Name: chen shao
Type: User
Company: karlsruhe institute of technology
Bio: PhD candidate @ Karlsruhe Institute of technology, research in geometric deep learning + NLP
Twitter: chen_monika0330
Location: karlsuhe, germany
chen shao's Projects
Deep Learning Specialization by Andrew Ng on Coursera.
[NeurIPS 2022] DRAGON 🐲: Deep Bidirectional Language-Knowledge Graph Pretraining
Example deep learning projects that use wandb's features.
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
Graph convolution with tf.keras
Implementation and experiments of graph embedding algorithms.
Ground roll removal through Morphological Component Analysis
A utility package for Hironaka game of local resolution of singularities
[Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)
sample scripts used in the tutorials on probability theory and communications II (lectures at KIT)
Long Range Arena for Benchmarking Efficient Transformers
Long Range Graph Benchmark, NeurIPS 2022 Track on D&B
Message Passing Network on displace reaction
Jupyter notebooks for the Natural Language Processing with Transformers book
Benchmark datasets, data loaders, and evaluators for graph machine learning
🤖 A Python library for learning and evaluating knowledge graph embeddings
Code repo for SemOpenAlex research project
Implementation of the certificates proposed in the paper "Efficient Robustness Certificates for Discrete Data: Sparsity-Aware Randomized Smoothing for Graphs, Images and More"
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
StellarGraph - Machine Learning on Graphs
code for Graph Neural Networks for Link Prediction with Subgraph Sketching https://arxiv.org/abs/2209.15486
Benchmark
Repository for TAPE