Pith Number

pith:HAF6ALCO

pith:2024:HAF6ALCOLRBTZ4QE5C3P3Q6JM3

not attested not anchored not stored refs pending

Fed-LDR: Federated Local Data-infused Graph Creation with Node-centric Model Refinement

Jiechao Gao, Syeda Faiza Ahmed, Yuangang Li

arxiv:2411.04936 v1 · 2024-11-07 · cs.LG · cs.DC · cs.SI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HAF6ALCOLRBTZ4QE5C3P3Q6JM3}

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

H-FedSN: Personalized Sparse Networks for Efficient and Accurate Hierarchical Federated Learning for IoT Applications

Receipt and verification

First computed	2026-07-05T09:45:57.370284Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

380be02c4e5c433cf204e8b6fdc3c966f6450e3db80af17351f24e04927cd148

Aliases

arxiv: 2411.04936 · arxiv_version: 2411.04936v1 · doi: 10.48550/arxiv.2411.04936 · pith_short_12: HAF6ALCOLRBT · pith_short_16: HAF6ALCOLRBTZ4QE · pith_short_8: HAF6ALCO

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/HAF6ALCOLRBTZ4QE5C3P3Q6JM3 \
  | 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: 380be02c4e5c433cf204e8b6fdc3c966f6450e3db80af17351f24e04927cd148

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0760bf392d8339822962c3bba0570774239cd47b68b251103f439237875f6383",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.SI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-07T18:13:31Z",
    "title_canon_sha256": "25dae05a3efe87b605b8ae0f6d757ed97ca44f5cc0aa7373857a8d5d3c0c68c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.04936",
    "kind": "arxiv",
    "version": 1
  }
}