Pith Number

pith:RWSEQRIK

pith:2024:RWSEQRIKXOBAS63DMVJC33GUBV

not attested not anchored not stored refs pending

Optimizing Federated Graph Learning with Inherent Structural Knowledge and Dual-Densely Connected GNNs

Jianchun Liu, Jinyang Huang, Longwen Wang, Zhi Liu

arxiv:2408.11662 v1 · 2024-08-21 · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RWSEQRIKXOBAS63DMVJC33GUBV}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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	2026-07-05T08:57:46.999228Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8da448450abb82097b6365522decd40d4f680e5041b97d1b279da8810b3de650

Aliases

arxiv: 2408.11662 · arxiv_version: 2408.11662v1 · doi: 10.48550/arxiv.2408.11662 · pith_short_12: RWSEQRIKXOBA · pith_short_16: RWSEQRIKXOBAS63D · pith_short_8: RWSEQRIK

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/RWSEQRIKXOBAS63DMVJC33GUBV \
  | 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: 8da448450abb82097b6365522decd40d4f680e5041b97d1b279da8810b3de650

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "db943518cd13a5b3670c0f4757cac652b33031980833f7667d42c20dacb3541f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-21T14:37:50Z",
    "title_canon_sha256": "b86c28db60b3987079ff00f276458565f3d0a326f17b136b6e8f089dc9beaddb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.11662",
    "kind": "arxiv",
    "version": 1
  }
}