Pith Number

pith:BSIJECJA

pith:2025:BSIJECJAN6IHQCPYZO2WVYN2O6

not attested not anchored not stored refs pending

DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion

Jinxin Hu, Moyu Zhang, Yujun Jin, Yun Chen, Yu Zhang

arxiv:2508.14500 v2 · 2025-08-20 · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BSIJECJAN6IHQCPYZO2WVYN2O6}

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

3 papers in Pith

Dual-Stream MLP is All You Need for CTR Prediction

Selective Test-Time Compute Scaling for Click-Through Rate Prediction via Uncertainty-Triggered Feature Path Exploration

Self-Balancing Gradient Allocation for Heterogeneity-Aware Feature Generation in Click-Through Rate Prediction

Receipt and verification

First computed	2026-07-05T12:00:09.022179Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0c909209206f907809f8cbb56ae1ba77acfb5ec758e1c566f19414bf95872206

Aliases

arxiv: 2508.14500 · arxiv_version: 2508.14500v2 · doi: 10.48550/arxiv.2508.14500 · pith_short_12: BSIJECJAN6IH · pith_short_16: BSIJECJAN6IHQCPY · pith_short_8: BSIJECJA

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/BSIJECJAN6IHQCPYZO2WVYN2O6 \
  | 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: 0c909209206f907809f8cbb56ae1ba77acfb5ec758e1c566f19414bf95872206

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bbceb6213755a43d8e7b523e37947c1b0e3ebd64209d96b9aba6832cf7d24e1c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-08-20T07:42:21Z",
    "title_canon_sha256": "d4ddcb2b949d87c62772d95a24619ffd3836aea64a8d042641f6c1d32fe706fe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.14500",
    "kind": "arxiv",
    "version": 2
  }
}