Pith Number

pith:JZG6OMXT

pith:2025:JZG6OMXT2VQT4NRUZUUOZ4XROS

not attested not anchored not stored refs pending

Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks

Hee-Youl Kwak, Jong-Seon No, Sang-Hyo Kim, Seong-Joon Park, Yongjune Kim

arxiv:2507.01038 v1 · 2025-06-22 · cs.IT · cs.LG · eess.SP · math.IT

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\usepackage{pith}
\pithnumber{JZG6OMXT2VQT4NRUZUUOZ4XROS}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Scalable Mamba-Based Message-Passing Neural Decoder for Error-Correcting Codes

Receipt and verification

First computed	2026-07-05T11:30:24.127700Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4e4de732f3d5613e3634cd28ecf2f1748e2fbd66eb0c7a58654b935252b16b99

Aliases

arxiv: 2507.01038 · arxiv_version: 2507.01038v1 · doi: 10.48550/arxiv.2507.01038 · pith_short_12: JZG6OMXT2VQT · pith_short_16: JZG6OMXT2VQT4NRU · pith_short_8: JZG6OMXT

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/JZG6OMXT2VQT4NRUZUUOZ4XROS \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 4e4de732f3d5613e3634cd28ecf2f1748e2fbd66eb0c7a58654b935252b16b99

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "37be6b5e6d8f63d9d9b9ef85cc111037938cc27cfa52c91a4bddc42fe07a5b85",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.SP",
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2025-06-22T16:08:42Z",
    "title_canon_sha256": "60cc4d72873c7bab55ff491f423fcaa7486457d3faae6261cfcb551f575be11d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.01038",
    "kind": "arxiv",
    "version": 1
  }
}