• Find the canonical version: conference vs arXiv vs report (PDF is source of truth).
• Extract contributions: 1-line problem + 3–6 bullet contributions.
• Reproduction checklist: env, data, key params, runnable scripts, expected outputs.
• Experimental comparisons: baselines, metrics, ablations, bottlenecks, limitations.
• Actionable takeaways: what to adapt for your project and what to watch out for.

Auto-updated daily. Titles in English; top items have Chinese summaries.

We can later add reading notes / reproduction artifacts under /notes.