Pith Number

pith:HUNLCKHK

pith:2026:HUNLCKHK6HZ5COYLE2LCOU5JTL

not attested not anchored not stored refs pending

Spectral Text Fusion: A Frequency-Aware Approach to Multimodal Time-Series Forecasting

Dung Nguyen, Hung Le, Huu Hiep Nguyen, Minh Hoang Nguyen

arxiv:2602.01588 v3 · 2026-02-02 · 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{HUNLCKHK6HZ5COYLE2LCOU5JTL}

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

3 papers in Pith

ALER-TI: Aligned Latent Embedding Retrieval for Time Series Imputation

Reviving Error Correction in Modern Deep Time-Series Forecasting

SSDA: Bridging Spectral and Structural Gaps via Dual Adaptation for Vision-Based Time Series Forecasting

Receipt and verification

First computed	2026-06-29T01:14:28.470669Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3d1ab128eaf1f3d13b0b26962753a99afcf5006a71cb0b60d7acce53dcbcd68b

Aliases

arxiv: 2602.01588 · arxiv_version: 2602.01588v3 · doi: 10.48550/arxiv.2602.01588 · pith_short_12: HUNLCKHK6HZ5 · pith_short_16: HUNLCKHK6HZ5COYL · pith_short_8: HUNLCKHK

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/HUNLCKHK6HZ5COYLE2LCOU5JTL \
  | 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: 3d1ab128eaf1f3d13b0b26962753a99afcf5006a71cb0b60d7acce53dcbcd68b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "497929f85d0daa6bf3998b91fa766c15923c0b5dfeee990a5f2d14b69fc2ea66",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-02-02T03:28:21Z",
    "title_canon_sha256": "00d0692d3955d3d20eacec2940efb1caa011dda95b01754174047cc8557cc10c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.01588",
    "kind": "arxiv",
    "version": 3
  }
}