Pith Number

pith:BKB4L5OW

pith:2025:BKB4L5OW35DYS5GAVB2HXVUN73

not attested not anchored not stored refs pending

Generative Auto-Bidding in Large-Scale Competitive Auctions via Diffusion Completer-Aligner

Bo An, Fei Pan, Jingtong Gao, Nan Jiang, Peng Jiang, Qingpeng Cai, Ruyi An, Shuai Mao, Xiangyu Zhao, Yewen Li

arxiv:2509.03348 v1 · 2025-09-03 · cs.GT · 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{BKB4L5OW35DYS5GAVB2HXVUN73}

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

6 papers in Pith

From Bootstrapping to Sequence Modeling: A Unified Generative Framework for Personalized Landing-Page Modeling

D$^3$-Subsidy: Online and Sequential Driver Subsidy Decision-Making for Large-Scale Ride-Hailing Market

Receipt and verification

First computed	2026-07-05T12:04:20.897665Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0a83c5f5d6df478974c0a8747bd68dfec98fb816eab3f51a368a2360fcde2482

Aliases

arxiv: 2509.03348 · arxiv_version: 2509.03348v1 · doi: 10.48550/arxiv.2509.03348 · pith_short_12: BKB4L5OW35DY · pith_short_16: BKB4L5OW35DYS5GA · pith_short_8: BKB4L5OW

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/BKB4L5OW35DYS5GAVB2HXVUN73 \
  | 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: 0a83c5f5d6df478974c0a8747bd68dfec98fb816eab3f51a368a2360fcde2482

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b6ccd8c5d87d3480f60b902b5c30cd44713945d5180e3027df3540fda5b0593d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2025-09-03T14:25:36Z",
    "title_canon_sha256": "9861c633eaec9160beaa977bec55ed3fc31669cde9a0b83cf849aa03d8d5125a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.03348",
    "kind": "arxiv",
    "version": 1
  }
}