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Navid NaderiAlizadeh's Projects

conplex icon conplex

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

graphmix icon graphmix

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

linkschedulinggnns_supervisionstudy icon 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.

plm_swe icon plm_swe

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

pswe icon pswe

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

resilient_rrm_gnn icon resilient_rrm_gnn

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

stateaugmented_rrm_gnn icon stateaugmented_rrm_gnn

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

wegl icon wegl

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

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