Pith Number

pith:XUI4K4R3

pith:2024:XUI4K4R3MX6ECHIU6KBLN7WNEC

not attested not anchored not stored refs pending

When Graph meets Multimodal: Benchmarking and Meditating on Multimodal Attributed Graphs Learning

Chaozhuo Li, Hao Sun, Hao Yan, Jun Yin, Mingzheng Li, Senzhang Wang, Weihao Han, Zhengxin Zeng, Zhigang Yu

arxiv:2410.09132 v2 · 2024-10-11 · cs.LG · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XUI4K4R3MX6ECHIU6KBLN7WNEC}

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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

SMGFM: Spectral Multimodal Graph Pretraining for Multimodal-Attributed Graphs

Multimodal Graph Negative Learning

Towards Robust Federated Multimodal Graph Learning under Modality Heterogeneity

Receipt and verification

First computed	2026-07-05T10:21:04.888175Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bd11c5723b65fc411d14f282b6fecd20951a1e073cb6c38b9c3db4d6dbfb8f49

Aliases

arxiv: 2410.09132 · arxiv_version: 2410.09132v2 · doi: 10.48550/arxiv.2410.09132 · pith_short_12: XUI4K4R3MX6E · pith_short_16: XUI4K4R3MX6ECHIU · pith_short_8: XUI4K4R3

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/XUI4K4R3MX6ECHIU6KBLN7WNEC \
  | 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: bd11c5723b65fc411d14f282b6fecd20951a1e073cb6c38b9c3db4d6dbfb8f49

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f435dfb7e4933a3b31c747f7de3c90c4f0e9a744169fb05d55f7efdd06e30c7e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-11T13:24:57Z",
    "title_canon_sha256": "98b0e5b0972126fc2ff5e4f945684fd33a9cb410277e8d688a348cb7d29e6640"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.09132",
    "kind": "arxiv",
    "version": 2
  }
}