Pith Number

pith:EJOAZ5SC

pith:2024:EJOAZ5SCKCICFUUNKDQBYYRIYR

not attested not anchored not stored refs pending

Beyond Over-smoothing: Uncovering the Trainability Challenges in Deep Graph Neural Networks

Jie Peng, Runlin Lei, Zhewei Wei

arxiv:2408.03669 v1 · 2024-08-07 · 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{EJOAZ5SCKCICFUUNKDQBYYRIYR}

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

1 paper in Pith

Geometric Machine Learning on EEG Signals

Receipt and verification

First computed	2026-07-05T08:53:01.730707Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

225c0cf642509022d28d50e01c6228c445a3fb0e964fa70b8c3942e63600ab25

Aliases

arxiv: 2408.03669 · arxiv_version: 2408.03669v1 · doi: 10.48550/arxiv.2408.03669 · pith_short_12: EJOAZ5SCKCIC · pith_short_16: EJOAZ5SCKCICFUUN · pith_short_8: EJOAZ5SC

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/EJOAZ5SCKCICFUUNKDQBYYRIYR \
  | 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: 225c0cf642509022d28d50e01c6228c445a3fb0e964fa70b8c3942e63600ab25

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "150848d32409c6291ec0ee7868353d05b25c9fbde0428e97c34cf942a66bf404",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-07T10:24:59Z",
    "title_canon_sha256": "14bf8755a37f087c530fa8b666ef7be501e965cce680fbaa87ff5b73cd1d67bb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.03669",
    "kind": "arxiv",
    "version": 1
  }
}