Pith Number

pith:2NACHGQP

pith:2023:2NACHGQPYNUQTVZI4RPFMWMZIG

not attested not anchored not stored refs pending

HetGPT: Harnessing the Power of Prompt Tuning in Pre-Trained Heterogeneous Graph Neural Networks

Jiayu Li, Masood Mortazavi, Ning Yan, Nitesh V. Chawla, Yihong Ma

arxiv:2310.15318 v4 · 2023-10-23 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2NACHGQPYNUQTVZI4RPFMWMZIG}

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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

Heterogeneous Graph Prompt Learning via Adaptive Weight Pruning

Receipt and verification

First computed	2026-07-05T10:09:40.914996Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d340239a0fc36909d728e45e56599941901f49f9859ca1b0c2ceab4520d5fb2a

Aliases

arxiv: 2310.15318 · arxiv_version: 2310.15318v4 · doi: 10.48550/arxiv.2310.15318 · pith_short_12: 2NACHGQPYNUQ · pith_short_16: 2NACHGQPYNUQTVZI · pith_short_8: 2NACHGQP

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/2NACHGQPYNUQTVZI4RPFMWMZIG \
  | 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: d340239a0fc36909d728e45e56599941901f49f9859ca1b0c2ceab4520d5fb2a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ae93d419fd0b518fee390b56742d2b1235fc4a4d95070c0391e2170c5e9bac75",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-23T19:35:57Z",
    "title_canon_sha256": "bb8c6a0285baf1517b29c73f6700ac3ea6e6b5aae3bc2fb6a9ec8376697367c0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.15318",
    "kind": "arxiv",
    "version": 4
  }
}