A Spectral Theory of Distortion in LLM Graph Reconstruction: Sharp Bounds and Empirical Characterization
cs.LG, cs.DM
Submitted: 2026-09-29
Updated: 2026-09-29
Sources
- Large Language Models on Graphs: A Comprehensive Survey
- GPT4Graph: Can Large Language Models Understand Graph Structured Data ? An Empirical Evaluation and Benchmarking
- The Llama 3 Herd of Models
- Mistral 7B
- Qwen2.5 Technical Report
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