Pith Number

pith:UHIZZPV4

pith:2024:UHIZZPV4ZDN2JT5U2C6PCJAFE6

not attested not anchored not stored refs pending

TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting

Beiliang Wu, Jigang Bao, Naiqi Li, Peiyuan Liu, Shu-Tao Xia, Tao Dai, Yifan Hu

arxiv:2410.04442 v4 · 2024-10-06 · cs.LG · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UHIZZPV4ZDN2JT5U2C6PCJAFE6}

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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

8 papers in Pith

One Step Closer to Ground Truth: A Multi-Scale Residual-Aware Representation Learning Pipeline for Predicting Time Series Data

Stationarity-Aware Retrieval-Augmented Time Series Forecasting

FinTSB: A Comprehensive and Practical Benchmark for Financial Time Series Forecasting

L-Drive: Beyond a Single Mapping-Latent Context Drives Time Series Forecasting

ReNF: Rethinking the Design of Neural Long-Term Time Series Forecasters

Receipt and verification

First computed	2026-07-05T11:03:17.112133Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a1d19cbebcc8dba4cfb4d0bcf12405279e689a70859fc55889f2f4df384b21fa

Aliases

arxiv: 2410.04442 · arxiv_version: 2410.04442v4 · doi: 10.48550/arxiv.2410.04442 · pith_short_12: UHIZZPV4ZDN2 · pith_short_16: UHIZZPV4ZDN2JT5U · pith_short_8: UHIZZPV4

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/UHIZZPV4ZDN2JT5U2C6PCJAFE6 \
  | 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: a1d19cbebcc8dba4cfb4d0bcf12405279e689a70859fc55889f2f4df384b21fa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "570b89f71674a6a30e9dffe5d8b443b73f8cc2d6cd33d4ddcc7454eb82d4667a",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-06T10:41:03Z",
    "title_canon_sha256": "4583fb08547041e9bb7e00f6ae50492bd183b17f5c0f3813d326d037cb13ebf8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.04442",
    "kind": "arxiv",
    "version": 4
  }
}