shengchaochen82

Awesome-CGM

List of CGM datasets

Awesome-Foundation-Models-for-Weather-and-Climate

A comprehesive survey about foundation models for weather and cliamte data understanding.

awesome-machine-unlearning

Awesome Machine Unlearning (A Survey of Machine Unlearning)

BasicTS

A Standard and Fair Time Series Forecasting Benchmark and Toolkit.

FedPoD

Official implement for IJCAI'24 paper ''Federated Prompt Learning for Weather Foundation Models on Devices''.

FFTS

The implementation of AAAI'25 paper "Federated Foundation Models on Heterogeneous Time Series" | The first work to explore time series foundation models on federated setting.

LM-Weather

Official implementation for Personalized Adapter for Large Meteorology Model on Devices: Towards Weather Foundation Models, NeurIPS 2024.

MetePFL

[IJCAI'23] Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data.

PFL-Non-IID

Personalized federated learning simulation platform with non-IID and unbalanced dataset

weather2k

shengchaochen82/Awesome-Foundation-Models-for-Weather-and-Climate

A comprehesive survey about foundation models for weather and cliamte data understanding.

shengchaochen82/MetePFL

[IJCAI'23] Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data.

shengchaochen82/FedPoD

Official implement for IJCAI'24 paper ''Federated Prompt Learning for Weather Foundation Models on Devices''.

shengchaochen82/BasicTS

A Standard and Fair Time Series Forecasting Benchmark and Toolkit.

shengchaochen82/FFTS

The implementation of AAAI'25 paper "Federated Foundation Models on Heterogeneous Time Series" | The first work to explore time series foundation models on federated setting.

shengchaochen82/LM-Weather

Official implementation for Personalized Adapter for Large Meteorology Model on Devices: Towards Weather Foundation Models, NeurIPS 2024.

shengchaochen82/PFL-Non-IID

Personalized federated learning simulation platform with non-IID and unbalanced dataset

shengchaochen82/weather2k

shengchaochen82/Awesome-CGM

List of CGM datasets

shengchaochen82/awesome-machine-unlearning

Awesome Machine Unlearning (A Survey of Machine Unlearning)

shengchaochen82/FedERA

FedERA is a modular and fully customizable open-source FL framework, aiming to address these issues by offering comprehensive sup- port for heterogeneous edge devices and incorporating both standalone and distributed computing. It includes new software modules to enhance usability and promote environ- mental sustainability.

shengchaochen82/FederatedScope

An easy-to-use federated learning platform

shengchaochen82/medical-imaging-datasets

A list of Medical imaging datasets.

shengchaochen82/Medical_NLP

Medical NLP Competition, dataset, large models, paper 医疗NLP领域 比赛，数据集，大模型，论文，工具包

shengchaochen82/Multi-Level-Logit-Distillation

Code for 'Multi-level Logit Distillation' (CVPR2023)

shengchaochen82/multivariate-time-series-data

shengchaochen82/OpenSTL

OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning

shengchaochen82/ProteinInvBench

The official implementation of the paper ProteinInvBench: Benchmarking Protein Design on Diverse Tasks, Models, and Metrics

shengchaochen82/SFL-Structural-Federated-Learning

IJCAI-Personalized Federated Learning with Graph

shengchaochen82/shengchaochen82.github.io

AcadHomepage: A Modern and Responsive Academic Personal Homepage

shengchaochen82/Time-Series-Library

A Library for Advanced Deep Time Series Models.

shengchaochen82/VideoMAE

[NeurIPS 2022 Spotlight] VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training

shengchaochen82/Vim

Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model