Pith Number

pith:ICVG4GK2

pith:2022:ICVG4GK2OUUAZ52T6VZO46RIE7

not attested not anchored not stored refs pending

Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting

Christian S. Jensen, Fei Wang, Wei Wei, Xin Cao, Yongjun Xu, Zezhi Shao, Zhao Zhang

arxiv:2206.09112 v4 · 2022-06-18 · cs.LG

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\usepackage{pith}
\pithnumber{ICVG4GK2OUUAZ52T6VZO46RIE7}

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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

6 papers in Pith

PHGNet: Prototype-Guided Hypergraph Construction for Heterogeneous Spatiotemporal Forecasting

ADMFormer: An Adaptive-Decomposition Transformer with Time-Varying Masked Spatial Attention for Traffic Forecasting

A Road-Conditioned Traffic Movie Prediction Network with Spatiotemporal and Structure-Consistent Learning

Uniform Inductive Spatio-Temporal Kriging

TSNN: A Non-parametric and Interpretable Framework for Traffic Time Series Forecasting

Receipt and verification

First computed	2026-07-05T04:54:21.617590Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

40aa6e195a75280cf753f572ee7a2827eb66f43c964ebb2943080ec5381bfbcf

Aliases

arxiv: 2206.09112 · arxiv_version: 2206.09112v4 · doi: 10.48550/arxiv.2206.09112 · pith_short_12: ICVG4GK2OUUA · pith_short_16: ICVG4GK2OUUAZ52T · pith_short_8: ICVG4GK2

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/ICVG4GK2OUUAZ52T6VZO46RIE7 \
  | 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: 40aa6e195a75280cf753f572ee7a2827eb66f43c964ebb2943080ec5381bfbcf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5d64ecae4789ec284f4889a6ec84746e8e6604a2c387358d4b75773c952c9f85",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-18T04:14:38Z",
    "title_canon_sha256": "d44f271980b9db3a04e97f63f10c732bdba27aa5384fffcd1f0e469d3d6d07a4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.09112",
    "kind": "arxiv",
    "version": 4
  }
}