Pith. sign in
Pith Number

pith:7QWL6SFJ

pith:2024:7QWL6SFJY4NLKBIIFJ6DMZUUNY
not attested not anchored not stored refs pending

Deep Automated Mechanism Design for Integrating Ad Auction and Allocation in Feed

Bingqi Zhu, Fei He, Xingxing Wang, Xuejian Li, Yongkang Wang, Ze Wang

arxiv:2401.01656 v2 · 2024-01-03 · cs.GT · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{7QWL6SFJY4NLKBIIFJ6DMZUUNY}

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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 2026-07-05T08:06:45.732827Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

fc2cbf48a9c71ab505082a7c3666946e066d9888f52088ce237154b407a37f95

Aliases

arxiv: 2401.01656 · arxiv_version: 2401.01656v2 · doi: 10.48550/arxiv.2401.01656 · pith_short_12: 7QWL6SFJY4NL · pith_short_16: 7QWL6SFJY4NLKBII · pith_short_8: 7QWL6SFJ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/7QWL6SFJY4NLKBIIFJ6DMZUUNY \
  | 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: fc2cbf48a9c71ab505082a7c3666946e066d9888f52088ce237154b407a37f95
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ce3d91ff7bf73d5e965181a6c1569547109ffa646986bcced60aa41c7ef0fd37",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2024-01-03T10:27:39Z",
    "title_canon_sha256": "b566b3bc0163c444b717593dfbb4c3dae914e8a46e7fb0a881bae5700b4aa123"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.01656",
    "kind": "arxiv",
    "version": 2
  }
}