jeongwhanchoi

one-shot-optimization

This is the repository of our accepted CIKM 2022 paper "Prediction-based One-shot Dynamic Parking Pricing".

jeongwhanchoi.github.io

Personal Blog

BSARec

"An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention", AAAI 2024

multiscale-pde-operators

Source code for paper: "Multiscale Neural Operators for Solving Time-Independent PDEs"

RMT

Official code for "RMT: Retentive Networks Meet Vision Transformer"

Awesome-Transformer-Attention

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

DRew

GraphGPS

Recipe for a General, Powerful, Scalable Graph Transformer

GRIT

This is an official implementation for "GRIT: Graph Inductive Biases in Transformers without Message Passing".

hcmt

Learning Flexible Body Collision Dynamics with Hierarchical Mesh Transformer, Accepted in ICLR 2024

HodgeRandomWalk

Official repository of NeurIPS 2023 paper - Facilitating Graph Neural Networks with Random Walk on Simplicial Complexes

iTransformer

Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https://openreview.net/forum?id=JePfAI8fah

laser-release

lrgb

Long Range Graph Benchmark, NeurIPS 2022 Track on D&B

on-oversquashing

Official repository for On Over-Squashing in Message Passing Neural Networks (ICML 2023)

PR-MPNN

Official implementation for paper: Probabilistically Rewired Message-Passing Neural Networks, accepted at ICLR 2024.

pytorch_tabular

A standard framework for modelling Deep Learning Models for tabular data

RLMRec

"RLMRec: Representation Learning with Large Language Models for Recommendation"

safari

Convolutions for Sequence Modeling

TabLLM

TabPFN

Official implementation of the TabPFN paper (https://arxiv.org/abs/2207.01848) and the tabpfn package.

tabsyn

Official Implementations of "Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space""

TAPE

Repository for TAPE

TF-as-SVM

TimeMachine

TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting

TopoSRL

Turbo-CF

CatPapers

Cool vision, learning, and graphics papers on Cats!

differentiable_cell-complex_module

neural-k-forms

Simplicial Representation Learning with Neural k-Forms