Pith Number

pith:HJXDSNX3

pith:2023:HJXDSNX3IXJWHFLEVR4VSHRQEV

not attested not anchored not stored refs pending

Diffusion-based Reinforcement Learning for Edge-enabled AI-Generated Content Services

Dusit Niyato, Hongyang Du, Huawei Huang, Jiawen Kang, Shiwen Mao, Zehui Xiong, Zonghang Li

arxiv:2303.13052 v3 · 2023-03-23 · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HJXDSNX3IXJWHFLEVR4VSHRQEV}

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.

Cited by

1 paper in Pith

Censored Sampling for Topology Design: Guiding Diffusion with Human Preferences

Receipt and verification

First computed	2026-07-05T07:14:52.792032Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3a6e3936fb45d3639564ac79591e30256fdd9431bc75f37bcf37f2bc0d4b3e99

Aliases

arxiv: 2303.13052 · arxiv_version: 2303.13052v3 · doi: 10.48550/arxiv.2303.13052 · pith_short_12: HJXDSNX3IXJW · pith_short_16: HJXDSNX3IXJWHFLE · pith_short_8: HJXDSNX3

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/HJXDSNX3IXJWHFLEVR4VSHRQEV \
  | 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: 3a6e3936fb45d3639564ac79591e30256fdd9431bc75f37bcf37f2bc0d4b3e99

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a3744b8b036bad624e5cc8bbe6d500d4eab622dc1c3363b8b7170b197aac5a6d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2023-03-23T05:54:45Z",
    "title_canon_sha256": "7599b0064a89d0568a283822eea1bd2027799dd2f7cdd3ceba22454fe1772b4f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.13052",
    "kind": "arxiv",
    "version": 3
  }
}