Pith Number

pith:6DBNBFRV

pith:2024:6DBNBFRVBHJK355EVZMWDOCFDJ

not attested not anchored not stored refs pending

Pre-Training and Prompting for Few-Shot Node Classification on Text-Attributed Graphs

Beining Yang, Chenhui Zhang, Evgeny Kharlamov, Huanjing Zhao, Jie Tang, Junyu Ren, Shu Zhao, Yukuo Cen, Yuxiao Dong

arxiv:2407.15431 v1 · 2024-07-22 · cs.SI · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{6DBNBFRVBHJK355EVZMWDOCFDJ}

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Record completeness

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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

Exploiting Text Semantics for Few and Zero Shot Node Classification on Text-attributed Graph

Receipt and verification

First computed	2026-07-05T08:46:43.775597Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f0c2d0963509d2adf7a4ae5961b8451a4766ee73df0bf99a6059809e74ee90f8

Aliases

arxiv: 2407.15431 · arxiv_version: 2407.15431v1 · doi: 10.48550/arxiv.2407.15431 · pith_short_12: 6DBNBFRVBHJK · pith_short_16: 6DBNBFRVBHJK355E · pith_short_8: 6DBNBFRV

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/6DBNBFRVBHJK355EVZMWDOCFDJ \
  | 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: f0c2d0963509d2adf7a4ae5961b8451a4766ee73df0bf99a6059809e74ee90f8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c6b5521a5dd0327a3adce4a808d2ed43cda9a3e0a581028686038d37e809eb6c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SI",
    "submitted_at": "2024-07-22T07:24:21Z",
    "title_canon_sha256": "05dcb940e90208eecb739ecfd58d676b4707b27b85df9e40eabbaa9beec0c8d8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.15431",
    "kind": "arxiv",
    "version": 1
  }
}