Pith Number

pith:FBCS7QSI

pith:2024:FBCS7QSIJFINQB5YU6BLPQILYJ

not attested not anchored not stored refs pending

Learning on Multimodal Graphs: A Survey

Ciyuan Peng, Feng Xia, Jiayuan He

arxiv:2402.05322 v1 · 2024-02-07 · cs.LG · cs.AI · cs.GR · 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{FBCS7QSIJFINQB5YU6BLPQILYJ}

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

3 papers in Pith

Beyond the Aggregation Dilemma: Prior-Retaining Decoupled Learning for Multimodal Graphs

Towards Robust Federated Multimodal Graph Learning under Modality Heterogeneity

Stable Multimodal Graph Unlearning via Feature-Dimension Aware Quantile Selection

Receipt and verification

First computed	2026-07-05T07:42:48.093134Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

28452fc2484950d807b8a782b7c10bc24e482bd576e8a107587f60590eb9a254

Aliases

arxiv: 2402.05322 · arxiv_version: 2402.05322v1 · doi: 10.48550/arxiv.2402.05322 · pith_short_12: FBCS7QSIJFIN · pith_short_16: FBCS7QSIJFINQB5Y · pith_short_8: FBCS7QSI

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/FBCS7QSIJFINQB5YU6BLPQILYJ \
  | 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: 28452fc2484950d807b8a782b7c10bc24e482bd576e8a107587f60590eb9a254

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4634881a67cab293abafd45ce5ce6bdb4ff8b0eca9d2a8ee3514bfd9380e2721",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.GR",
      "cs.SI"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-07T23:50:00Z",
    "title_canon_sha256": "ae62319006ac3cfbc5a3b82c04032fd61b551ba1b1920042b6622e904ba3fd2e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.05322",
    "kind": "arxiv",
    "version": 1
  }
}