Pith Number

pith:XE3W23Q4

pith:2025:XE3W23Q4JNUFAQCKNEGHROCC5H

not attested not anchored not stored refs pending

COHESION: Composite Graph Convolutional Network with Dual-Stage Fusion for Multimodal Recommendation

Edith C. H. Ngai, Jinfeng Xu, Sang-Wook Kim, Wei Wang, Xiping Hu, Zheyu Chen

arxiv:2504.04452 v2 · 2025-04-06 · 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{XE3W23Q4JNUFAQCKNEGHROCC5H}

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

1 paper in Pith

NLGCL: Naturally Existing Neighbor Layers Graph Contrastive Learning for Recommendation

Receipt and verification

First computed	2026-07-05T11:07:23.285967Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b9376d6e1c4b6850404a690c78b842e9e1dd849e988c102bd7c2d8bedfb38548

Aliases

arxiv: 2504.04452 · arxiv_version: 2504.04452v2 · doi: 10.48550/arxiv.2504.04452 · pith_short_12: XE3W23Q4JNUF · pith_short_16: XE3W23Q4JNUFAQCK · pith_short_8: XE3W23Q4

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/XE3W23Q4JNUFAQCKNEGHROCC5H \
  | 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: b9376d6e1c4b6850404a690c78b842e9e1dd849e988c102bd7c2d8bedfb38548

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "40004375e89ce608c0dd31dc22123c07f5762eb2ff95ec569a05899d934ab16e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-04-06T11:42:49Z",
    "title_canon_sha256": "3c9168443eab4bb9b1cc6b06c454e75af7d1273fe22a56e9094eae7b0948a7a5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.04452",
    "kind": "arxiv",
    "version": 2
  }
}