Pith. sign in
Pith Number

pith:IVTCCZMK

pith:2024:IVTCCZMKFV5HBIVJUKMJTAZBXX
not attested not anchored not stored refs pending

Representation Learning on Heterophilic Graph with Directional Neighborhood Attention

Jiaqi Zhu, Qincheng Lu, Sitao Luan, Xiao-Wen Chang

arxiv:2403.01475 v1 · 2024-03-03 · cs.LG · cs.AI · cs.SI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{IVTCCZMKFV5HBIVJUKMJTAZBXX}

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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.
Receipt and verification
First computed 2026-07-05T07:51:47.765025Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

456621658a2d7a70a2a9a298998321bdfd4766fd8a667d195c1199557689cf6b

Aliases

arxiv: 2403.01475 · arxiv_version: 2403.01475v1 · doi: 10.48550/arxiv.2403.01475 · pith_short_12: IVTCCZMKFV5H · pith_short_16: IVTCCZMKFV5HBIVJ · pith_short_8: IVTCCZMK
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/IVTCCZMKFV5HBIVJUKMJTAZBXX \
  | 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: 456621658a2d7a70a2a9a298998321bdfd4766fd8a667d195c1199557689cf6b
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "75e5bf7b7da2d6ad5d92ad83ccabe8173ea65af7e414c6488c0e4a546e1bd982",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-03T10:59:16Z",
    "title_canon_sha256": "e8a9e855843d27368a0b56f188c1f727f3450d3c4785a3059adb5123c93b6e3a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.01475",
    "kind": "arxiv",
    "version": 1
  }
}