Pith Number

pith:FMJMSB7W

pith:2024:FMJMSB7WEYNCFQL6OCMFIX37QF

not attested not anchored not stored refs pending

Greener GRASS: Enhancing GNNs with Encoding, Rewiring, and Attention

Barnab\'as P\'oczos, Tongzhou Liao

arxiv:2407.05649 v5 · 2024-07-08 · cs.LG · cs.AI · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FMJMSB7WEYNCFQL6OCMFIX37QF}

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

What makes a good feedforward computational graph?

Receipt and verification

First computed	2026-07-05T10:31:44.838454Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2b12c907f6261a22c17e7098545f7f81726718b9535b96120f213ee232300110

Aliases

arxiv: 2407.05649 · arxiv_version: 2407.05649v5 · doi: 10.48550/arxiv.2407.05649 · pith_short_12: FMJMSB7WEYNC · pith_short_16: FMJMSB7WEYNCFQL6 · pith_short_8: FMJMSB7W

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/FMJMSB7WEYNCFQL6OCMFIX37QF \
  | 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: 2b12c907f6261a22c17e7098545f7f81726718b9535b96120f213ee232300110

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d369c4a8041bfb99ba336e5c962cf6602b9fe22dd396b191261d6dc0225c928e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-08T06:21:56Z",
    "title_canon_sha256": "a790b0f00acfe0f8e1ebe3be272e52438c7daa71eea8ac83cef17305267ebc06"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.05649",
    "kind": "arxiv",
    "version": 5
  }
}