-
Beijing Normal University
- Beijing
- https://orcid.org/0000-0001-7851-3824
Starred repositories
A Material Design Weather Application
U-RNN High-resolution spatiotemporal nowcasting of urban flooding
Official implement for "PGN: The RNN’s New Successor is Effective for Long-Range Time Series Forecasting"(NeurIPS 2024) in PyTorch.
[SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective
This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the …
This repo is for source code of Graph Inference Acceleration by Learning MLPs on Graphs without Supervision
[PVLDB 2024 Best Paper Nomination] TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods
[KDD 2025] DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting
Awesome Deep Learning for Time-Series Imputation, including a must-read paper list about applying neural networks to impute incomplete time series containing NaN missing values/data
[AAAI 2024] PDE+: Enhancing Generalization via PDE with Adaptive Distributional Diffusion
Repository for "FreDF: Learning to Forecast in the Transformed Domain"
Official implementation for "TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables" (NeurIPS 2024)
[IJCAI 2024] This it the official github for IJCAI24 paper "Multi-Modality Spatio-Temporal Forecasting via Self-Supervised Learning"
A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.
[NeurIPS'24] Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
Neural Manifold Operators (KDD 2024)
HunyuanVideo: A Systematic Framework For Large Video Generation Model
🔥LeetCode solutions in any programming language | 多种编程语言实现 LeetCode、《剑指 Offer(第 2 版)》、《程序员面试金典(第 6 版)》题解
Extreme weather detection and characterization
Research Software for Neural Weather Prediction for Limited Area Modeling