Pith Number

pith:KSYHQX2G

pith:2023:KSYHQX2GSV3MSXKM7T2FHWQ2EZ

not attested not anchored not stored refs pending

Individual and Structural Graph Information Bottlenecks for Out-of-Distribution Generalization

Bin Cui, Heyuan Wang, Jiayi Zheng, Ling Yang, Shenda Hong, Wentao Zhang, Zhilin Huang, Zhongyi Liu

arxiv:2306.15902 v1 · 2023-06-28 · cs.LG · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KSYHQX2GSV3MSXKM7T2FHWQ2EZ}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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 Causality for Modern Machine Learning

Receipt and verification

First computed	2026-07-05T06:25:46.131369Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

54b0785f469576c95d4cfcf453da1a264c5f31abc078c1ce5bbfe29347087b9a

Aliases

arxiv: 2306.15902 · arxiv_version: 2306.15902v1 · doi: 10.48550/arxiv.2306.15902 · pith_short_12: KSYHQX2GSV3M · pith_short_16: KSYHQX2GSV3MSXKM · pith_short_8: KSYHQX2G

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/KSYHQX2GSV3MSXKM7T2FHWQ2EZ \
  | 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: 54b0785f469576c95d4cfcf453da1a264c5f31abc078c1ce5bbfe29347087b9a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "33bad5e6c8f783fbaa758cf05360d7d8a4111ae445be6dbe3205c557df51027c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-28T03:52:41Z",
    "title_canon_sha256": "cfc33aa7fa2fa940dcc17f527b12f53429b25a4f13444babfa9fc5485bbe4832"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.15902",
    "kind": "arxiv",
    "version": 1
  }
}