Pith Number

pith:2WHHFKQO

pith:2025:2WHHFKQORAF5NXKUDMFN5XYCG7

not attested not anchored not stored refs pending

VFEM: Visual Feature Empowered Multivariate Time Series Forecasting with Cross-Modal Fusion

Danny Dongning Sun, Fei Ma, Hang Yu, Hongkang Zhang, Jian Xu, Shao-Lun Huang, Tongtong Feng, Xiao-Ping Zhang, Yanlong Wang, Zijian Zhang

arxiv:2510.03244 v2 · 2025-09-25 · cs.LG · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2WHHFKQORAF5NXKUDMFN5XYCG7}

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.

Receipt and verification

First computed	2026-06-09T02:07:10.431965Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d58e72aa0e880bd6dd541b0adedf0237c0e9cbcf86e3af5f256c696911f11ccc

Aliases

arxiv: 2510.03244 · arxiv_version: 2510.03244v2 · doi: 10.48550/arxiv.2510.03244 · pith_short_12: 2WHHFKQORAF5 · pith_short_16: 2WHHFKQORAF5NXKU · pith_short_8: 2WHHFKQO

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/2WHHFKQORAF5NXKUDMFN5XYCG7 \
  | 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: d58e72aa0e880bd6dd541b0adedf0237c0e9cbcf86e3af5f256c696911f11ccc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c1d7729f0f988c636402a500558f9bd53ff5d1bc20e07adffce36027ef459688",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-25T14:02:26Z",
    "title_canon_sha256": "278479586ae777b2370584a407e6b6f485fd3849064f73b63fa24f153ef25533"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.03244",
    "kind": "arxiv",
    "version": 2
  }
}