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UCLA Data Mining Lab's Projects

gpt-gnn icon gpt-gnn

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

gstarx icon gstarx

[NeurIPS 2022] Code for Explaining Graph Neural Networks with Structure-Aware Cooperative Games (GStarX)

hgt-dgl icon hgt-dgl

Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on Deep Graph Library (DGL)

hice icon hice

Code for ACL'19 "Few-Shot Representation Learning for Out-Of-Vocabulary Words"

hlsyn icon hlsyn

HLSyn benchmark for paper "Towards a Comprehensive Benchmark for FPGA Targeted High-Level Synthesis"

ladies icon ladies

Code for NeurIPS'19 "Layer-Dependent Importance Sampling for Training Deep and Large Graph Convolutional Networks"

pyhgt icon pyhgt

Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on pytorch_geometric

timme icon timme

TIMME: Twitter Ideology-detection via Multi-task Multi-relational Embedding (code & data)

unbiased_lambdamart icon unbiased_lambdamart

Code for WWW'19 "Unbiased LambdaMART: An Unbiased Pairwise Learning-to-Rank Algorithm", which is based on LightGBM

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