Ziniu Hu's Projects
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A curated list of awesome computer vision resources
Awesome things about LLM-powered agents. Papers / Repos / Blogs / ...
A curated list of awesome neural programming resources
Penguin Statistics backend.
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
Course Project For UCLA CS249
Course Study Material for UCB CS285: Deep Reinforcement Learning
A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.
Python package built to ease deep learning on graph, on top of existing DL frameworks.
Code for "Emoji-Powered Representation Learning for Cross-Lingual Sentiment Classification"
GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training
Code for KDD'20 "Generative Pre-Training of Graph Neural Networks"
Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on Deep Graph Library (DGL)
Code for ACL'19 "Few-Shot Representation Learning for Out-Of-Vocabulary Words"
Code for NeurIPS'19 "Layer-Dependent Importance Sampling for Training Deep and Large Graph Convolutional Networks"
Benchmark datasets, data loaders, and evaluators for graph machine learning
Automated Generation of Reproducible Test Cases for Android Apps
Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on pytorch_geometric
PyTorch Extension Library of Optimized Scatter Operations
đ¤ Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Code for WWW'19 "Unbiased LambdaMART: An Unbiased Pairwise Learning-to-Rank Algorithm", which is based on LightGBM