Ke Liu

[ICML Workshop 24 & AAAI 25] Denoising Pretraining Framework for Crystal Models

RNA inverse folding

[IJCAI'22] S2SNet: A Pretrained Neural Network for Superconductivity Discovery

[IJCNN'23] PCVAE: A Physics-informed Neural Network for Determining the Symmetry and Geometry of Crystals

Mat-Instructions: A Large-Scale Inorganic Material Instruction Dataset for Large Language Models

Invariant Periodicity Injection Module

No description.

This is the GitHub repository for paper " Group Equivariant Vision Transformer".

A Periodicity-Aware Transformer for Crystal Property Prediction

Repo of the project in the course, intelligent control and system.

Code for “FlowMM Generating Materials with Riemannian Flow Matching”.

No description.

Implementation of Vision Transformer from scratch and performance compared to standard CNNs (ResNets) and pre-trained ViT on CIFAR10 and CIFAR100.

Transformer implementation in PyTorch.

This repository contains implementations and illustrative code to accompany DeepMind publications

Graph Networks as a Universal Machine Learning Framework for Molecules and Crystals

A python implement of Atom2Vec: a simple way to describe atoms for machine learning

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more

Data used in "Machine learning modeling of superconducting critical temperature" paper

This repo is our research summary and playground for MRC. More features are coming.

A PyTorch implementation of the Transformer model in "Attention is All You Need".

An autoML framework & toolkit for machine learning on graphs.

Everything about Transfer Learning and Domain Adaptation--迁移学习

No description.

TGN: Temporal Graph Networks

An implementation of the Fermionic Neural Network for ab-initio electronic structure calculations

Natural Language Processing Tutorial for Deep Learning Researchers

A simple neural network used to approximating function in C and MATLAB language.

: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++

Zhejiang University Graduation Thesis LaTeX Template

浙江大学课程攻略共享计划

Operating System(2018-2019Fall&Winter) LAB1