Publications

Publications

• J Wang, H Liu, S. Lu, X. Ban. Insignificance-Based Origin-Destination Demand Estimation for Transportation Networks. Accepted by Transportation Science
• X Huang, Z Ye, H Liu, et. al. Meta-Auto-Decoder for Solving Parametric Partial Differential Equations. Accepted by NeurIPS 2022
• X Huang, H Liu, et. al. A universal Physics-Informed Neural Network for solving Partial Differential Equations with a point source. Accepted by IJCAI 2022
• H Liu, L. M. Nguyen, D. T. Phan. StepDIRECT: A Derivative-Free Optimization Method for Stepwise Functions, SIAM International Conference on Data Mining (SDM22)
• D. T. Phan, L. M. Nguyen, P. Murali, N. H. Pham, H. Liu, J. Kalagnanam. Regression Optimization for System-level Production Control, American Control Conference (ACC), 2021
• T Qiu, C Song, Y Zhang, H Liu, JM Vose. Urbanization and climate change jointly shift land surface phenology in the northern mid-latitude large cities, Remote Sensing of Environment, 2020
• H Liu, S Lu. Convergence of the augmented decomposition algorithm, Computational Optimization and Applications, 2019

Code Repositories

Here are some of my GitHub repositories related to research:

• Nano Qwen3 Serving
• vLLM Ascend