HayeonLee

MetaD2A

Official PyTorch implementation of "Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets" (ICLR 2021)

HELP

Official PyTorch Implementation of HELP: Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning (NeurIPS 2021 Spotlight)

1210_vision

D-VAE

D-VAE: A Variational Autoencoder for Directed Acyclic Graphs, NeurIPS 2019

gae-pytorch

Graph Auto-Encoder in PyTorch

Meta_Learning_Tutorial

metalearning_dataloader_pytorch

simple_classification

are-16-heads-really-better-than-1

Code for the paper "Are Sixteen Heads Really Better than One?"

attention_sinks

Extend existing LLMs way beyond the original training length with constant memory usage, without retraining

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

fewshot-egnn

hardware-aware-transformers

[ACL 2020] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing

hayeonlee.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

hgraph2graph

Hierarchical Generation of Molecular Graphs using Structural Motifs

horovod-gpu-data-science-project

LSTM-Human-Activity-Recognition

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier

minimalRL

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

models

Models and examples built with TensorFlow

nas-without-training

Neural Architecture Search Without Training

nsganetv2

[ECCV2020] NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search

OpenLongTailRecognition-OLTR

Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)

pygcn

Graph Convolutional Networks in PyTorch

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

Samsung_DS_Assignment

sparsification_samsung

streaming-llm

[ICLR 2024] Efficient Streaming Language Models with Attention Sinks

tensorflow-yolo-v3

Implementation of YOLO v3 object detector in Tensorflow (TF-Slim)

TensorFlow2.0-Examples

🙄 Difficult algorithm, simple code.

vs_gae