Pith Number

pith:ECNNCKSI

pith:2025:ECNNCKSIKKDU6PU3MOSY7VJWWJ

not attested not anchored not stored refs pending

Learning-Order Autoregressive Models with Application to Molecular Graph Generation

Arthur Gretton, Jiaxin Shi, Michalis K. Titsias, Nicolas Heess, Zhe Wang

arxiv:2503.05979 v2 · 2025-03-07 · cs.LG · cs.AI · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ECNNCKSIKKDU6PU3MOSY7VJWWJ}

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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

4 papers in Pith

Set Diffusion: Interpolating Token Orderings Between Autoregression and Diffusion for Fast and Flexible Decoding

Adaptive Order Policies for Masked Diffusion

Forward-Learned Discrete Diffusion: Learning how to noise to denoise faster

ReLU Networks for Exact Generation of Similar Graphs

Receipt and verification

First computed	2026-07-05T11:35:54.167649Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

209ad12a4852874f3e9b63a58fd536b26f8e5996ccddf63f93c259ff4ebccb03

Aliases

arxiv: 2503.05979 · arxiv_version: 2503.05979v2 · doi: 10.48550/arxiv.2503.05979 · pith_short_12: ECNNCKSIKKDU · pith_short_16: ECNNCKSIKKDU6PU3 · pith_short_8: ECNNCKSI

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/ECNNCKSIKKDU6PU3MOSY7VJWWJ \
  | 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: 209ad12a4852874f3e9b63a58fd536b26f8e5996ccddf63f93c259ff4ebccb03

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2392b22d03b5fdc9dd1f84a8ee961af1d380e50f09462dd99ede63d92c15f383",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-07T23:24:24Z",
    "title_canon_sha256": "9dc2e960724abebe9476079f7b9e603868637352766b73c3c0d3478b6d0c6f2a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.05979",
    "kind": "arxiv",
    "version": 2
  }
}