Pith Number

pith:JSXAQSNQ

pith:2021:JSXAQSNQBYPHOW3AMUQUYX5KPY

not attested not anchored not stored refs pending

Boost then Convolve: Gradient Boosting Meets Graph Neural Networks

Liudmila Prokhorenkova, Sergei Ivanov

arxiv:2101.08543 v2 · 2021-01-21 · cs.LG · cs.AI · cs.SI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JSXAQSNQBYPHOW3AMUQUYX5KPY}

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

4 papers in Pith

Enhancing LLMs for Graph Tasks via Graph-aware LoRA Generation

A Zero-shot Generalized Graph Anomaly Detection Framework via Node Reconstruction

Rethinking Feature Alignment in Generalist Graph Anomaly Detection: A Relational Fingerprint-based Approach

Retrieval-Augmented Generation with Graphs (GraphRAG)

Receipt and verification

First computed	2026-07-05T02:28:07.704672Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4cae0849b00e1e775b6065214c5faa7e2e9b23f558dd8ec2d5d24b77934665f7

Aliases

arxiv: 2101.08543 · arxiv_version: 2101.08543v2 · doi: 10.48550/arxiv.2101.08543 · pith_short_12: JSXAQSNQBYPH · pith_short_16: JSXAQSNQBYPHOW3A · pith_short_8: JSXAQSNQ

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/JSXAQSNQBYPHOW3AMUQUYX5KPY \
  | 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: 4cae0849b00e1e775b6065214c5faa7e2e9b23f558dd8ec2d5d24b77934665f7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4384e847521b0dcab2aa603b771ba698030188b6998162a1baa4d40ae70094fb",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-01-21T10:46:41Z",
    "title_canon_sha256": "d316e2fc3f534ac680816158e597eda5a616fcf38463bf595db2f927fff75458"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2101.08543",
    "kind": "arxiv",
    "version": 2
  }
}