Pith Number

pith:5JVLBHWO

pith:2021:5JVLBHWOKEYDCUHCXT63PXY667

not attested not anchored not stored refs pending

FedGraphNN: A Federated Learning System and Benchmark for Graph Neural Networks

Carl Yang, Chaoyang He, Emir Ceyani, Han Xie, Junzhou Huang, Keshav Balasubramanian, Liangwei Yang, Lichao Sun, Lifang He, Murali Annavaram, Peilin Zhao, Philip S. Yu, Salman Avestimehr, Yu Rong

arxiv:2104.07145 v2 · 2021-04-14 · cs.LG · cs.AI · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5JVLBHWOKEYDCUHCXT63PXY667}

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

5 papers in Pith

PRISM: Topology-Aware Cross-Modal Imputation for Modality-Deficient Federated Graph Learning

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

Federated Learning of Nonlinear Temporal Dynamics with Graph Attention-based Cross-Client Interpretability

STAGE: Tackling Semantic Drift in Multimodal Federated Graph Learning

UMEDA: Unified Multi-modal Efficient Data Fusion for Privacy-Preserving Graph Federated Learning via Spectral-Gated Attention and Diffusion-Based Operator Alignment

Receipt and verification

First computed	2026-07-05T03:12:27.616461Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ea6ab09ece51303150e2bcfdb7df1ef7da40e7688102c526cb5c68ad88a3bdb5

Aliases

arxiv: 2104.07145 · arxiv_version: 2104.07145v2 · doi: 10.48550/arxiv.2104.07145 · pith_short_12: 5JVLBHWOKEYD · pith_short_16: 5JVLBHWOKEYDCUHC · pith_short_8: 5JVLBHWO

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/5JVLBHWOKEYDCUHCXT63PXY667 \
  | 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: ea6ab09ece51303150e2bcfdb7df1ef7da40e7688102c526cb5c68ad88a3bdb5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "40c462ce637e2fc13549350ca73609bbe512a4eb3cf953621257c3899a3629d1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-04-14T22:11:35Z",
    "title_canon_sha256": "ffc8be2bdcd11b225242362dac33737e1c916478ab23b5c1a4ee08ffe05bc7fa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.07145",
    "kind": "arxiv",
    "version": 2
  }
}