Pith Number

pith:MIDCMZ27

pith:2020:MIDCMZ27V3X67H3B4IDTLTFHWP

not attested not anchored not stored refs pending

Federated Mutual Learning

Chao Wu, Fei Wu, Fengda Zhang, Gang Huang, Jie Zhang, Kun Kuang, Pan Zhou, Tao Shen, Xinkang Jia

arxiv:2006.16765 v3 · 2020-06-27 · 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{MIDCMZ27V3X67H3B4IDTLTFHWP}

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

3 papers in Pith

Enhancing Visual Representation with Textual Semantics: Textual Semantics-Powered Prototypes for Heterogeneous Federated Learning

STAGE: Tackling Semantic Drift in Multimodal Federated Graph Learning

FedProxy: Federated Fine-Tuning of LLMs via Proxy SLMs and Heterogeneity-Aware Fusion

Receipt and verification

First computed	2026-07-05T01:35:58.253058Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

620626675faeefef9f61e20735cca7b3f7a57d708c2fc4f7289e21865fd7fd50

Aliases

arxiv: 2006.16765 · arxiv_version: 2006.16765v3 · doi: 10.48550/arxiv.2006.16765 · pith_short_12: MIDCMZ27V3X6 · pith_short_16: MIDCMZ27V3X67H3B · pith_short_8: MIDCMZ27

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/MIDCMZ27V3X67H3B4IDTLTFHWP \
  | 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: 620626675faeefef9f61e20735cca7b3f7a57d708c2fc4f7289e21865fd7fd50

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5294ac80de7fbaf195392a39a6daa8ccc28fa2a30d3e8827cd82fe6a9233dc7b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-27T09:35:03Z",
    "title_canon_sha256": "501c27e782800350dafee1c3e4e39f9991907b40b4a52091388d9a10b0265548"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.16765",
    "kind": "arxiv",
    "version": 3
  }
}