Yang Liu

TianQuan-S2S: A Subseasonal-to-Seasonal Global Weather Model via Incorporate Climatology State

Beyond Structure: Invariant Crystal Property Prediction with Pseudo-Particle Ray Diffraction

Task-Adaptive Parameter-Efficient Fine-Tuning for Weather Foundation Models

ResCast: Enhancing Global Medium-range Precipitation Forecasting with Residual Diffusion Model

SynopticMind: An Instruction Tuning MLLM For Weather Forecasting Report Generation

InversionGNN: A Dual Path Network for Multi-Property Molecular Optimization

Mesh Interpolation Graph Network for Dynamic and Spatially Irregular Global Weather Forecasting

SimXRD-4M: Big Simulated X-ray Diffraction Data and Crystal Symmetry Classification Benchmark

CirT: Global Subseasonal-to-Seasonal Forecasting with Geometry-inspired Transformer

Non-stationary Equivariant Graph Neural Networks for Physical Dynamics Simulation