Pith Number

pith:TLFTSZCV

pith:2025:TLFTSZCVENGPU6N6MMNSGFQNYY

not attested not anchored not stored refs pending

Adaptive Federated LoRA in Heterogeneous Wireless Networks with Independent Sampling

Bing Luo, Boyu Li, Jiaxiang Geng, Juncheng Wang, Xiaodong Xu, Xiaofeng Tao, Yanzhao Hou

arxiv:2505.23555 v3 · 2025-05-29 · 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{TLFTSZCVENGPU6N6MMNSGFQNYY}

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

Priority-Aware Learning-Unlearning Correction for Dynamic Decentralized LoRA Fine-Tuning

Receipt and verification

First computed	2026-07-05T11:35:56.399846Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9acb396455234cfa79be631b23160dc609bb15dc95d04f2370343ff84153b571

Aliases

arxiv: 2505.23555 · arxiv_version: 2505.23555v3 · doi: 10.48550/arxiv.2505.23555 · pith_short_12: TLFTSZCVENGP · pith_short_16: TLFTSZCVENGPU6N6 · pith_short_8: TLFTSZCV

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/TLFTSZCVENGPU6N6MMNSGFQNYY \
  | 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: 9acb396455234cfa79be631b23160dc609bb15dc95d04f2370343ff84153b571

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "289a247ed603c9d4ce97627bac206d6284500036a8891567a278eda797df51f1",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-29T15:31:37Z",
    "title_canon_sha256": "bcef7ddb17e9feea14c7a1b53c53dc1d6aeb012cc1c8b774d5fdd4732831d7bf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.23555",
    "kind": "arxiv",
    "version": 3
  }
}