Pith Number

pith:WR3XKZZM

pith:2024:WR3XKZZMOS4KSN5YGGFSIZ53U3

not attested not anchored not stored refs pending

Dual-Channel Multiplex Graph Neural Networks for Recommendation

Chaofan Fu, Chao Huang, Guanjie Zheng, Junyu Dong, Xiang Li, Yanwei Yu, Zhongying Zhao

arxiv:2403.11624 v5 · 2024-03-18 · cs.IR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WR3XKZZMOS4KSN5YGGFSIZ53U3}

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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

1 paper in Pith

Combinatorial Optimization Perspective based Framework for Multi-behavior Recommendation

Receipt and verification

First computed	2026-07-05T11:26:42.150848Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b47775672c74b8a937b8318b2467bba6c051f3333c0872e1eeea28daa780d395

Aliases

arxiv: 2403.11624 · arxiv_version: 2403.11624v5 · doi: 10.48550/arxiv.2403.11624 · pith_short_12: WR3XKZZMOS4K · pith_short_16: WR3XKZZMOS4KSN5Y · pith_short_8: WR3XKZZM

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/WR3XKZZMOS4KSN5YGGFSIZ53U3 \
  | 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: b47775672c74b8a937b8318b2467bba6c051f3333c0872e1eeea28daa780d395

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "57011427dd709fcce31a8edface9f4ae67888de09f83d7956cbbd9ab41cf0f3f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-03-18T09:56:00Z",
    "title_canon_sha256": "f5a4177069cd7170f63a24c55baa68f59a2b4be3528a58582532b817cd9b1ea8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.11624",
    "kind": "arxiv",
    "version": 5
  }
}