Pith Number

pith:FITLDXLK

pith:2022:FITLDXLK2PX3XAVB3KU2LHC5WJ

not attested not anchored not stored refs pending

Federated Graph Machine Learning: A Survey of Concepts, Techniques, and Applications

Binchi Zhang, Chen Chen, Jundong Li, Xingbo Fu, Yushun Dong

arxiv:2207.11812 v2 · 2022-07-24 · 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{FITLDXLK2PX3XAVB3KU2LHC5WJ}

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.

Cited by

1 paper in Pith

S2FGL: Spatial Spectral Federated Graph Learning

Receipt and verification

First computed	2026-07-05T05:07:23.017414Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2a26b1dd6ad3efbb82a1daa9a59c5db2753051f7b2df56eb0695c5dac9f3b2d3

Aliases

arxiv: 2207.11812 · arxiv_version: 2207.11812v2 · doi: 10.48550/arxiv.2207.11812 · pith_short_12: FITLDXLK2PX3 · pith_short_16: FITLDXLK2PX3XAVB · pith_short_8: FITLDXLK

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/FITLDXLK2PX3XAVB3KU2LHC5WJ \
  | 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: 2a26b1dd6ad3efbb82a1daa9a59c5db2753051f7b2df56eb0695c5dac9f3b2d3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fac38224f6ca214b753e0c9b2ae1754a0ab3d02fcd16b9ebe2af086ed8271980",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-07-24T20:46:23Z",
    "title_canon_sha256": "e2ff2e2ecba770e5d564ae5477d837aaef18ecb656f4f7d9aace70e6bc0f6b1b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.11812",
    "kind": "arxiv",
    "version": 2
  }
}