Pith Number

pith:6MN7I74Z

pith:2024:6MN7I74Z4OWR7Z74AMWYB7V4PR

not attested not anchored not stored refs pending

MDGNN: Multi-Relational Dynamic Graph Neural Network for Comprehensive and Dynamic Stock Investment Prediction

Fei Yu, Hao Chen, Hao Qian, Hongting Zhou, Hongxiang Yao, Jingwei Wang, Jun Zhou, Qian Zhao, Zhiqiang Zhang, Ziqi Liu

arxiv:2402.06633 v1 · 2024-01-19 · q-fin.ST · cs.IR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6MN7I74Z4OWR7Z74AMWYB7V4PR}

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

GRU-PFG: Extract Inter-Stock Correlation from Stock Factors with Graph Neural Network

Receipt and verification

First computed	2026-07-05T07:43:36.010666Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f31bf47f99e3ad1fe7fc032d80febc7c696ca9e15e789cffeff41cc1004f70ec

Aliases

arxiv: 2402.06633 · arxiv_version: 2402.06633v1 · doi: 10.48550/arxiv.2402.06633 · pith_short_12: 6MN7I74Z4OWR · pith_short_16: 6MN7I74Z4OWR7Z74 · pith_short_8: 6MN7I74Z

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/6MN7I74Z4OWR7Z74AMWYB7V4PR \
  | 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: f31bf47f99e3ad1fe7fc032d80febc7c696ca9e15e789cffeff41cc1004f70ec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "148c68905da9d54d295ab0ed77196909cca2b74434976dd06ebdf7f0aa83a4f4",
    "cross_cats_sorted": [
      "cs.IR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-fin.ST",
    "submitted_at": "2024-01-19T02:51:29Z",
    "title_canon_sha256": "a0d4e27569217862cd9a6e215ef67115c20a854ae71199437eec076bd3b92351"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.06633",
    "kind": "arxiv",
    "version": 1
  }
}