Pith Number

pith:DBRDGI4U

pith:2024:DBRDGI4UW45NXQ6UWHBJI6J6MW

not attested not anchored not stored refs pending

DHIL-GT: Scalable Graph Transformer with Decoupled Hierarchy Labeling

Ningyi Liao, Siqiang Luo, Zihao Yu

arxiv:2412.04738 v1 · 2024-12-06 · 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{DBRDGI4UW45NXQ6UWHBJI6J6MW}

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

Flow Matters: Directional and Expressive GNNs for Heterophilic Graphs

Receipt and verification

First computed	2026-07-05T09:45:22.947647Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1862332394b73adbc3d4b1c294793e658d6b3de2b35c51c5ee85fbe0bff598ae

Aliases

arxiv: 2412.04738 · arxiv_version: 2412.04738v1 · doi: 10.48550/arxiv.2412.04738 · pith_short_12: DBRDGI4UW45N · pith_short_16: DBRDGI4UW45NXQ6U · pith_short_8: DBRDGI4U

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/DBRDGI4UW45NXQ6UWHBJI6J6MW \
  | 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: 1862332394b73adbc3d4b1c294793e658d6b3de2b35c51c5ee85fbe0bff598ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8c84d14b5158c14543766f48846fd08969480817dd5dcffdbe93e9d5efaae7ac",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-06T02:59:01Z",
    "title_canon_sha256": "dd04df5c3d2aab9be6b4bf2535ff5ca2557e1ee3b122e02def7608de90768159"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.04738",
    "kind": "arxiv",
    "version": 1
  }
}