Pith Number

pith:KBM5JUPF

pith:2025:KBM5JUPFT2YISAALGC5O6CHMYG

not attested not anchored not stored refs pending

Censored Sampling for Topology Design: Guiding Diffusion with Human Preferences

Euihyun Kim, Keun Park, Yeoneung Kim

arxiv:2508.01589 v1 · 2025-08-03 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KBM5JUPFT2YISAALGC5O6CHMYG}

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	2026-07-05T11:47:41.806333Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5059d4d1e59eb089000b30baef08ecc19e1ac10c8f4d343c95210da2aac0bf37

Aliases

arxiv: 2508.01589 · arxiv_version: 2508.01589v1 · doi: 10.48550/arxiv.2508.01589 · pith_short_12: KBM5JUPFT2YI · pith_short_16: KBM5JUPFT2YISAAL · pith_short_8: KBM5JUPF

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/KBM5JUPFT2YISAALGC5O6CHMYG \
  | 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: 5059d4d1e59eb089000b30baef08ecc19e1ac10c8f4d343c95210da2aac0bf37

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ce3079eb25258832ac51731ad8a7000d33ec916d95cd60449b8862f5d04bce4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-03T05:06:26Z",
    "title_canon_sha256": "da3c382340a87476108e9122b45d2618c8ca562e6bfbe6fe9d92747d3132a603"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.01589",
    "kind": "arxiv",
    "version": 1
  }
}