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Pith
Pith Number

pith:SAY5TUKU

pith:2025:SAY5TUKULOO4YGXLUT7HFS5EOW
not attested not anchored not stored refs pending

Sheaf-Based Decentralized Multimodal Learning for Next-Generation Wireless Communication Systems

Abdulmomen Ghalkha, Chaouki Ben Issaid, Mehdi Bennis, Zhuojun Tian

arxiv:2506.22374 v1 · 2025-06-27 · cs.LG · cs.AI

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\usepackage{pith}
\pithnumber{SAY5TUKULOO4YGXLUT7HFS5EOW}

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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.
Receipt and verification
First computed 2026-07-05T11:28:26.281076Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

9031d9d1545b9dcc1aeba4fe72cba475b06665f5b383588118a89efeee218c5a

Aliases

arxiv: 2506.22374 · arxiv_version: 2506.22374v1 · doi: 10.48550/arxiv.2506.22374 · pith_short_12: SAY5TUKULOO4 · pith_short_16: SAY5TUKULOO4YGXL · pith_short_8: SAY5TUKU
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/SAY5TUKULOO4YGXLUT7HFS5EOW \
  | 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: 9031d9d1545b9dcc1aeba4fe72cba475b06665f5b383588118a89efeee218c5a
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "373ec61764e54a320da07f70632b873d4a9df48b330ed86e7ab43cc5c473ed36",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-27T16:41:23Z",
    "title_canon_sha256": "e31a4a2b44186d332af5a6a9351e95c1ad167a5c01afd246f2fd852cb8e33664"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.22374",
    "kind": "arxiv",
    "version": 1
  }
}