Pith Number

pith:T6OJKEZV

pith:2025:T6OJKEZVIVF2SVWTB62EOHOZT3

not attested not anchored not stored refs pending

Graph Foundation Models: A Comprehensive Survey

Chuxu Zhang, Jianan Zhao, Jiazheng Li, Jundong Li, Meng Jiang, Nitesh Chawla, Pietro Lio, Qingkai Zeng, Tianyi Ma, Wei Song, Xingbo Fu, Xiusi Chen, Yanfang Ye, Yijun Ma, Yiyang Li, Zehong Wang, Zhengqing Yuan, Zheyuan Liu, Zheyuan Zhang

arxiv:2505.15116 v1 · 2025-05-21 · cs.LG · cs.AI · cs.SI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{T6OJKEZVIVF2SVWTB62EOHOZT3}

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

15 papers in Pith

Canopy: A Heterograph Foundation Model for Metabolic Engineering

LLMs+Graphs: Toward Graph-Native, Synergistic AI Systems

The Post-GCN Decade Revisited: Curvature-Stratified Evaluation of Relational Learning

OpenRFM: Dissecting Relational In-Context Learning

A Graph Foundation Model with Spectral Parsing and Prototype-Guided Spatial Propagation

Receipt and verification

First computed	2026-07-05T11:06:40.966960Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9f9c951335454ba956d30fb4471dd99ec20a399c4bbbd9661818f648c1a87ea0

Aliases

arxiv: 2505.15116 · arxiv_version: 2505.15116v1 · doi: 10.48550/arxiv.2505.15116 · pith_short_12: T6OJKEZVIVF2 · pith_short_16: T6OJKEZVIVF2SVWT · pith_short_8: T6OJKEZV

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/T6OJKEZVIVF2SVWTB62EOHOZT3 \
  | 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: 9f9c951335454ba956d30fb4471dd99ec20a399c4bbbd9661818f648c1a87ea0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9d479198e3408217900afb61f6edff14663c6cb713295cf968593cf1fe433128",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-21T05:08:00Z",
    "title_canon_sha256": "2451a8a53fbcc4b79a789e819fc4dcd7aa6908743deeee93f40febe60d36832c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.15116",
    "kind": "arxiv",
    "version": 1
  }
}