mach. Learn. Res.
Liya Guo, Zun Wang, Chang Liu, Junzhe Li, Pipi Hu, Yi Zhu, Tao Qin
2025 J jnl
UniGenX: Unified Generation of Sequence and Structure with Autoregressive Diffusion.
CoRR
Gongbo Zhang, Yanting Li, Renqian Luo, Pipi Hu, Zeru Zhao, Lingbo Li, Guoqing Liu, Zun Wang, Ran Bi, Kaiyuan Gao, Liya Guo, Yu Xie, Chang Liu, Jia Zhang, Tian Xie, Robert Pinsler, Claudio Zeni, Ziheng Lu, Yingce Xia, Marwin H. S. Segler, Maik Riechert, Li Yuan, Lei Chen, Haiguang Liu, Tao Qin
2024 J jnl
A note on the adjoint method for neural ordinary differential equation network.
CoRR
Pipi Hu
2024 J jnl
Weak Collocation Regression for Inferring Stochastic Dynamics with Lévy Noise.
CoRR
Liya Guo, Liwei Lu, Zhijun Zeng, Pipi Hu, Yi Zhu
2024 J jnl
Weak collocation regression method: Fast reveal hidden stochastic dynamics from high-dimensional aggregate data.
J. Comput. Phys.
Liwei Lu, Zhijun Zeng, Yan Jiang, Yi Zhu, Pipi Hu
2023 J jnl
DCM: Deep complementary energy method based on the principle of minimum complementary energy.
CoRR
Yizheng Wang, Jia Sun, Zaiyuan Lu, Pipi Hu, Yinghua Liu
2023 J jnl
On robustness of neural ODEs image classifiers.
Inf. Sci.
Wenjun Cui, Honglei Zhang, Haoyu Chu, Pipi Hu, Yidong Li
2023 J jnl
Reconstruction of dynamical systems from data without time labels.
CoRR
Zhijun Zeng, Pipi Hu, Chenglong Bao, Yi Zhu, Zuoqiang Shi
2022 J jnl
BI-GreenNet: Learning Green's functions by boundary integral network.
CoRR
Guochang Lin, Fukai Chen, Pipi Hu, Xiang Chen, Junqing Chen, Jun Wang, Zuoqiang Shi
2022 J jnl
Revealing hidden dynamics from time-series data by ODENet.
J. Comput. Phys.
Pipi Hu, Wuyue Yang, Yi Zhu, Liu Hong
2022 J jnl
Weak Collocation Regression method: fast reveal hidden stochastic dynamics from high-dimensional aggregate data.
CoRR
Liwei Lu, Zhijun Zeng, Yan Jiang, Yi Zhu, Pipi Hu
2021 J jnl
BINet: Learning to Solve Partial Differential Equations with Boundary Integral Networks.
CoRR
Guochang Lin, Pipi Hu, Fukai Chen, Xiang Chen, Junqing Chen, Jun Wang, Zuoqiang Shi
2020 J jnl
Revealing hidden dynamics from time-series data by ODENet.
CoRR
Pipi Hu, Wuyue Yang, Yi Zhu, Liu Hong