Pith Number

pith:LFLLFAJR

pith:2024:LFLLFAJRWF56QSZNJRDZ533QPC

not attested not anchored not stored refs pending

FedFQ: Federated Learning with Fine-Grained Quantization

Hangyu Ye, Haowei Li, Jitao Ma, Shuran Ma, Weiying Xie, Yunsong Li

arxiv:2408.08977 v1 · 2024-08-16 · cs.DC

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LFLLFAJRWF56QSZNJRDZ533QPC}

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

One-Bit Model Aggregation for Differentially Private and Byzantine-Robust Personalized Federated Learning

Receipt and verification

First computed	2026-07-05T08:56:26.366413Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5956b28131b17be84b2d4c479eef7078b2dd1ac7363c0f222a5d191c5dbe459a

Aliases

arxiv: 2408.08977 · arxiv_version: 2408.08977v1 · doi: 10.48550/arxiv.2408.08977 · pith_short_12: LFLLFAJRWF56 · pith_short_16: LFLLFAJRWF56QSZN · pith_short_8: LFLLFAJR

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/LFLLFAJRWF56QSZNJRDZ533QPC \
  | 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: 5956b28131b17be84b2d4c479eef7078b2dd1ac7363c0f222a5d191c5dbe459a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "92b40a4dec01ada6bdb924c86e21eabda7d54621f400362aa09397ef3ab7d9cb",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-08-16T19:00:36Z",
    "title_canon_sha256": "591c51f5d90f119401817a1bdea5d1d8bb53fdd642bee623499a7da5ddc2bb3c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.08977",
    "kind": "arxiv",
    "version": 1
  }
}