Kaiyuan Gao's Projects
PyTorch code for KDD 2023 paper "Pre-training Antibody Language Models for Antigen-Specific Computational Antibody Design"
2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记
后端架构师技术图谱
An awesome & curated list of docking papers
:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++
course project design in e-commerce(电子商务)
FABind: Fast and Accurate Protein-Ligand Binding (NeurIPS 2023)
curriculum project for pattern recognition
C project design competition(Seccond Prize)
AcadHomepage: A Modern and Responsive Academic Personal Homepage
my hexo blog
model compression based on pytorch (1、quantization: 16/8/4/2 bits(dorefa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、ternary/binary value(twn/bnn/xnor-net);2、 pruning: normal、regular and group convolutional channel pruning;3、 group convolution structure;4、batch-normalization folding for quantization)
SQuAD finetuned multilingual transformers
NAGphormer: A Tokenized Graph Transformer for Node Classification in Large Graphs
my little practice on nlp
Programming Language in coursera by University of Washinton
An object tracking implementation on pygame
merging some articles about network pruning
NER POS tasks edited from XTREME
[ICLR 2023] One Transformer Can Understand Both 2D & 3D Molecular Data (official implementation)