Pith Number

pith:PCMM7FC2

pith:2023:PCMM7FC25CJDKYUGFZ7PI2NUNU

not attested not anchored not stored refs pending

PANE-GNN: Unifying Positive and Negative Edges in Graph Neural Networks for Recommendation

Chaokun Wang, Cheng Wu, Jingcao Xu, Kai Zheng, Kun Gai, Na Mou, Yang Song, Ziyang Liu

arxiv:2306.04095 v2 · 2023-06-07 · cs.IR

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\usepackage{pith}
\pithnumber{PCMM7FC25CJDKYUGFZ7PI2NUNU}

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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

Learning over Positive and Negative Edges with Contrastive Message Passing

Receipt and verification

First computed	2026-07-05T06:18:39.784889Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7898cf945ae8923562862e7ef469b46d3477351ce82caf0325b47367ba12f83e

Aliases

arxiv: 2306.04095 · arxiv_version: 2306.04095v2 · doi: 10.48550/arxiv.2306.04095 · pith_short_12: PCMM7FC25CJD · pith_short_16: PCMM7FC25CJDKYUG · pith_short_8: PCMM7FC2

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/PCMM7FC25CJDKYUGFZ7PI2NUNU \
  | 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: 7898cf945ae8923562862e7ef469b46d3477351ce82caf0325b47367ba12f83e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "70f596bf7bcb8f1299726cafc74bfad22394bb83f3c5ab0dbbbf1b7fba2c02f5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-06-07T01:31:12Z",
    "title_canon_sha256": "6a5876e540c713d0d9ba1922c0bb68ec3e1bba9d8608e6e0dd93a5e93affb64d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.04095",
    "kind": "arxiv",
    "version": 2
  }
}