Pith Number

pith:2A47EA5X

pith:2024:2A47EA5XOJ7AQRXKUEPEBJKCNS

not attested not anchored not stored refs pending

MH-pFLID: Model Heterogeneous personalized Federated Learning via Injection and Distillation for Medical Data Analysis

Cong Li, Luyuan Xie, Manqing Lin, Qingni Shen, Tianyu Luan, Yuejian Fang, Zhonghai Wu

arxiv:2405.06822 v1 · 2024-05-10 · 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{2A47EA5XOJ7AQRXKUEPEBJKCNS}

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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

Towards Modality-imbalanced Federated Graph Learning: A Data Synthesis-based Approach

Towards Robust Federated Multimodal Graph Learning under Modality Heterogeneity

Receipt and verification

First computed	2026-07-05T08:18:12.385328Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d039f203b7727e0846eaa11e40a5426c9bd78694520f4fb755fd33a7a62578bd

Aliases

arxiv: 2405.06822 · arxiv_version: 2405.06822v1 · doi: 10.48550/arxiv.2405.06822 · pith_short_12: 2A47EA5XOJ7A · pith_short_16: 2A47EA5XOJ7AQRXK · pith_short_8: 2A47EA5X

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/2A47EA5XOJ7AQRXKUEPEBJKCNS \
  | 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: d039f203b7727e0846eaa11e40a5426c9bd78694520f4fb755fd33a7a62578bd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "68ea3b007a4003994145a9307cdeceb144c70f9843b85acf6b2cb6d64de7b31c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-10T21:52:27Z",
    "title_canon_sha256": "61118a10e23a87a3a9396447bcf0118e3cceda193a7f0090426cb9637714ed2e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.06822",
    "kind": "arxiv",
    "version": 1
  }
}