Pith Number

pith:VRJZIC4A

pith:2023:VRJZIC4AWRZ25QFJLS5IJY2ZVX

not attested not anchored not stored refs pending

Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs

Dawei Yin, Haitao Mao, Hang Li, Hongzhi Wen, Hui Liu, Jiliang Tang, Shuaiqiang Wang, Wei Jin, Wenqi Fan, Xiaochi Wei, Zhikai Chen

arxiv:2307.03393 v4 · 2023-07-07 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VRJZIC4AWRZ25QFJLS5IJY2ZVX}

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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

3 papers in Pith

Handling Feature Heterogeneity with Learnable Graph Patches

Probabilistic Salary Prediction with Graph Attention Networks and a Mixture Density Network

Where LLM Annotators Fail: Label-Free Learning on Graphs with LLMs

Receipt and verification

First computed	2026-07-05T07:33:52.786182Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ac53940b80b473aec0a95cba84e359ade6f1b340fd87499f38af61753d660931

Aliases

arxiv: 2307.03393 · arxiv_version: 2307.03393v4 · doi: 10.48550/arxiv.2307.03393 · pith_short_12: VRJZIC4AWRZ2 · pith_short_16: VRJZIC4AWRZ25QFJ · pith_short_8: VRJZIC4A

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/VRJZIC4AWRZ25QFJLS5IJY2ZVX \
  | 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: ac53940b80b473aec0a95cba84e359ade6f1b340fd87499f38af61753d660931

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "278e0d8da835b5521434c3cd3522d402f1796dcbc5967d761d5f3fc47f8d8dff",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-07T05:31:31Z",
    "title_canon_sha256": "41180c2c4ab2c35c44bf877209003d809f9229738612200502ad1c9dd6718113"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.03393",
    "kind": "arxiv",
    "version": 4
  }
}