Pith Number

pith:RZ47IK7M

pith:2019:RZ47IK7MYAZUNAARYGNE3C2TIR

not attested not anchored not stored refs pending

Feature Interaction-aware Graph Neural Networks

Chenghao Liu, Huan Liu, Jundong Li, Kaize Ding, Yichuan Li

arxiv:1908.07110 v2 · 2019-08-19 · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{RZ47IK7MYAZUNAARYGNE3C2TIR}

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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

Transferring Robustness for Graph Neural Network Against Poisoning Attacks

Receipt and verification

First computed	2026-07-05T00:35:10.238552Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8e79f42becc033468011c19a4d8b534463a42a69a4cf0daba1d831824b5c5a01

Aliases

arxiv: 1908.07110 · arxiv_version: 1908.07110v2 · doi: 10.48550/arxiv.1908.07110 · pith_short_12: RZ47IK7MYAZU · pith_short_16: RZ47IK7MYAZUNAAR · pith_short_8: RZ47IK7M

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/RZ47IK7MYAZUNAARYGNE3C2TIR \
  | 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: 8e79f42becc033468011c19a4d8b534463a42a69a4cf0daba1d831824b5c5a01

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9121d45f40a213ca82d1e4bcf6d3447f33074c640aa5d7250e3b54c513a3c9fb",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-08-19T23:54:28Z",
    "title_canon_sha256": "6f4293ed3ed376093ac9bc531dfb7bdc70d9090fa0777faa7d44932043a11d0c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.07110",
    "kind": "arxiv",
    "version": 2
  }
}