Pith Number

pith:ANYMAZ6I

pith:2024:ANYMAZ6IJJXVWGUEOHOWL4FNA5

not attested not anchored not stored refs pending

Position: Topological Deep Learning is the New Frontier for Relational Learning

Bastian Rieck, Bei Wang, Farzana Nasrin, Ghada Zamzmi, Gunnar Carlsson, Guo-Wei Wei, Justin Curry, Karthikeyan Natesan Ramamurthy, Michael Bronstein, Michael T. Schaub, Mustafa Hajij, Nina Miolane, Paolo Di Lorenzo, Petar Veli\v{c}kovi\'c, Pietro Li\`o, Roland Kwitt, Simone Scardapane, Theodore Papamarkou, Tolga Birdal, Vasileios Maroulas, Yue Gao, Yusu Wang

arxiv:2402.08871 v3 · 2024-02-14 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ANYMAZ6IJJXVWGUEOHOWL4FNA5}

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	2026-07-05T08:52:29.283168Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0370c067c84a6f5b1a8471dd65f0ad0778e900f490bfbec93fa0bfe2b126c3b0

Aliases

arxiv: 2402.08871 · arxiv_version: 2402.08871v3 · doi: 10.48550/arxiv.2402.08871 · pith_short_12: ANYMAZ6IJJXV · pith_short_16: ANYMAZ6IJJXVWGUE · pith_short_8: ANYMAZ6I

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/ANYMAZ6IJJXVWGUEOHOWL4FNA5 \
  | 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: 0370c067c84a6f5b1a8471dd65f0ad0778e900f490bfbec93fa0bfe2b126c3b0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ad814604d256d7056a6e188a681557106bf6e24bab16e76df669cd30dd5f3569",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-14T00:35:10Z",
    "title_canon_sha256": "33125a0e49acc95a8ca2a9212e0923ee8fd9ecda9b3b7d42d0521101c4b58e31"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.08871",
    "kind": "arxiv",
    "version": 3
  }
}