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Cameron Diao's Projects

big-bench icon big-bench

Beyond the Imitation Game collaborative benchmark for enormous language models

gflownet icon gflownet

GFlowNet library specialized for graph & molecular data

gpt-gnn icon gpt-gnn

Code for KDD'20 "Generative Pre-Training of Graph Neural Networks"

graph-generation icon graph-generation

Reference implementation of the paper "Efficient and Scalable Graph Generation through Iterative Local Expansion"

graphcl icon graphcl

[NeurIPS 2020] "Graph Contrastive Learning with Augmentations" by Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang Shen

graphgym icon graphgym

Platform for designing and evaluating Graph Neural Networks (GNN)

grover icon grover

This is a Pytorch implementation of the paper: Self-Supervised Graph Transformer on Large-Scale Molecular Data

hdvecsym icon hdvecsym

Python module for frameworks knows as Vector Symbolic Architectures or Hyperdimensional Computing

itergnn icon itergnn

Code for "Towards Scale-Invariant Graph-related Problem Solving by Iterative Homogeneous GNNs" (NeurIPS 2020)

mgssl icon mgssl

Official implementation of NeurIPS'21 paper"Motif-based Graph Self-Supervised Learning for Molecular Property Prediction"

molclr icon molclr

Implementation of "Molecular Contrastive Learning of Representations via Graph Neural Networks" in PyTorch Geometric

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