Pith Number

pith:PM5BAXX4

pith:2026:PM5BAXX4VP2YWZODZ5JGHGUWIZ

not attested not anchored not stored refs pending

Rethinking Learning-Based Influence Maximization: Simple Neural Surrogates and Native Discrete Search

Parinaz Naghizadeh, Yiqiao Liao

arxiv:2608.08406 v1 · 2026-08-09 · 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{PM5BAXX4VP2YWZODZ5JGHGUWIZ}

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	2026-08-11T01:22:33.553848Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7b3a105efcabf58b65c3cf52639a9646426f213493536dc73fb1fbf292eb069e

Aliases

arxiv: 2608.08406 · arxiv_version: 2608.08406v1 · doi: 10.48550/arxiv.2608.08406 · pith_short_12: PM5BAXX4VP2Y · pith_short_16: PM5BAXX4VP2YWZOD · pith_short_8: PM5BAXX4

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/PM5BAXX4VP2YWZODZ5JGHGUWIZ \
  | 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: 7b3a105efcabf58b65c3cf52639a9646426f213493536dc73fb1fbf292eb069e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb5b99c53d6bd14cbf4db7ba01c2bf0b19cf88b7e42ef9472d3f51d62383c215",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-09T01:47:51Z",
    "title_canon_sha256": "bfbb5450ed9d7f429217f92372b09c85599067ab94d4b8072f621760fbbc12c3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.08406",
    "kind": "arxiv",
    "version": 1
  }
}