Pith Number

pith:Y23OP2ZO

pith:2024:Y23OP2ZONDIZM6VLNUJQBETLLC

not attested not anchored not stored refs pending

Enhancing Recommendation Systems with GNNs and Addressing Over-Smoothing

Jiacheng Hu, Junliang Du, Wenyi Liu, Xinshi Li, Yuanshuai Luo, Ziqi Zhang

arxiv:2412.03097 v1 · 2024-12-04 · 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{Y23OP2ZONDIZM6VLNUJQBETLLC}

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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

A Matrix Logic Approach to Efficient Frequent Itemset Discovery in Large Data Sets

Receipt and verification

First computed	2026-07-05T09:44:24.909958Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c6b6e7eb2e68d1967aab6d1300926b58be7665d2d6e30eee446ee8a3912b4eb5

Aliases

arxiv: 2412.03097 · arxiv_version: 2412.03097v1 · doi: 10.48550/arxiv.2412.03097 · pith_short_12: Y23OP2ZONDIZ · pith_short_16: Y23OP2ZONDIZM6VL · pith_short_8: Y23OP2ZO

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/Y23OP2ZONDIZM6VLNUJQBETLLC \
  | 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: c6b6e7eb2e68d1967aab6d1300926b58be7665d2d6e30eee446ee8a3912b4eb5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "57a7cb96ffc4575c4b6fff01b8f28f0a6c3582386c3df00298a5b974b23dae01",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-12-04T07:50:27Z",
    "title_canon_sha256": "d5e8514fcb15a374526919aa57a03c5b95b6cdcd388c0afaa1577b4039d69c59"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.03097",
    "kind": "arxiv",
    "version": 1
  }
}