Pith Number

pith:VB6FRJII

pith:2024:VB6FRJII5KIUNB66YKP2ZVOK2A

not attested not anchored not stored refs pending

Bundle Neural Networks for message diffusion on graphs

Federico Barbero, Jacob Bamberger, Michael M. Bronstein, Xiaowen Dong

arxiv:2405.15540 v2 · 2024-05-24 · 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{VB6FRJII5KIUNB66YKP2ZVOK2A}

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

3 papers in Pith

Deep Neural Sheaf Diffusion

Graph Transductive Sharpening: Leveraging Unlabeled Predictions in Node Classification

Deep Neural Sheaf Diffusion

Receipt and verification

First computed	2026-07-05T10:48:16.202296Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a87c58a508ea914687dec29facd5cad01bcb2acf0b48d78bb3acf566872d8ad2

Aliases

arxiv: 2405.15540 · arxiv_version: 2405.15540v2 · doi: 10.48550/arxiv.2405.15540 · pith_short_12: VB6FRJII5KIU · pith_short_16: VB6FRJII5KIUNB66 · pith_short_8: VB6FRJII

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/VB6FRJII5KIUNB66YKP2ZVOK2A \
  | 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: a87c58a508ea914687dec29facd5cad01bcb2acf0b48d78bb3acf566872d8ad2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7a576418b55b97fdd7180f5eef28edaab200ae8fdcf39113a684ad6cee59c0c1",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-24T13:28:48Z",
    "title_canon_sha256": "9f0a146030e987827fff02637456375f1d46fbcff6d743ad8e7c2193e08746e3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.15540",
    "kind": "arxiv",
    "version": 2
  }
}