Pith Number

pith:TVMN2MT7

pith:2024:TVMN2MT74OUNEFFE4XOMU3KBZX

not attested not anchored not stored refs pending

Selective Aggregation for Low-Rank Adaptation in Federated Learning

Feifei Wang, Huijie Fan, Liangqiong Qu, Pengxin Guo, Shuang Zeng, Yanran Wang

arxiv:2410.01463 v3 · 2024-10-02 · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TVMN2MT74OUNEFFE4XOMU3KBZX}

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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

5 papers in Pith

Probing Memorization of Tabular In-Context Learning

FediLoRA: Practical Federated Fine-Tuning of Foundation Models Under Missing-Modality Constraints

Rethinking LoRA for Privacy-Preserving Federated Learning in Large Models

Task-Centric Personalized Federated Fine-Tuning of Language Models

Fed-DLoRA: Efficient Wireless Federated Learning with Dynamic Low-Rank Adaptation

Receipt and verification

First computed	2026-07-05T10:36:29.423929Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9d58dd327fe3a8d214a4e5dcca6d41cde0c4fa258bbbda8dbf0561429c770c33

Aliases

arxiv: 2410.01463 · arxiv_version: 2410.01463v3 · doi: 10.48550/arxiv.2410.01463 · pith_short_12: TVMN2MT74OUN · pith_short_16: TVMN2MT74OUNEFFE · pith_short_8: TVMN2MT7

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/TVMN2MT74OUNEFFE4XOMU3KBZX \
  | 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: 9d58dd327fe3a8d214a4e5dcca6d41cde0c4fa258bbbda8dbf0561429c770c33

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "576ca9fa3f53cd9f91b92448c6dba823edf830d9aed5d6adcdd1d295887c0466",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-02T12:14:36Z",
    "title_canon_sha256": "b080a9dd4840a3ba0219d612be2dff0edc9d25148045f74c29b3db63ace40df7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.01463",
    "kind": "arxiv",
    "version": 3
  }
}