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zhwl2117's Projects

3d-emgp icon 3d-emgp

[AAAI 2023] The implementation for the paper "Energy-Motivated Equivariant Pretraining for 3D Molecular Graphs"

3d-llm icon 3d-llm

Code for 3D-LLM: Injecting the 3D World into Large Language Models

3dinfomax icon 3dinfomax

Making self-supervised learning work on molecules by using their 3D geometry to pre-train GNNs. Implemented in DGL and Pytorch Geometric.

anton-lan-storage icon anton-lan-storage

An easy-to-use utility to share files on a local network. It supports the download of files and directories, the upload of multiple files at once, and deletions. The user can also upload an existing directory as a .zip file.

attentiondeepmil icon attentiondeepmil

Implementation of Attention-based Deep Multiple Instance Learning in PyTorch

cap3d icon cap3d

Official Repository for the NeurIPS 2023 Paper "Scalable 3D Captioning with Pretrained Models"

chemprop icon chemprop

Message Passing Neural Networks for Molecule Property Prediction

cnaps icon cnaps

Code for: "Fast and Flexible Multi-Task Classification Using Conditional Neural Adaptive Processes" and "TaskNorm: Rethinking Batch Normalization for Meta-Learning"

co-teaching icon co-teaching

NeurIPS'18: Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels

cuco icon cuco

source code of IJCAI 2021 paper "Graph Representation with Curriculum Contrastive Learning"

d-sla icon d-sla

Official Code Repository for the paper "Graph Self-supervised Learning with Accurate Discrepancy Learning" (NeurIPS 2022)

dgi icon dgi

Deep Graph Infomax (https://arxiv.org/abs/1809.10341)

dglcn icon dglcn

The codes are from MICCAI 2022, "Dual-graph Learning Convolutional Networks for Interpretable Alzheimer’s Disease Diagnosis"

dragon icon dragon

[NeurIPS 2022] DRAGON 🐲: Deep Bidirectional Language-Knowledge Graph Pretraining

drkg icon drkg

A knowledge graph and a set of tools for drug repurposing

dsmil-wsi icon dsmil-wsi

DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image

e5-v icon e5-v

E5-V: Universal Embeddings with Multimodal Large Language Models

efgs icon efgs

A simple molecule fragmentation method.

fromage icon fromage

🧀 Code and models for the ICML 2023 paper "Grounding Language Models to Images for Multimodal Inputs and Outputs".

gbdl icon gbdl

A Pytorch implementation of CVPR 2022 paper "Rethinking Bayesian Deep Learning Methods for Semi-Supervised Volumetric Medical Image Segmentation"

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