Research Notes

TGraphX technical research note — 9 articles on graph learning, tensor-valued GNN, PyTorch research engineering.

Research Note
What We Can and Cannot Infer from a GNN Library's Source Code
July 17, 2026 · 8 min read
Research Note
Reproducibility Checklists for Tensor-Valued GNN Experiments
July 10, 2026 · 8 min read
Research Note
Stability Labels in Research Software: Why Beta and Experimental Matter
July 03, 2026 · 8 min read
Research Note
What Can Be Parallelized in a Tensor-Valued Graph Pipeline?
June 27, 2026 · 10 min read
Research Note
How Optimized Is TGraphX? A Source-Grounded Performance Review
June 22, 2026 · 10 min read
Research Note
Open-Source Readiness for GNN Research: A Practical Checklist
June 21, 2026 · 7 min read
Research Note
.tgx Artifacts: Schema-Stable Experiment Packaging for GNN Research
June 18, 2026 · 5 min read
Research Note
Research Integrity in Graph Learning: What Benchmarks Don't Tell You
May 30, 2026 · 5 min read
Research Note
Research Reproducibility in GNN Projects: Lessons from TGraphX
May 25, 2026 · 5 min read