Pith Number

pith:QY6GZWDV

pith:2024:QY6GZWDVPBHCEZLTIMQADBVCYB

not attested not anchored not stored refs pending

QuadraNet V2: Efficient and Sustainable Training of High-Order Neural Networks with Quadratic Adaptation

Chenhui Xu, Fuxun Yu, Jinjun Xiong, Xiang Chen, Xinyao Wang

arxiv:2405.03192 v2 · 2024-05-06 · cs.LG · cs.AI

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

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\usepackage{pith}
\pithnumber{QY6GZWDVPBHCEZLTIMQADBVCYB}

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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.

Cited by

1 paper in Pith

Revisiting Feature Interactions from the Perspective of Quadratic Neural Networks for Click-through Rate Prediction

Receipt and verification

First computed	2026-07-05T08:17:15.312874Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

863c6cd875784e22657343200186a2c047d244ad97fd87c50907ed9cef641be3

Aliases

arxiv: 2405.03192 · arxiv_version: 2405.03192v2 · doi: 10.48550/arxiv.2405.03192 · pith_short_12: QY6GZWDVPBHC · pith_short_16: QY6GZWDVPBHCEZLT · pith_short_8: QY6GZWDV

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/QY6GZWDVPBHCEZLTIMQADBVCYB \
  | 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: 863c6cd875784e22657343200186a2c047d244ad97fd87c50907ed9cef641be3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "43738823e78fe25bb99e2fd33fe7cfdebef8a5522ef66b35f0cd87c6536a5bc9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-06T06:31:47Z",
    "title_canon_sha256": "013ecf3a6f88015970a98793186d3f005914a652bd71bd955a7777976e1b3b7f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.03192",
    "kind": "arxiv",
    "version": 2
  }
}