Pith Number

pith:JXDB46G6

pith:2023:JXDB46G6RBIRKM6D7EN6U4CKO6

not attested not anchored not stored refs pending

pFedLoRA: Model-Heterogeneous Personalized Federated Learning with LoRA Tuning

Gang Wang, Han Yu, Liping Yi, Xiaoguang Liu, Xiaoxiao Li

arxiv:2310.13283 v2 · 2023-10-20 · cs.LG · cs.DC

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JXDB46G6RBIRKM6D7EN6U4CKO6}

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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

8 papers in Pith

Shift-Dependent Asymmetry: Orthogonal Inverse Low-Rank Adaptation for Federated Medical Segmentation

A Survey on Foundation Models for Personalized Federated Intelligence

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

Concordia: Self-Improving Synthetic Tables for Federated LLMs

FedSDR: Federated Self-Distillation with Rectification

Receipt and verification

First computed	2026-07-05T07:43:56.735813Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4dc61e78de88511533c3f91bea704a7788e92de8b74d34765777377b24d5b143

Aliases

arxiv: 2310.13283 · arxiv_version: 2310.13283v2 · doi: 10.48550/arxiv.2310.13283 · pith_short_12: JXDB46G6RBIR · pith_short_16: JXDB46G6RBIRKM6D · pith_short_8: JXDB46G6

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/JXDB46G6RBIRKM6D7EN6U4CKO6 \
  | 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: 4dc61e78de88511533c3f91bea704a7788e92de8b74d34765777377b24d5b143

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7315230ad8f844ae54903b3fff3030d6766b06685c9d2fefd522c00346d92746",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-20T05:24:28Z",
    "title_canon_sha256": "fb3bb92e061d24075e4136091654a28e399cb3fafa3ba7c5aa4c8326eea451bb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.13283",
    "kind": "arxiv",
    "version": 2
  }
}