Literature scout for TGL-Rec method upgrade. Read docs/codex_project_memory.m…

Metadata

  • Stable ID: codex-user-prompt:0d33f28e8468a1eb
  • Source kind: codex-session-user
  • Category: research-workflow
  • Timestamp: 2026-05-09T10:58:44.141Z
  • Semantic hash: 0d33f28e8468a1eb0894e99a4523dc758b63c83820e63a9ef849f0cd1a9f8d12
  • Public handling: selected full-text prompt with secret filtering.

Prompt Text

Literature scout for TGL-Rec method upgrade. Read docs/codex_project_memory.md, docs/phase10_master_plan.md, docs/method_card_time_graph_evidence.md, docs/reference_method_adaptation_map.md. Also inspect local reference cards if useful. Task: propose non-stitched, original method upgrade ideas for TGL-Rec by comparing against multiple top-tier recommendation/LLM4Rec/dynamic graph projects, not only the current senior baselines. Focus on mechanisms that improve rigor, technical depth, and expected performance: temporal need modeling, dynamic graph/state, contrastive semantic-vs-transition disentanglement, candidate-grounded LLM training, ablations. Do not edit files. Return concise recommendations and what must be implemented/tested before experiments can end.

Reuse Notes

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