Newiz430 / Pretext Star 37 Code Issues Pull requests Resource for "A Survey on Self-Supervised Graph Foundation Models: Knowledge-Based Perspective" graph fine-tuning self-supervised-learning graph-structure graph-neural-network graph-topology graph-pretraining large-language-model graph-foundation-model graph-prompting Updated May 7, 2025
mala-lab / UNPrompt Star 22 Code Issues Pull requests Official Code for IJCAI25 paper "Zero-shot Generalist Graph Anomaly Detection with Unified Neighborhood Prompts" graph-anomaly-detection zero-shot-anomaly-detection graph-prompting graph-prompt-learning Updated Jun 7, 2025 Python
mala-lab / TPP Star 12 Code Issues Pull requests Official code for "Replay-and-Forget-Free Graph Class-Incremental Learning: A Task Profiling and Prompting Approach" (NeurIPS 2024). continual-learning graph-learning graph-neural-networks class-incremental-learning graph-class-incremental-learning graph-prompting Updated Dec 28, 2024 Python