Pith Number

pith:53UZCYP2

pith:2024:53UZCYP2G4IHIKBGZNDPC4WFWS

not attested not anchored not stored refs pending

FedSSP: Federated Graph Learning with Spectral Knowledge and Personalized Preference

Guancheng Wan, Mang Ye, Wenke Huang, Zihan Tan

arxiv:2410.20105 v1 · 2024-10-26 · cs.LG · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{53UZCYP2G4IHIKBGZNDPC4WFWS}

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	2026-07-05T09:26:39.148097Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eee99161fa3710742826cb46f172c5b4a601a3030e476e354642e3d6394cf009

Aliases

arxiv: 2410.20105 · arxiv_version: 2410.20105v1 · doi: 10.48550/arxiv.2410.20105 · pith_short_12: 53UZCYP2G4IH · pith_short_16: 53UZCYP2G4IHIKBG · pith_short_8: 53UZCYP2

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/53UZCYP2G4IHIKBGZNDPC4WFWS \
  | 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: eee99161fa3710742826cb46f172c5b4a601a3030e476e354642e3d6394cf009

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "86d0cb0446455b438a584ffcf6135619697c9d921c75c86bc2cf646d7afbf272",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-26T07:09:27Z",
    "title_canon_sha256": "fd9a331acfcd4be6088e00aae10afc9bb959199fcfb5ec98b0da583538a96ad4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.20105",
    "kind": "arxiv",
    "version": 1
  }
}