Huang, Zijie

14 publications

ICLR 2025 Accelerating Neural ODEs: A Variational Formulation-Based Approach Hongjue Zhao, Yuchen Wang, Hairong Qi, Zijie Huang, Han Zhao, Lui Sha, Huajie Shao

AAAI 2025 Architecture-Aware Learning Curve Extrapolation via Graph Ordinary Differential Equation Yanna Ding, Zijie Huang, Xiao Shou, Yihang Guo, Yizhou Sun, Jianxi Gao

ICLRW 2025 DoMiNO: Down-Scaling Molecular Dynamics with Neural Graph Ordinary Differential Equations Fang Sun, Zijie Huang, Yadi Cao, Xiao Luo, Wei Wang, Yizhou Sun

NeurIPS 2025 Don’t Forget the Enjoin: FocalLoRA for Instruction Hierarchical Alignment in Large Language Models Zitong Shi, Guancheng Wan, Haixin Wang, Ruoyan Li, Zijie Huang, Wanjia Zhao, Yijia Xiao, Xiao Luo, Carl Yang, Yizhou Sun, Wei Wang

NeurIPS 2025 Flow Field Reconstruction with Sensor Placement Policy Learning Ruoyan Li, Guancheng Wan, Zijie Huang, Zixiao Liu, Haixin Wang, Xiao Luo, Wei Wang, Yizhou Sun

TMLR 2025 Graph Fourier Neural ODEs: Modeling Spatial-Temporal Multi-Scales in Molecular Dynamics Fang Sun, Zijie Huang, Haixin Wang, Huacong Tang, Xiao Luo, Wei Wang, Yizhou Sun

ICML 2025 Rethink GraphODE Generalization Within Coupled Dynamical System Guancheng Wan, Zijie Huang, Wanjia Zhao, Xiao Luo, Yizhou Sun, Wei Wang

NeurIPS 2024 GraphVis: Boosting LLMs with Visual Knowledge Graph Integration Yihe Deng, Chenchen Ye, Zijie Huang, Mingyu Derek Ma, Yiwen Kou, Wei Wang

NeurIPS 2024 Physics-Informed Regularization for Domain-Agnostic Dynamical System Modeling Zijie Huang, Wanjia Zhao, Jingdong Gao, Ziniu Hu, Xiao Luo, Yadi Cao, Yuanzhou Chen, Yizhou Sun, Wei Wang

NeurIPS 2023 CARE: Modeling Interacting Dynamics Under Temporal Environmental Variation Xiao Luo, Haixin Wang, Zijie Huang, Huiyu Jiang, Abhijeet Gangan, Song Jiang, Yizhou Sun

NeurIPSW 2023 Causal Graph ODE: Continuous Treatment Effect Modeling in Multi-Agent Dynamical Systems Zijie Huang, Jeehyun Hwang, Junkai Zhang, Jinwoo Baik, Weitong Zhang, Dominik Wodarz, Yizhou Sun, Quanquan Gu, Wei Wang

ICML 2023 HOPE: High-Order Graph ODE for Modeling Interacting Dynamics Xiao Luo, Jingyang Yuan, Zijie Huang, Huiyu Jiang, Yifang Qin, Wei Ju, Ming Zhang, Yizhou Sun

NeurIPSW 2023 TANGO: Time-Reversal Latent GraphODE for Multi-Agent Dynamical Systems Zijie Huang, Wanjia Zhao, Jingdong Gao, Ziniu Hu, Xiao Luo, Yadi Cao, Yuanzhou Chen, Yizhou Sun, Wei Wang

NeurIPS 2020 Learning Continuous System Dynamics from Irregularly-Sampled Partial Observations Zijie Huang, Yizhou Sun, Wei Wang