Pith Number

pith:UKSJ3UUN

pith:2021:UKSJ3UUN67SVH5QPFDLBIDZHBQ

not attested not anchored not stored refs pending

DyFormer: A Scalable Dynamic Graph Transformer with Provable Benefits on Generalization Ability

Chun-cheng Jason Chen, Mehrdad Mahdavi, Mengting Gu, Weilin Cong, Yanhong Wu, Yinglong Xia, Yuandong Tian

arxiv:2111.10447 v3 · 2021-11-19 · 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{UKSJ3UUN67SVH5QPFDLBIDZHBQ}

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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

2 papers in Pith

OPD-Evolver: Cultivating Holistic Agent Evolver via On-Policy Distillation

Attention Dispersion in Dynamic Graph Transformers: Diagnosis and a Transferable Fix

Receipt and verification

First computed	2026-07-05T05:36:45.497586Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a2a49dd28df7e553f60f28d6140f270c161f964f5c0b1fa4f1ef7026dc8edb4d

Aliases

arxiv: 2111.10447 · arxiv_version: 2111.10447v3 · doi: 10.48550/arxiv.2111.10447 · pith_short_12: UKSJ3UUN67SV · pith_short_16: UKSJ3UUN67SVH5QP · pith_short_8: UKSJ3UUN

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/UKSJ3UUN67SVH5QPFDLBIDZHBQ \
  | 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: a2a49dd28df7e553f60f28d6140f270c161f964f5c0b1fa4f1ef7026dc8edb4d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f60e1c1a3fbfb6e9a56e8c56a9f733c708af52d61d80a822ce864e40c7c4a524",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-11-19T21:44:23Z",
    "title_canon_sha256": "4568998311aac31f876f0be0ac8bb9ef599456067ea4692dae5884956dadef73"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.10447",
    "kind": "arxiv",
    "version": 3
  }
}