Pith Number

pith:2N6VFFQN

pith:2024:2N6VFFQNO7BMEL3ST2PSKJSRP3

not attested not anchored not stored refs pending

BloomGML: Graph Machine Learning through the Lens of Bilevel Optimization

Amber Yijia Zheng, David Wipf, Minjie Wang, Tong He, Yixuan Qiu

arxiv:2403.04763 v1 · 2024-03-07 · 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{2N6VFFQNO7BMEL3ST2PSKJSRP3}

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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

Domain Adaptive Unfolded Graph Neural Networks

Receipt and verification

First computed	2026-07-05T07:53:27.771614Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d37d52960d77c2c22f729e9f2526517ecd2c4bbfa3bfb3152e34a2d708306644

Aliases

arxiv: 2403.04763 · arxiv_version: 2403.04763v1 · doi: 10.48550/arxiv.2403.04763 · pith_short_12: 2N6VFFQNO7BM · pith_short_16: 2N6VFFQNO7BMEL3S · pith_short_8: 2N6VFFQN

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/2N6VFFQNO7BMEL3ST2PSKJSRP3 \
  | 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: d37d52960d77c2c22f729e9f2526517ecd2c4bbfa3bfb3152e34a2d708306644

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6099f212f1dca3dee16d288a7dbd64c405821fcc2996f8055ec8cbd27e651f56",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-07T18:57:46Z",
    "title_canon_sha256": "a909997501ec8a0c08ba175e42b1cb4987e73fce0c9592561e352a1684f32719"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.04763",
    "kind": "arxiv",
    "version": 1
  }
}