Install other requirements:

pip install -r requirements.txt

IMDB datasets and RIR-IMDB datasets in the folder './data/'.

Using classify.py to generate the classification about format and content of heterogeneous graph nodes. Using llm_movie.py, llm_director.py, llm_actor.py, llm_enhance.py,llm_format.py to generate the LLM feature used in training. Using imdb.py to run IMDB dataset. Using rir-imdb.py to run RIR-IMDB dataset.