Pith Number

pith:WURBR6UP

pith:2024:WURBR6UPK6ZAVCWBK7UOCVJZCT

not attested not anchored not stored refs pending

Stock Type Prediction Model Based on Hierarchical Graph Neural Network

Bingxing Wang, Honglin Qin, Hongye Zheng, Jiajing Wang, Jianhua Yao, Yuxin Dong

arxiv:2412.06862 v1 · 2024-12-09 · cs.LG · q-fin.CP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WURBR6UPK6ZAVCWBK7UOCVJZCT}

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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

Dynamic Adaptation of LoRA Fine-Tuning for Efficient and Task-Specific Optimization of Large Language Models

Receipt and verification

First computed	2026-07-05T09:46:58.593537Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b52218fa8f57b20a8ac157e8e1553914c872d4fd54cf02ec4bfbb6300ae00139

Aliases

arxiv: 2412.06862 · arxiv_version: 2412.06862v1 · doi: 10.48550/arxiv.2412.06862 · pith_short_12: WURBR6UPK6ZA · pith_short_16: WURBR6UPK6ZAVCWB · pith_short_8: WURBR6UP

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/WURBR6UPK6ZAVCWBK7UOCVJZCT \
  | 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: b52218fa8f57b20a8ac157e8e1553914c872d4fd54cf02ec4bfbb6300ae00139

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4f0479f1a8e370fde544b72183a427db371b4da35c5a37e091ff8364c094d394",
    "cross_cats_sorted": [
      "q-fin.CP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-09T08:08:03Z",
    "title_canon_sha256": "5fd583f8b8f950a6aefb49389d14abcc55b761259d80d41e8b6fe36f306d2e3f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.06862",
    "kind": "arxiv",
    "version": 1
  }
}