Pith Number

pith:IDFZN2OE

pith:2022:IDFZN2OEL5ERFHS5OIQVHLBJSR

not attested not anchored not stored refs pending

FedGRec: Federated Graph Recommender System with Lazy Update of Latent Embeddings

Heng Huang, Junyi Li

arxiv:2210.13686 v1 · 2022-10-25 · 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{IDFZN2OEL5ERFHS5OIQVHLBJSR}

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

Provably Communication-Efficient and Privacy-Preserving Federated Graph Neural Networks

Receipt and verification

First computed	2026-07-05T05:10:21.054401Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

40cb96e9c45f49129e5d722153ac29945aef55e6185c00bf2e88eb0a7429beba

Aliases

arxiv: 2210.13686 · arxiv_version: 2210.13686v1 · doi: 10.48550/arxiv.2210.13686 · pith_short_12: IDFZN2OEL5ER · pith_short_16: IDFZN2OEL5ERFHS5 · pith_short_8: IDFZN2OE

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/IDFZN2OEL5ERFHS5OIQVHLBJSR \
  | 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: 40cb96e9c45f49129e5d722153ac29945aef55e6185c00bf2e88eb0a7429beba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "01a858b9d8caf3d7ba50301b565675e4df3a6a07b0bb256b820668650c5d8d7e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-25T01:08:20Z",
    "title_canon_sha256": "0f2f26199f2e1d5918eabbfc64e00aa6e0443688a93d801970a1aff241b84d8d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.13686",
    "kind": "arxiv",
    "version": 1
  }
}