Pith Number

pith:UJPVPHYC

pith:2025:UJPVPHYCDVWRSJO4SGKWFMRJOU

not attested not anchored not stored refs pending

EdgeGFL: Rethinking Edge Information in Graph Feature Preference Learning

ChangDong Wang, Hongguang Lin, Jiwang Fang, Min Chen, Shengda Zhuo, Shuqiang Huang, Yin Tang

arxiv:2502.02302 v1 · 2025-02-04 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UJPVPHYCDVWRSJO4SGKWFMRJOU}

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	2026-07-05T10:09:26.744668Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a25f579f021d6d1925dc919562b22975064bac9eeadaa4f7ebabe62579cd9871

Aliases

arxiv: 2502.02302 · arxiv_version: 2502.02302v1 · doi: 10.48550/arxiv.2502.02302 · pith_short_12: UJPVPHYCDVWR · pith_short_16: UJPVPHYCDVWRSJO4 · pith_short_8: UJPVPHYC

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/UJPVPHYCDVWRSJO4SGKWFMRJOU \
  | 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: a25f579f021d6d1925dc919562b22975064bac9eeadaa4f7ebabe62579cd9871

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c810c6fc9aca3a3419e199444b6cf8fe4b6bee5d91b7f4f8cc7421984efa874e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-04T13:16:54Z",
    "title_canon_sha256": "c10682492ce78d1690a33ff5178396e8d9319d0c96fe88e713d5e7d0d7228b78"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.02302",
    "kind": "arxiv",
    "version": 1
  }
}