Pith Number

pith:YR4DNPP3

pith:2024:YR4DNPP3HFKTCDQH3DS2KDOZDV

not attested not anchored not stored refs pending

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs

Jiarui Qin, Junjie Huang, Weinan Zhang, Yong Yu

arxiv:2412.11747 v1 · 2024-12-16 · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YR4DNPP3HFKTCDQH3DS2KDOZDV}

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.

Receipt and verification

First computed	2026-07-05T09:49:51.054626Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c47836bdfb3955310e07d8e5a50dd91d718ef63353a11a843d5773473b0b5abf

Aliases

arxiv: 2412.11747 · arxiv_version: 2412.11747v1 · doi: 10.48550/arxiv.2412.11747 · pith_short_12: YR4DNPP3HFKT · pith_short_16: YR4DNPP3HFKTCDQH · pith_short_8: YR4DNPP3

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/YR4DNPP3HFKTCDQH3DS2KDOZDV \
  | 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: c47836bdfb3955310e07d8e5a50dd91d718ef63353a11a843d5773473b0b5abf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5e8503524eb8e1ea9ea3db2614290683234cc2306eb31a3bf0bf6dfc7f57c38b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-12-16T13:05:13Z",
    "title_canon_sha256": "f8f2d090754af3760aeb17130232ea35965923a105af6930671c0844a90bf731"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.11747",
    "kind": "arxiv",
    "version": 1
  }
}