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Hi👋 I am Jiatong

  • I am currently working on the intersection of HPC and AI, with specific focuses on concurrent programming and graph representation learning.
  • I graduated from NUS with Highest Distinction, and now I am studying at Oxford for my Master's degree.
  • Fast & Fair platform: https://fair-alloc.streamlit.app/
  • Recent talk at WANT@NeurIPS: https://youtu.be/MDLfNrj3fig

Jiatong (Julius) Han's Projects

algo-exp icon algo-exp

Fast Algorithms for Computing WEF1+PO Allocations

colossalai icon colossalai

Colossal-AI: A Unified Deep Learning System for Big Model Era

decision-tree-analysis icon decision-tree-analysis

This notebook focuses on the decision tree mechanism and its variations through real-world data processing and comparisons.

default-client-prediction icon default-client-prediction

The whole process of exploratory data analysis, feature engineering and model evaluation on the Credit dataset

dlrm icon dlrm

An implementation of a deep learning recommendation model (DLRM)

esm-lora icon esm-lora

Evolutionary Scale Modeling (esm): Pretrained language models for proteins

grail icon grail

GraIL fused with translational KG Embeddings

hypergcn icon hypergcn

Graphical Convolutional Network with Hyperbolic Embedding

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