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Hello! I'm Nianzu!

  • šŸ‘€ Iā€™m interested in drug discovery, graph neural networks and out-of-distribution generalization.
  • šŸŒ± Iā€™m currently learning generative models.
  • šŸ’žļø Iā€™m pursuing my PhD degree @SJTU-ThinkLab, supervised by Prof. Junchi Yan, a definitely wonderful advisor!
  • šŸ“« Welcome academic cooperation and feel free to contact with me via [email protected]!

Z's Projects

alphafold2 icon alphafold2

To eventually become an unofficial Pytorch implementation / replication of Alphafold2, as details of the architecture get released

awesome-ml4co icon awesome-ml4co

Awesome machine learning for combinatorial optimization papers.

deepmind-research icon deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

diffdock-pp icon diffdock-pp

Implementation of DiffDock-PP: Rigid Protein-Protein Docking with Diffusion Models in PyTorch (ICLR 2023 - MLDD Workshop)

flag icon flag

Implementation of ICLR23 paper "Molecule Generation for Target Protein Binding with Structural Motifs"

moleood icon moleood

Official implementation for the paper "Learning Substructure Invariance for Out-of-Distribution Molecular Representations" (NeurIPS 2022).

molerec icon molerec

The official implementation of our paper "MoleRec: Combinatorial Drug Recommendation with Substructure-Aware Molecular Representation Learning" (TheWebConf 2023).

onlinejudge icon onlinejudge

open source online judge based on Vue, Django and Docker. | 青岛大学开ęŗ Online Judge | QQē¾¤ 496710125 | [email protected]

pyhealth icon pyhealth

A Deep Learning Python Toolkit for Healthcare Applications.

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