Rich-XGK

Southwest Jiaotong University

Chengdu, Sichuan

Pinned Repositories

AcademicPages
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Language:JavaScript0 0 00
adapter-transformers
Huggingface Transformers + Adapters = ❤️
Language:Python0 0 00
al-folio-hp
A beautiful, simple, clean, and responsive Jekyll theme for academics
Language:HTML0 0 00
annotated_deep_learning_paper_implementations
🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Language:Jupyter Notebook0 0 00
Awesome-CV
:page_facing_up: Awesome CV is LaTeX template for your outstanding job application
Language:TeX0 0 00
conditional-flow-matching
TorchCFM: a Conditional Flow Matching library
Language:Python0 0 00
ConfGF
Implementation of Learning Gradient Fields for Molecular Conformation Generation (ICML 2021).
Language:Python0 0 00
consistency-models
A Toolkit for OpenAI's Consistency Models.
Language:Python0 0 00
GTMGC
Implementation of GTMGC: Using Graph Transformer to Predict Molecule’s Ground-State Conformation (ICLR2024 Spotlight).
Language:Python15 2 41
VQGraph
[ICLR 2024] VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs
Language:Python1 0 00

Rich-XGK's Repositories

Rich-XGK/GTMGC
Implementation of GTMGC: Using Graph Transformer to Predict Molecule’s Ground-State Conformation (ICLR2024 Spotlight).
Language:Python15 2 41
Rich-XGK/VQGraph
[ICLR 2024] VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs
Language:Python1 0 00
Rich-XGK/AcademicPages
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Language:JavaScript0 0 00
Rich-XGK/adapter-transformers
Huggingface Transformers + Adapters = ❤️
Language:Python0 0 00
Rich-XGK/al-folio-hp
A beautiful, simple, clean, and responsive Jekyll theme for academics
Language:HTML0 0 00
Rich-XGK/annotated_deep_learning_paper_implementations
🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Language:Jupyter Notebook0 0 00
Rich-XGK/Awesome-CV
:page_facing_up: Awesome CV is LaTeX template for your outstanding job application
Language:TeX0 0 00
Rich-XGK/conditional-flow-matching
TorchCFM: a Conditional Flow Matching library
Language:Python0 0 00
Rich-XGK/consistency_models
A mini-library for training consistency models.
Language:Python0 0 00
Rich-XGK/denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
Language:Python0 0 00
Rich-XGK/DMCG
Language:Python0 0 00
Rich-XGK/EcConf
EC-Conf: An Ultra-fast Diffusion Model for Molecular conformation Generation with Equivariant Consistency
Language:Python0 0 00
Rich-XGK/equiformer
[ICLR'23 Spotlight] Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs
Language:Python0 0 00
Rich-XGK/equiformer_v2
[ICLR'24] EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations
Language:Python0 0 00
Rich-XGK/cryodrgn
Neural networks for cryo-EM reconstruction
Language:Python
Rich-XGK/dreamgaussian
[ICLR 2024 Oral] Generative Gaussian Splatting for Efficient 3D Content Creation
Language:Python0 0
Rich-XGK/e3nn
A modular framework for neural networks with Euclidean symmetry
Language:Python0 0
Rich-XGK/GeoDiff
Implementation of GeoDiff: a Geometric Diffusion Model for Molecular Conformation Generation (ICLR 2022).
Language:Python0 0
Rich-XGK/GeoLDM
Geometric Latent Diffusion Models for 3D Molecule Generation
Language:Python0 0
Rich-XGK/latent-diffusion
High-Resolution Image Synthesis with Latent Diffusion Models
Rich-XGK/LDM-3DG
[ICLR 2024] "Latent 3D Graph Diffusion" by Yuning You, Ruida Zhou, Jiwoong Park, Haotian Xu, Chao Tian, Zhangyang Wang, Yang Shen
Language:Python0 0
Rich-XGK/LFM
Official PyTorch implementation of the paper: Flow Matching in Latent Space
Language:Python0 0
Rich-XGK/mace
MACE - Fast and accurate machine learning interatomic potentials with higher order equivariant message passing.
Language:Python0 0
Rich-XGK/nequip
NequIP is a code for building E(3)-equivariant interatomic potentials
Language:Python0 0
Rich-XGK/nerf
Code release for NeRF (Neural Radiance Fields)
Language:Jupyter Notebook0 0
Rich-XGK/nerf-pytorch
A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.
Language:Python0 0
Rich-XGK/QuinNet
QuinNet: Efficiently Incorporating Quintuple Interactions into Geometric Deep Learning Force Fields (NeurIPS 2023)
Language:Python0 0
Rich-XGK/rich-xgk.github.io
Personal website
Language:JavaScript
Rich-XGK/SAMMT
Code for EMNLP 2023 paper "Bridging the Gap between Synthetic and Authentic Images for Multimodal Machine Translation"
Language:Python0 0
Rich-XGK/Uni-Mol
Official Repository for the Uni-Mol Series Methods
Language:Python0 0