Pith Number

pith:GUKZBW7W

pith:2023:GUKZBW7WSTTZUEOHGIHBU6TF5T

not attested not anchored not stored refs pending

Exphormer: Sparse Transformers for Graphs

Ali Kemal Sinop, Ameya Velingker, Balaji Venkatachalam, Danica J. Sutherland, Hamed Shirzad

arxiv:2303.06147 v2 · 2023-03-10 · cs.LG

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

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\usepackage{pith}
\pithnumber{GUKZBW7WSTTZUEOHGIHBU6TF5T}

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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

Graph Transductive Sharpening: Leveraging Unlabeled Predictions in Node Classification

Scalable and Adaptive Parallel Training of Graph Transformer on Large Graphs

Capacity-Controlled Global Attention for Graph Transformers

Receipt and verification

First computed	2026-07-05T06:33:44.179203Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

351590dbf694e79a11c7320e1a7a65ecd706ba19fc483dcc9cd9d479f21176a1

Aliases

arxiv: 2303.06147 · arxiv_version: 2303.06147v2 · doi: 10.48550/arxiv.2303.06147 · pith_short_12: GUKZBW7WSTTZ · pith_short_16: GUKZBW7WSTTZUEOH · pith_short_8: GUKZBW7W

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/GUKZBW7WSTTZUEOHGIHBU6TF5T \
  | 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: 351590dbf694e79a11c7320e1a7a65ecd706ba19fc483dcc9cd9d479f21176a1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b8fd409fa337e240945a9d17728f49b40c761d6d053ef2db06583189fbe4c2a0",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-10T18:59:57Z",
    "title_canon_sha256": "3a161627a2b4430300589ce9ce38b5a876a0ff2db5b6bfdcb4da0a693abdb61a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.06147",
    "kind": "arxiv",
    "version": 2
  }
}