navid-naderi

Navid NaderiAlizadeh's repositories

WEGL

The implementation code for our paper Wasserstein Embedding for Graph Learning (ICLR 2021).

Language:Jupyter Notebook29 3 2

GraphMIX

Implementation code for GraphMIX: Graph Convolutional Value Decomposition in Multi-Agent Reinforcement Learning

Language:PythonApache-2.024 1 2

Resilient_RRM_GNN

Implementation code for the paper "Learning Resilient Radio Resource Management Policies with Graph Neural Networks" (IEEE Transactions on Signal Processing)

Language:Python15 20

PLM_SWE

Implementation code for the paper "Aggregating Residue-Level Protein Language Model Embeddings with Optimal Transport"

Language:Python800

PSWE

Implementation of Pooling by Sliced-Wasserstein Embedding (NeurIPS 2021)

Language:Python8 10

ContrastiveSSL_WirelessPowerControl

Self-supervised contrastive representation learning for downlink power control in wireless interference networks (IEEE ICASSP 2021)

Language:Jupyter Notebook6 10

LinkSchedulingGNNs_SupervisionStudy

A comparative study of different supervision levels (supervised/unsupervised/self-supervised) when training graph neural network models for link scheduling in wireless networks.

Language:Jupyter Notebook6 10

StateAugmented_RRM_GNN

Implementation code for the IEEE TSP paper "State-Augmented Learnable Algorithms for Resource Management in Wireless Networks."

Language:Python6 1 1

ConPLex

Adapting protein language models and contrastive learning for highly-accurate drug-target interaction prediction.

Language:PythonMIT000

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

Language:PythonMIT000