The reviewed record of science sign in
Pith
Pith Number

pith:HAL4RVOX

pith:2021:HAL4RVOXLDML4WOLIP7XT5CHDB
not attested not anchored not stored refs pending

Optimizing Graph Transformer Networks with Graph-based Techniques

Abhik Seal, Brian Martin, Gurbinder Gill, Keshav Pingali, Loc Hoang, Roshan Dathathri, Udit Agarwal

arxiv:2106.08500 v1 · 2021-06-16 · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{HAL4RVOXLDML4WOLIP7XT5CHDB}

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.
Receipt and verification
First computed 2026-07-05T02:49:58.607199Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

3817c8d5d758d8be59cb43ff79f447184ba412ddd69fa641d766bb06e645b90f

Aliases

arxiv: 2106.08500 · arxiv_version: 2106.08500v1 · doi: 10.48550/arxiv.2106.08500 · pith_short_12: HAL4RVOXLDML · pith_short_16: HAL4RVOXLDML4WOL · pith_short_8: HAL4RVOX
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/HAL4RVOXLDML4WOLIP7XT5CHDB \
  | 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: 3817c8d5d758d8be59cb43ff79f447184ba412ddd69fa641d766bb06e645b90f
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "bf2cfee662292ca22e7558b28f07e37a15fb929697a06a0aa5520ab7f64256ca",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2021-06-16T00:54:24Z",
    "title_canon_sha256": "221dfe5d830b62a97b9ba3260e83952d8033e1b10abde646eed035e3d603091e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.08500",
    "kind": "arxiv",
    "version": 1
  }
}