Jeongwhan Choi's repositories
convert-ppt-to-pdf
Batch convert ppt files to pdf files by Automator on MacOS
awesome-kan
A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and more, for researchers and developers in the Kolmogorov-Arnold Network field.
CV_of_Failures
Jeongwhan's CV of Failures
Awesome-Graph-Research-ICML2024
All graph/GNN papers accepted at the International Conference on Machine Learning (ICML) 2024.
CatPapers
Cool vision, learning, and graphics papers on Cats!
ChebyKAN
Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.
CoBFormer
Implementation of ICML'24 Paper "Less is More: on the Over-Globalizing Problem in Graph Transformers"
FCN-KAN
Kolmogorov–Arnold Networks with modified activation (using FCN to represent the activation)
FusedFourierKAN
C++ and Cuda ops for fused FourierKAN
GNN-RAG
GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning
GraphAny
GraphAny: A foundation model for node classification on any graph.
kan-ode
Rough experiments on using Kolmogorov-Arnold Networks (KANs) as the replacement layers in a latent dynamics function, e.g. as the layers of a neural ODE.
llama3-from-scratch
llama3 implementation one matrix multiplication at a time
long-llms-learning
A repository sharing the literatures about long-context large language models, including the methodologies and the evaluation benchmarks
An official implementation of "Periodicity Decoupling Framework for Long-term Series Forecasting" (ICLR 2024)
sgfcf
KDD 2024: How Powerful is Graph Filtering for Recommendation
Spectral-GNN-Benchmark
A PyG-based package of spectral GNNs with benchmark evaluations.
STD-MAE
[IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting
STG-Mamba
Official Implementation of STG-Mamba: Spatial-Temporal Graph Learning via Selective State Space Model.
TGR
First Temporal Graph Rewiring Method with Expander Graphs
Transformers_Are_What_You_Dont_Need
The best repository showing why transformers might not be the answer for time series forecasting and showcasing the best SOTA non transformer models.
WaveGC
Official implement of 'Advancing Graph Convolutional Networks via General Spectral Wavelets'