Pith Number

pith:YQ6NCE2O

pith:2021:YQ6NCE2OT3VNTEW3Z7SBHQ4THY

not attested not anchored not stored refs pending

Generalization of Neural Combinatorial Solvers Through the Lens of Adversarial Robustness

Aleksandar Bojchevski, Jan Schuchardt, Johanna Sommer, Simon Geisler, Stephan G\"unnemann

arxiv:2110.10942 v2 · 2021-10-21 · 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{YQ6NCE2OT3VNTEW3Z7SBHQ4THY}

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.

Receipt and verification

First computed	2026-07-05T04:06:46.280486Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c43cd1134e9eead992dbcfe413c3933e04f8ad70d6f134969508303866c6f849

Aliases

arxiv: 2110.10942 · arxiv_version: 2110.10942v2 · doi: 10.48550/arxiv.2110.10942 · pith_short_12: YQ6NCE2OT3VN · pith_short_16: YQ6NCE2OT3VNTEW3 · pith_short_8: YQ6NCE2O

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/YQ6NCE2OT3VNTEW3Z7SBHQ4THY \
  | 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: c43cd1134e9eead992dbcfe413c3933e04f8ad70d6f134969508303866c6f849

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2970f10eef4c41e4808571fd6d961597f3547f3a97d299b9cbb97c663de91843",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-21T07:28:11Z",
    "title_canon_sha256": "06d326829e158737411db01fb48158d1528751c92b0fd313a0ff44619833ceef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.10942",
    "kind": "arxiv",
    "version": 2
  }
}