This project includes machine learning pipelines, graph processing, LLM fine-tuning, and agentic workflows.
If you identify a vulnerability, correctness issue, or unsafe assumption, please do not open a public issue immediately.
Instead, report it responsibly to the project maintainer via private communication.
Please include:
- Description of the issue
- Affected components (GNN, LLM, RL, orchestration, data handling)
- Steps to reproduce (if applicable)
- Potential impact on correctness, safety, or reproducibility
- Suggested mitigation (optional)
Relevant issues may include:
- Data leakage or unsafe serialization
- Incorrect assumptions in graph-to-text conversion
- Vulnerabilities in model fine-tuning workflows
- Reproducibility failures due to randomness
- Unsafe dependency usage or version conflicts
- Misleading evaluation or metric computation
Only the latest version of the repository is actively maintained.
Users are encouraged to keep dependencies (PyTorch, Transformers, Optuna, CUDA drivers) up to date.
This repository is intended for research, experimentation, and demonstration purposes.
It is not a production-ready AI system, and outputs should not be used for safety-critical or regulated decision-making without additional validation.
We appreciate responsible disclosure and collaboration to maintain correctness, trust, and scientific rigor.
Thank you for helping keep this project secure and reliable 🔒