Pith Number

pith:EE56KQGK

pith:2024:EE56KQGKVCLUDXEIMIXSYML6C7

not attested not anchored not stored refs pending

Improving LoRA in Privacy-preserving Federated Learning

Bolin Ding, Yaliang Li, Youbang Sun, Zitao Li

arxiv:2403.12313 v1 · 2024-03-18 · cs.LG · cs.CR · cs.DC

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EE56KQGKVCLUDXEIMIXSYML6C7}

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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

11 papers in Pith

AlignFed: Alignment-Aware Asynchronous Federated Fine-Tuning for Large Language Models in Heterogeneous Edge Environments

Amortizing Federated Adaptation: Hypernetwork Driven LoRA for Personalized Foundation Models

Probing Memorization of Tabular In-Context Learning

FedSmoothLoRA: Toward Smoother and Faster Convergence in Federated Low-Rank Adaptation

Trustworthy Recommendation in the Era of Large Language Models: Opportunities and Challenges

Receipt and verification

First computed	2026-07-05T07:57:58.872100Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

213be540caa89741dc88622f2c317e17ed431114fe045b2db76d2f3edc5e3674

Aliases

arxiv: 2403.12313 · arxiv_version: 2403.12313v1 · doi: 10.48550/arxiv.2403.12313 · pith_short_12: EE56KQGKVCLU · pith_short_16: EE56KQGKVCLUDXEI · pith_short_8: EE56KQGK

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/EE56KQGKVCLUDXEIMIXSYML6C7 \
  | 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: 213be540caa89741dc88622f2c317e17ed431114fe045b2db76d2f3edc5e3674

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "69ba4b67d13f33199f0ba98e52ae10d7fa71e105483022ce41e5eecee6944ae1",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-18T23:20:08Z",
    "title_canon_sha256": "385085587b64995f516156143cc3eeb13c78f9e1b755da9cb7a1a660eea954f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.12313",
    "kind": "arxiv",
    "version": 1
  }
}