Pith Number

pith:7D6VJMCQ

pith:2024:7D6VJMCQDBRUWV4Q7H2URHUQB7

not attested not anchored not stored refs pending

Enhancing Federated Graph Learning via Adaptive Fusion of Structural and Node Characteristics

Hongli Xu, Jianchun Liu, Liusheng Huang, Shilong Wang, Xianjun Gao

arxiv:2412.18845 v1 · 2024-12-25 · 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{7D6VJMCQDBRUWV4Q7H2URHUQB7}

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	2026-07-05T09:54:11.784782Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f8fd54b05018634b5790f9f5489e900fdc51a5bd8c811a9a906084184fabcada

Aliases

arxiv: 2412.18845 · arxiv_version: 2412.18845v1 · doi: 10.48550/arxiv.2412.18845 · pith_short_12: 7D6VJMCQDBRU · pith_short_16: 7D6VJMCQDBRUWV4Q · pith_short_8: 7D6VJMCQ

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/7D6VJMCQDBRUWV4Q7H2URHUQB7 \
  | 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: f8fd54b05018634b5790f9f5489e900fdc51a5bd8c811a9a906084184fabcada

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "91c0c05547b427ac5b3781acde402321a867db8d44faa22789f1ce4102994497",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-25T09:20:06Z",
    "title_canon_sha256": "dfd6988d5e01ef649c1867eafd105cf85813317ab8c0e47d9a38837f8792212d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.18845",
    "kind": "arxiv",
    "version": 1
  }
}