Remove unverified special issue data, fix DBLP entity decoding
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The two special_issues entries were proof-of-concept data and could not be corroborated: no TPDS "Edge AI Systems" or open FGCS "Serverless Computing at the Edge" call is findable, and both named real researchers as guest editors. Removed rather than corrected — nothing verifiable exists to replace them with. No open special issue was found at any tracked journal, so the field stays absent until a real CFP appears. Audited the rest of the data while there. All 39 candidate pools come from DBLP and all 471 digested papers reconcile against them, so the paper set is sound. Three defects surfaced: - DBLP returns HTML-escaped text and fetch_papers never decoded it, so 136 entities sat in the cached pools and "Theodore Y. Ts'o" reached the published ATC-2024 digest. Decoded at the fetch boundary and cleaned the existing files through the YAML parser. - SC event_dates recorded the exhibition window (Nov 17-19) instead of the conference (Nov 15-20); EuroSys ran a day long (Apr 19-24 vs 19-23). Both verified against the official sites, which also confirm every SC, EuroSys and OSDI submission deadline is exact. - TC-2025 digest carried a paraphrased title, now matching DBLP. EuroSys only records its spring cycle; the fall cycle has no home in the one-deadline-per-venue schema. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
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@@ -62,7 +62,7 @@ draft: false
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### Optimizing Tiny Transformers on Low-Power MCUs
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### Optimizing the Deployment of Tiny Transformers on Low-Power MCUs
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*Victor Jean-Baptiste Jung, Alessio Burrello, Moritz Scherer 0001, Francesco Conti 0001 *et al.**
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