Pith Number

pith:4MXK7S4P

pith:2024:4MXK7S4PQMXDLX25UBDFILUBI2

not attested not anchored not stored refs pending

Asymmetric Learning for Spectral Graph Neural Networks

Fangbing Liu, Qing Wang

arxiv:2412.11739 v1 · 2024-12-16 · 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{4MXK7S4PQMXDLX25UBDFILUBI2}

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	2026-07-05T09:49:50.973599Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e32eafcb8f832e35df5da046542e8146a1ae2b144ee889f9c82b913760f91cea

Aliases

arxiv: 2412.11739 · arxiv_version: 2412.11739v1 · doi: 10.48550/arxiv.2412.11739 · pith_short_12: 4MXK7S4PQMXD · pith_short_16: 4MXK7S4PQMXDLX25 · pith_short_8: 4MXK7S4P

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/4MXK7S4PQMXDLX25UBDFILUBI2 \
  | 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: e32eafcb8f832e35df5da046542e8146a1ae2b144ee889f9c82b913760f91cea

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7ac12e93b740507383d2a8d5653f6315eabe2348b7765a07a109736cd0a516ed",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-16T13:00:49Z",
    "title_canon_sha256": "eaff196d76590f2e351d2ba4db86803f333221612b0dc56092c95350f12c97fa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.11739",
    "kind": "arxiv",
    "version": 1
  }
}