Pith Number

pith:MRRM2H76

pith:2025:MRRM2H764OMQP2NVCE3XW2OEUG

not attested not anchored not stored refs pending

Subgraph Federated Learning for Local Generalization

Carl Yang, Chanyoung Park, Junseok Lee, Namkyeong Lee, Sein Kim, Sukwon Yun, Sungwon Kim, Yoonho Lee, Yunhak Oh

arxiv:2503.03995 v1 · 2025-03-06 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MRRM2H764OMQP2NVCE3XW2OEUG}

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

Representation-Aligned Multi-Scale Personalization for Federated Learning

Receipt and verification

First computed	2026-07-05T10:25:26.229252Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6462cd1ffee39907e9b511377b69c4a19163fab4dc1267b12176ffc219419de5

Aliases

arxiv: 2503.03995 · arxiv_version: 2503.03995v1 · doi: 10.48550/arxiv.2503.03995 · pith_short_12: MRRM2H764OMQ · pith_short_16: MRRM2H764OMQP2NV · pith_short_8: MRRM2H76

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/MRRM2H764OMQP2NVCE3XW2OEUG \
  | 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: 6462cd1ffee39907e9b511377b69c4a19163fab4dc1267b12176ffc219419de5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4c2f9243e09cafbc7618b32b3e19569b6c46db2e900629187ecf9c66ec8bea34",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-06T01:08:01Z",
    "title_canon_sha256": "ed231dea1e4707e338a2314b317de58eb751222c98e5aca2d498393c048af493"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.03995",
    "kind": "arxiv",
    "version": 1
  }
}