Pinned Repositories
DM_website
Website of our DM group.
GPT-GNN
Code for KDD'20 "Generative Pre-Training of Graph Neural Networks"
graphless-neural-networks
[ICLR 2022] Graph-less Neural Networks: Teaching Old MLPs New Tricks via Distillation (GLNN)
GStarX
[NeurIPS 2022] Code for Explaining Graph Neural Networks with Structure-Aware Cooperative Games (GStarX)
HGT-DGL
Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on Deep Graph Library (DGL)
HiCE
Code for ACL'19 "Few-Shot Representation Learning for Out-Of-Vocabulary Words"
HLSyn
HLSyn benchmark for paper "Towards a Comprehensive Benchmark for FPGA Targeted High-Level Synthesis"
LADIES
Code for NeurIPS'19 "Layer-Dependent Importance Sampling for Training Deep and Large Graph Convolutional Networks"
pyHGT
Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on pytorch_geometric
TIMME
TIMME: Twitter Ideology-detection via Multi-task Multi-relational Embedding (code & data)
UCLA-DM's Repositories
UCLA-DM/Unbiased_LambdaMart
Code for WWW'19 "Unbiased LambdaMART: An Unbiased Pairwise Learning-to-Rank Algorithm", which is based on LightGBM
UCLA-DM/HLSyn
HLSyn benchmark for paper "Towards a Comprehensive Benchmark for FPGA Targeted High-Level Synthesis"
UCLA-DM/DM_website
Website of our DM group.
UCLA-DM/GPT-GNN
Code for KDD'20 "Generative Pre-Training of Graph Neural Networks"
UCLA-DM/pyHGT
Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on pytorch_geometric
UCLA-DM/graphless-neural-networks
[ICLR 2022] Graph-less Neural Networks: Teaching Old MLPs New Tricks via Distillation (GLNN)
UCLA-DM/GStarX
[NeurIPS 2022] Code for Explaining Graph Neural Networks with Structure-Aware Cooperative Games (GStarX)
UCLA-DM/HGT-DGL
Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on Deep Graph Library (DGL)
UCLA-DM/HiCE
Code for ACL'19 "Few-Shot Representation Learning for Out-Of-Vocabulary Words"
UCLA-DM/LADIES
Code for NeurIPS'19 "Layer-Dependent Importance Sampling for Training Deep and Large Graph Convolutional Networks"
UCLA-DM/TIMME
TIMME: Twitter Ideology-detection via Multi-task Multi-relational Embedding (code & data)