BINet: Learning to Solve Partial Differential Equations with Boundary Integral Networks. - Guochang Lin; Pipi Hu; Fukai Chen; Xiang Chen; Junqing Chen; Jun Wang 012; Zuoqiang Shi (CoRR, 2021)

BI-GreenNet: Learning Green's functions by boundary integral network. - Guochang Lin; Fukai Chen; Pipi Hu; Xiang Chen; Junqing Chen; Jun Wang 012; Zuoqiang Shi (CoRR, 2022)

Revealing hidden dynamics from time-series data by ODENet. - Pipi Hu; Wuyue Yang; Yi Zhu 010; Liu Hong (J. Comput. Phys., 2022)

DCM: Deep complementary energy method based on the principle of minimum complementary energy. - Yizheng Wang; Jia Sun; Zaiyuan Lu; Pipi Hu; Yinghua Liu (CoRR, 2023)

Reconstruction of dynamical systems from data without time labels. - Zhijun Zeng; Pipi Hu; Chenglong Bao; Yi Zhu 010; Zuoqiang Shi (CoRR, 2023)

On robustness of neural ODEs image classifiers. - Wenjun Cui; Honglei Zhang; Haoyu Chu; Pipi Hu; Yidong Li (Inf. Sci., 2023)

A note on the adjoint method for neural ordinary differential equation network. - Pipi Hu (CoRR, 2024)

Weak Collocation Regression for Inferring Stochastic Dynamics with Lévy Noise. - Liya Guo; Liwei Lu; Zhijun Zeng; Pipi Hu; Yi Zhu 010 (CoRR, 2024)

Weak collocation regression method: Fast reveal hidden stochastic dynamics from high-dimensional aggregate data. - Liwei Lu; Zhijun Zeng; Yan Jiang; Yi Zhu 010; Pipi Hu (J. Comput. Phys., 2024)

Potential Score Matching: Debiasing Molecular Structure Sampling with Potential Energy Guidance. - Liya Guo; Zun Wang; Chang Liu 030; Junzhe Li; Pipi Hu; Yi Zhu 010; Tao Qin 001 (Trans. Mach. Learn. Res., 2025)

HybriDNA: A Hybrid Transformer-Mamba2 Long-Range DNA Language Model. - Mingqian Ma; Guoqing Liu; Chuan Cao; Pan Deng; Tri Dao; Albert Gu; Peiran Jin; Zhao Yang 006; Yingce Xia; Renqian Luo; Pipi Hu; Zun Wang; et al. (CoRR, 2025)

UniGenX: Unified Generation of Sequence and Structure with Autoregressive Diffusion. - Gongbo Zhang; Yanting Li; Renqian Luo; Pipi Hu; Zeru Zhao; Lingbo Li; Guoqing Liu; Zun Wang; Ran Bi; Kaiyuan Gao; Liya Guo; Yu Xie; et al. (CoRR, 2025)

Potential Score Matching: Debiasing Molecular Structure Sampling with Potential Energy Guidance. - Liya Guo; Zun Wang; Chang Liu 030; Junzhe Li; Pipi Hu; Yi Zhu 010 (CoRR, 2025)