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Update logbook: Repro: Enhancing LLMs for Graph Tasks via Graph-aware LoRA Generation
8ce8ed3 verified | { | |
| "schema_version": 1, | |
| "title": "Repro: Enhancing LLMs for Graph Tasks via Graph-aware LoRA Generation", | |
| "emoji": "🎯", | |
| "space_id": "deepakgudla/gara-repro", | |
| "paper": { | |
| "arxiv_id": "2606.22429" | |
| }, | |
| "tags": [ | |
| "icml2026-repro", | |
| "paper-BRtDecMvjY" | |
| ], | |
| "updated_at": "2026-07-16T07:43:32+00:00", | |
| "root": { | |
| "slug": "index", | |
| "title": "Repro: Enhancing LLMs for Graph Tasks via Graph-aware LoRA Generation", | |
| "file": "pages/index.md", | |
| "children": [ | |
| { | |
| "slug": "claim-1-graph-aware-weight-generation", | |
| "title": "Claim 1: Graph-aware Weight Generation", | |
| "file": "pages/claim-1-graph-aware-weight-generation/page.md", | |
| "children": [] | |
| }, | |
| { | |
| "slug": "claim-2-theorem-4-1-and-norm-rescaling", | |
| "title": "Claim 2: Theorem 4.1 and Norm Rescaling", | |
| "file": "pages/claim-2-theorem-4-1-and-norm-rescaling/page.md", | |
| "children": [] | |
| }, | |
| { | |
| "slug": "claim-3-zero-shot-transfer-synthetic-proxy", | |
| "title": "Claim 3: Zero-Shot Transfer (Synthetic Proxy)", | |
| "file": "pages/claim-3-zero-shot-transfer-synthetic-proxy/page.md", | |
| "children": [] | |
| }, | |
| { | |
| "slug": "claim-4-norm-rescaling-ablation-synthetic-proxy", | |
| "title": "Claim 4: Norm Rescaling Ablation (Synthetic Proxy)", | |
| "file": "pages/claim-4-norm-rescaling-ablation-synthetic-proxy/page.md", | |
| "children": [] | |
| }, | |
| { | |
| "slug": "conclusion", | |
| "title": "Conclusion", | |
| "file": "pages/conclusion/page.md", | |
| "children": [] | |
| } | |
| ] | |
| }, | |
| "agent_view_tokens": 4035, | |
| "revision": "1784187812567877893" | |
| } |