Pinned Repositories
BSPM
Blurring-Sharpening Process Models for Collaborative Filtering, SIGIR'23
convert-ppt-to-pdf
Batch convert ppt files to pdf files by Automator on MacOS
CV_of_Failures
Jeongwhan's CV of Failures: a (tiny) contribution to academics
GFSA
"Graph Convolutions Enrich the Self-Attention in Transformers!" NeurIPS 2024
GREAD
GREAD: Graph Neural Reaction-Diffusion Networks, ICML 2023
LT-OCF
LT-OCF: Learnable-Time ODE-based Collaborative Filtering, CIKM'21
PANDA
🐼PANDA: Expanded Width-Aware Message Passing Beyond Rewiring, ICML 2024
STG-NCDE
"Graph Neural Controlled Differential Equations for Traffic Forecasting", AAAI 2022
STG-NRDE
"Graph Neural Rough Differential Equations for Traffic Forecasting", ACM TIST
yonsei-poster
LaTeX beamer poster template themed for the Yonsei University
jeongwhanchoi's Repositories
jeongwhanchoi/GFSA
"Graph Convolutions Enrich the Self-Attention in Transformers!" NeurIPS 2024
jeongwhanchoi/CV_of_Failures
Jeongwhan's CV of Failures: a (tiny) contribution to academics
jeongwhanchoi/curriculum-vitae
jeongwhanchoi/jeongwhanchoi
jeongwhanchoi/SCONE
"SCONE: A Novel Stochastic Sampling to Generate Contrastive Views and Hard Negative Samples for Recommendation", WSDM 2025
jeongwhanchoi/Awesome-AI4CFD
Recent Advances on Machine Learning for Computational Fluid Dynamics: A Survey
jeongwhanchoi/Benchmarking-PEs
jeongwhanchoi/Bi-Mamba4TS
jeongwhanchoi/CatPapers
Cool vision, learning, and graphics papers on Cats!
jeongwhanchoi/ChaosTools.jl
Tools for the exploration of chaos and nonlinear dynamics
jeongwhanchoi/CitationMap
A simple pip-installable Python tool to generate your own HTML citation world map from your Google Scholar ID.
jeongwhanchoi/CMamba
Official Code for "CMamba: Channel Correlation Enhanced State Space Models for Multivariate Time Series Forecasting"
jeongwhanchoi/ContextGNN
jeongwhanchoi/DiGRAF
DiGRAF: Diffeomorphic Graph-Adaptive Activation Function (NeurIPS 2024)
jeongwhanchoi/dysts
Hundreds of strange attractors
jeongwhanchoi/FAN
jeongwhanchoi/HDSE
The repository implements the Enhancing Graph Transformers with Hierarchical Distance Structural Encoding.
jeongwhanchoi/hope-fla
jeongwhanchoi/IPR-MPNN
Implementation for paper "Probabilistic Graph Rewiring via Virtual Nodes", accepted at NeurIPS 2024
jeongwhanchoi/MULE
MuLe: Multi-Grained Graph Learning for Multi-Behavior Recommendation (CIKM 2024)
jeongwhanchoi/Neural-PDE-Solver
jeongwhanchoi/PatchSTG
[SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective
jeongwhanchoi/Retrieval-Augmented-Time-Series-Forecasting
jeongwhanchoi/selective-ssms-and-linear-cdes
Code for "Theoretical Foundations of Deep Selective State-Space Models" (NeurIPS 2024)
jeongwhanchoi/Sp_Exphormer
Even Sparser Graph Transformers
jeongwhanchoi/SSMA
SSMA paper code
jeongwhanchoi/SST
The official implementation of the paper: "SST: Multi-Scale Hybrid Mamba-Transformer Experts for Long-Short Range Time Series Forecasting"
jeongwhanchoi/ticl
Tabular In-Context Learning
jeongwhanchoi/TokenFormer
Official Implementation of TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters
jeongwhanchoi/tunedGNN
[NeurIPS 2024] Implementation of "Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification"