Pith Number

pith:2YW2GUX7

pith:2024:2YW2GUX7FRRKVMCNC3DSCMITTA

not attested not anchored not stored refs pending

Fine-grained graph representation learning for heterogeneous mobile networks with attentive fusion and contrastive learning

Ningning Fu, Shengheng Liu, Tianqi Zhang, Yongming Huang

arxiv:2412.07809 v1 · 2024-12-10 · cs.LG · cs.AI · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2YW2GUX7FRRKVMCNC3DSCMITTA}

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	2026-07-05T09:47:39.604751Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d62da352ff2c62aab04d16c7213113983acf1dc7faed62d7d5e127830a3ae505

Aliases

arxiv: 2412.07809 · arxiv_version: 2412.07809v1 · doi: 10.48550/arxiv.2412.07809 · pith_short_12: 2YW2GUX7FRRK · pith_short_16: 2YW2GUX7FRRKVMCN · pith_short_8: 2YW2GUX7

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/2YW2GUX7FRRKVMCNC3DSCMITTA \
  | 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: d62da352ff2c62aab04d16c7213113983acf1dc7faed62d7d5e127830a3ae505

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5e9728af71ef1cd5f1d8db395e7a9776c695beca11318ea646fd56b50a67e241",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-10T01:12:51Z",
    "title_canon_sha256": "be0cfaa4795442e3d70323dbfdc713d1ece59ff5a13e3e594fab06a15ab905a9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.07809",
    "kind": "arxiv",
    "version": 1
  }
}