Pith Number

pith:WUXJ734N

pith:2025:WUXJ734NN6A2Z6U6H562NE4IRU

not attested not anchored not stored refs pending

MATT-CTR: Unleashing a Model-Agnostic Test-Time Paradigm for CTR Prediction with Confidence-Guided Inference Paths

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

arxiv:2510.08932 v2 · 2025-10-10 · cs.LG · 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{WUXJ734NN6A2Z6U6H562NE4IRU}

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	2026-05-27T01:04:52.150892Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b52e9fef8d6f81acfa9e3f7da693888d05e48362160299bef875b0dbcf9493fd

Aliases

arxiv: 2510.08932 · arxiv_version: 2510.08932v2 · doi: 10.48550/arxiv.2510.08932 · pith_short_12: WUXJ734NN6A2 · pith_short_16: WUXJ734NN6A2Z6U6 · pith_short_8: WUXJ734N

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/WUXJ734NN6A2Z6U6H562NE4IRU \
  | 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: b52e9fef8d6f81acfa9e3f7da693888d05e48362160299bef875b0dbcf9493fd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1e70adf268351a95969e679bb471bd6fd95200e6f992fe47fa01a87509770bb0",
    "cross_cats_sorted": [
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-10-10T02:22:55Z",
    "title_canon_sha256": "542a377a83705e6391113b1874b286d1ec5d36a2ec16a1552a8a0c7b577fcefa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.08932",
    "kind": "arxiv",
    "version": 2
  }
}