A GPU-accelerated smoothed particle hydrodynamics (SPH) model for the shallow water equations. - Xilin Xia; Qiuhua Liang (Environ. Model. Softw., 2016)

A Multi-Scale Mapping Approach Based on a Deep Learning CNN Model for Reconstructing High-Resolution Urban DEMs. - Ling Jiang; Yang Hu 004; Xilin Xia; Qiuhua Liang; Andrea Soltoggio (CoRR, 2019)

A deep convolutional neural network for rapid fluvial flood inundation modelling. - Syed Kabir; Sandhya Patidar; Xilin Xia; Qiuhua Liang; Jeffrey C. Neal; Gareth Pender (CoRR, 2020)

A coupled hydrodynamic and particle-tracking model for full-process simulation of nonpoint source pollutants. - Jinghua Jiang; Qiuhua Liang; Xilin Xia; Jingming Hou (Environ. Model. Softw., 2021)

A new GPU-accelerated coupled discrete element and depth-averaged model for simulation of flow-like landslides. - Xiaoli Su; Qiuhua Liang; Xilin Xia (Environ. Model. Softw., 2022)

A Hierarchical Adaptive Multi-Task Reinforcement Learning Framework for Multiplier Circuit Design. - Zhihai Wang; Jie Wang 005; Dongsheng Zuo; Yunjie Ji; Xilin Xia; Yuzhe Ma; Jianye Hao; Mingxuan Yuan; Yongdong Zhang 001; Feng Wu 001 (ICML, 2024)

Computing Circuits Optimization via Model-Based Circuit Genetic Evolution. - Zhihai Wang; Jie Wang 005; Xilin Xia; Dongsheng Zuo; Lei Chen 031; Yuzhe Ma; Jianye Hao; Mingxuan Yuan; Feng Wu 001 (ICLR, 2025)

Accelerating Large Language Model Reasoning via Speculative Search. - Zhihai Wang; Jie Wang 005; Jilai Pan; Xilin Xia; Huiling Zhen; Mingxuan Yuan; Jianye Hao; Feng Wu 001 (CoRR, 2025)

SynxFlow: A GPU-accelerated Python package for multi-hazard simulations. - Xilin Xia; Xiaodong Ming (J. Open Source Softw., 2025)