Pinned Repositories
3D-EMGP
[AAAI 2023] The implementation for the paper "Energy-Motivated Equivariant Pretraining for 3D Molecular Graphs"
AAAI2022
awesome-ebm
Collecting research materials on EBM/EBL (Energy Based Models, Energy Based Learning)
CHEM-BERT
pre-training BERT with molecular data
ClofNet
CodeXGLUE
CodeXGLUE
ConfGF
Implementation of Learning Gradient Fields for Molecular Conformation Generation (ICML 2021).
ConfVAE-ICML21
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
ziqiaomeng's Repositories
ziqiaomeng/3D-EMGP
[AAAI 2023] The implementation for the paper "Energy-Motivated Equivariant Pretraining for 3D Molecular Graphs"
ziqiaomeng/AAAI2022
ziqiaomeng/awesome-ebm
Collecting research materials on EBM/EBL (Energy Based Models, Energy Based Learning)
ziqiaomeng/CHEM-BERT
pre-training BERT with molecular data
ziqiaomeng/ClofNet
ziqiaomeng/ConfGF
Implementation of Learning Gradient Fields for Molecular Conformation Generation (ICML 2021).
ziqiaomeng/ConfVAE-ICML21
ziqiaomeng/AI2BMD
AI-powered ab initio biomolecular dynamics simulation
ziqiaomeng/CUHK-PHD-Thesis-Template
CUHK PhD Thesis Template
ziqiaomeng/DIG
A library for graph deep learning research
ziqiaomeng/direct-preference-optimization
Reference implementation for DPO (Direct Preference Optimization)
ziqiaomeng/directed-graph
ziqiaomeng/e3nn
A modular framework for neural networks with Euclidean symmetry
ziqiaomeng/egnn
E(n)-GNN
ziqiaomeng/graphretro
Learning Graph Models for Retrosynthesis Prediction (NeurIPS 2021)
ziqiaomeng/GraphScoreMatching
Official implementation for the paper: Permutation Invariant Graph Generation via Score-Based Generative Modeling
ziqiaomeng/LSR-MP
ziqiaomeng/MARS
MARS: Markov Molecular Sampling for Multi-objective Drug Discovery (ICLR 2021)
ziqiaomeng/MDsim
[TMLR 2023] Training and simulating MD with ML force fields
ziqiaomeng/Meta-MGNN
Few-Shot Graph Learning for Molecular Property Prediction
ziqiaomeng/MTExplainer
This is an updated version of the MolecularTransformer of Schwaller et. al.
ziqiaomeng/NCSN-TF2.0
Reproduction of "Generative Modeling by Estimating Gradients of the Data Distribution" (NeurIPS, 2019) in Tensorflow 2.0
ziqiaomeng/ncsnv2
The official PyTorch implementation for NCSNv2 (NeurIPS 2020)
ziqiaomeng/ocp
https://opencatalystproject.org/
ziqiaomeng/phd-thesis-template
A LaTeX / XeLaTeX / LuaLaTeX PhD thesis template for Cambridge University Engineering Department (CUED)
ziqiaomeng/Proto-MGNN
ziqiaomeng/ShapeGF
Learning Gradient Fields for Shape Generation
ziqiaomeng/Trajectory
Code for AAAI 2022 Submitted Paper
ziqiaomeng/UGTR
ziqiaomeng/VAR
[GPT beats diffusionš„] [scaling laws in visual generationš] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction"