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Hi, welcome to my Github 👋 I am Ziniu Hu

I am now a Postdoctoral Fellow at Caltech CMS, and a part-time researcher at Google AI.

My Recent research focus on Large Language Model (LLM), including Agents (Using Tool & Memory), Planning and Reasoning (especially on Math, Code, Games and Visual World) and Self-Improvement.

Ziniu Hu's Projects

capsgnn icon capsgnn

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

cs249 icon cs249

Course Project For UCLA CS249

cs285-rl-study icon cs285-rl-study

Course Study Material for UCB CS285: Deep Reinforcement Learning

csrankings icon csrankings

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.

dgl icon dgl

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

elsa icon elsa

Code for "Emoji-Powered Representation Learning for Cross-Lingual Sentiment Classification"

gcc icon gcc

GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training

gpt-gnn icon gpt-gnn

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

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"

ladies icon ladies

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

ogb icon ogb

Benchmark datasets, data loaders, and evaluators for graph machine learning

paladin icon paladin

Automated Generation of Reproducible Test Cases for Android Apps

pyhgt icon pyhgt

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

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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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