Pith Number

pith:VWVFFKFB

pith:2024:VWVFFKFBEWTDBJDX5SUZPUHA5X

not attested not anchored not stored refs pending

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation

Andy W. H. Khong, Rongqing Kenneth Ong

arxiv:2412.14978 v1 · 2024-12-19 · cs.IR · cs.MM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VWVFFKFBEWTDBJDX5SUZPUHA5X}

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

2 papers in Pith

Behavior-Guided Candidate Calibration for Multimodal Recommendation

User-Aware Conditional Generative Total Correlation Learning for Multi-Modal Recommendation

Receipt and verification

First computed	2026-07-05T09:51:56.534328Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

adaa52a8a125a630a477eca997d0e0ede177c2ed4e195ac8c4e515ade2685433

Aliases

arxiv: 2412.14978 · arxiv_version: 2412.14978v1 · doi: 10.48550/arxiv.2412.14978 · pith_short_12: VWVFFKFBEWTD · pith_short_16: VWVFFKFBEWTDBJDX · pith_short_8: VWVFFKFB

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/VWVFFKFBEWTDBJDX5SUZPUHA5X \
  | 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: adaa52a8a125a630a477eca997d0e0ede177c2ed4e195ac8c4e515ade2685433

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "67d7f06e7f3258d17fc03fd50c241e26034401ca6c106eaced514558a4521224",
    "cross_cats_sorted": [
      "cs.MM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-12-19T15:53:21Z",
    "title_canon_sha256": "81d38e35f1c42b1b97813860a982517cee3f97ffd81060d27595b4142b132eab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.14978",
    "kind": "arxiv",
    "version": 1
  }
}