Costas Mavromatis's starred repositories
graph-based-deep-learning-literature
links to conference publications in graph-based deep learning
LiteratureDL4Graph
A comprehensive collection of recent papers on graph deep learning
LLMDataHub
A quick guide (especially) for trending instruction finetuning datasets
awesome-self-supervised-gnn
Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).
Awesome-Graph-LLM
A collection of AWESOME things about Graph-Related LLMs.
KG-LLM-Papers
[Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)
Must-read-papers-and-continuous-tracking-on-Graph-Neural-Network-GNN-progress
Papers on Graph neural network(GNN)
UnifiedSKG
[EMNLP 2022] Unifying and multi-tasking structured knowledge grounding with language models
Awesome-Mixture-of-Experts-Papers
A curated reading list of research in Mixture-of-Experts(MoE).
ICLR2021-OpenReviewData
Crawl & visualize ICLR papers and reviews.
AdvancedML
Reading list for the Advanced Machine Learning Course
awesome-self-supervised-learning-for-graphs
A curated list for awesome self-supervised learning for graphs.
Awesome-Graph-Prompt
Awesome Papers About Performing Prompting On Graphs
reasoning-on-graphs
Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"
leaderboard
You can find the most recent KGQA benchmark numbers from publications here.
Graph-InfoClust-GIC
[PAKDD 2021] Graph InfoClust: Leveraging cluster-level node information for unsupervised graph representation learning
ReaRev_KGQA
[EMNLP Findings 2022] ReaRev: Adaptive Reasoning for Question Answering over Knowledge Graphs
adaptive-in-context-learning
AdaICL: Which Examples to Annotate of In-Context Learning? Towards Effective and Efficient Selection