Pith Number

pith:6L6BZSXK

pith:2024:6L6BZSXKDMG4IKDLBASZYYM2NT

not attested not anchored not stored refs pending

Best of Both Worlds: Advantages of Hybrid Graph Sequence Models

Ali Behrouz, Ali Parviz, Bryan Perozzi, Clayton Sanford, Mahdi Karami, Vahab Mirrokni

arxiv:2411.15671 v1 · 2024-11-23 · cs.LG · 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{6L6BZSXKDMG4IKDLBASZYYM2NT}

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

Adaptive Long-term Embedding with Denoising and Augmentation for Recommendation

Receipt and verification

First computed	2026-07-05T09:39:38.957811Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f2fc1ccaea1b0dc4286b08259c619a6cca6a7d849e2a744ec215b3dd24d40295

Aliases

arxiv: 2411.15671 · arxiv_version: 2411.15671v1 · doi: 10.48550/arxiv.2411.15671 · pith_short_12: 6L6BZSXKDMG4 · pith_short_16: 6L6BZSXKDMG4IKDL · pith_short_8: 6L6BZSXK

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/6L6BZSXKDMG4IKDLBASZYYM2NT \
  | 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: f2fc1ccaea1b0dc4286b08259c619a6cca6a7d849e2a744ec215b3dd24d40295

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a5d84cf5b094d32ed647be0274b936a768ea4f832b2ba77858276402c459634d",
    "cross_cats_sorted": [
      "cs.SI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-23T23:24:42Z",
    "title_canon_sha256": "2f7733846ca0070a59b4c7d493ef491ce2c2fe10d007281ec5d37200206e782c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.15671",
    "kind": "arxiv",
    "version": 1
  }
}