Pith Number

pith:635KPATC

pith:2024:635KPATCUVX35O5JAWU6IORPW7

not attested not anchored not stored refs pending

Massive Activations in Graph Neural Networks: Decoding Attention for Domain-Dependent Interpretability

Lorenzo Bini, Marco Sorbi, Stephane Marchand-Maillet

arxiv:2409.03463 v3 · 2024-09-05 · 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{635KPATCUVX35O5JAWU6IORPW7}

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

Rethinking the Outlier Distribution in Large Language Models: An In-depth Study

Receipt and verification

First computed	2026-07-05T10:26:07.041959Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f6faa78262a56fbebba905a9e43a2fb7e7f19c6ecdf887ecfa3ed51bc1913f6c

Aliases

arxiv: 2409.03463 · arxiv_version: 2409.03463v3 · doi: 10.48550/arxiv.2409.03463 · pith_short_12: 635KPATCUVX3 · pith_short_16: 635KPATCUVX35O5J · pith_short_8: 635KPATC

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/635KPATCUVX35O5JAWU6IORPW7 \
  | 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: f6faa78262a56fbebba905a9e43a2fb7e7f19c6ecdf887ecfa3ed51bc1913f6c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ebb2d43aef22a8140f3921227c432b9f6cd9c07162f35b7bf3f27a954a338223",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-05T12:19:07Z",
    "title_canon_sha256": "c84ccbfa40a4fd84f5c58b1ba419447592daf48a1b0d245e80f536e3603cd53c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.03463",
    "kind": "arxiv",
    "version": 3
  }
}