Pith Number

pith:KDDH4P5R

pith:2024:KDDH4P5RKNQWW73PEIQLHP54KT

not attested not anchored not stored refs pending

FL-TAC: Enhanced Fine-Tuning in Federated Learning via Low-Rank, Task-Specific Adapter Clustering

Siqi Ping, Wenbo Ding, Xiao-Ping Zhang, Yang Liu, Yuzhu Mao

arxiv:2404.15384 v1 · 2024-04-23 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KDDH4P5RKNQWW73PEIQLHP54KT}

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

Foundational Models and Federated Learning: Survey, Taxonomy, Challenges and Practical Insights

Receipt and verification

First computed	2026-07-05T08:11:27.039242Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

50c67e3fb153616b7f6f2220b3bfbc54c852d191aef94cb523e82620b31675e3

Aliases

arxiv: 2404.15384 · arxiv_version: 2404.15384v1 · doi: 10.48550/arxiv.2404.15384 · pith_short_12: KDDH4P5RKNQW · pith_short_16: KDDH4P5RKNQWW73P · pith_short_8: KDDH4P5R

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/KDDH4P5RKNQWW73PEIQLHP54KT \
  | 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: 50c67e3fb153616b7f6f2220b3bfbc54c852d191aef94cb523e82620b31675e3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3b0d330dce80083c48c3d3b52d62c7eda4db9d7498ad0996b00a3c239437583a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-23T10:50:38Z",
    "title_canon_sha256": "26fd44aaac7c58b2551d5282fd3727fd6424b59e22d094356c2c3abb32228bf0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.15384",
    "kind": "arxiv",
    "version": 1
  }
}