Pith Number

pith:SHW62VWV

pith:2022:SHW62VWV7RY6RVQWQC3YT3I2TO

not attested not anchored not stored refs pending

GRATIS: Deep Learning Graph Representation with Task-specific Topology and Multi-dimensional Edge Features

Cheng Luo, Hatice Gunes, Linlin Shen, Selim Kuzucu, Siyang Song, Weicheng Xie, Xi Jia, Yuxin Song, Zhijiang Guo, Zhiyuan Song

arxiv:2211.12482 v1 · 2022-11-19 · 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{SHW62VWV7RY6RVQWQC3YT3I2TO}

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

1 paper in Pith

REACT 2026: The Fourth Multiple Appropriate Facial Reaction Generation Challenge: Personalised MAFRG and Appropriate EEG Reaction Prediction

Receipt and verification

First computed	2026-07-05T05:18:17.549696Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

91eded56d5fc71e8d61680b789ed1a9bbc3a6c02a6232f11d0d2163a93373dec

Aliases

arxiv: 2211.12482 · arxiv_version: 2211.12482v1 · doi: 10.48550/arxiv.2211.12482 · pith_short_12: SHW62VWV7RY6 · pith_short_16: SHW62VWV7RY6RVQW · pith_short_8: SHW62VWV

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/SHW62VWV7RY6RVQWQC3YT3I2TO \
  | 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: 91eded56d5fc71e8d61680b789ed1a9bbc3a6c02a6232f11d0d2163a93373dec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8881e631d8d6e49c3d05bb7edd4eccd1a8df0c2074cb9ef8b80f0ee986c3c66a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-19T18:42:55Z",
    "title_canon_sha256": "5e5d8435276dc5b6372c9c38df5386ce72a9234fe258362f5df5d6d44a4fc10b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.12482",
    "kind": "arxiv",
    "version": 1
  }
}