Pith Number

pith:FREW6ZTF

pith:2024:FREW6ZTFRTXMDPVWDNNGHUNWSG

not attested not anchored not stored refs pending

Federated Graph Learning for EV Charging Demand Forecasting with Personalization Against Cyberattacks

Chaojie Li, Renyou Xie, Yi Li, Yi Wang, Zhaoyang Dong

arxiv:2405.00742 v2 · 2024-04-30 · cs.CR · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FREW6ZTFRTXMDPVWDNNGHUNWSG}

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

A Comprehensive Data-centric Overview of Federated Graph Learning

Receipt and verification

First computed	2026-06-30T02:16:48.094865Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2c496f66658ceec1beb61b5a63d1b691aa3c746e57ce0d70868fdb4353180ab6

Aliases

arxiv: 2405.00742 · arxiv_version: 2405.00742v2 · doi: 10.48550/arxiv.2405.00742 · pith_short_12: FREW6ZTFRTXM · pith_short_16: FREW6ZTFRTXMDPVW · pith_short_8: FREW6ZTF

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/FREW6ZTFRTXMDPVWDNNGHUNWSG \
  | 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: 2c496f66658ceec1beb61b5a63d1b691aa3c746e57ce0d70868fdb4353180ab6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "852d828e1113cb8c4a9492830b672a15ff2b5a05aeee7fdec8dce63c62b33664",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-04-30T05:17:46Z",
    "title_canon_sha256": "9e78047e56f62562a1186289f72263bc53938fb410b927b7418bd19616a4e287"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.00742",
    "kind": "arxiv",
    "version": 2
  }
}