Pith Number

pith:YLZUOJCD

pith:2024:YLZUOJCD4GNT64NRJWMK2WUK4L

not attested not anchored not stored refs pending

Harmonizing Generalization and Personalization in Federated Prompt Learning

Hongxia Li, Jingya Wang, Tianyu Cui, Ye Shi

arxiv:2405.09771 v2 · 2024-05-16 · 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{YLZUOJCD4GNT64NRJWMK2WUK4L}

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

FedMPT: Federated Multi-label Prompt Tuning of Vision-Language Models

Receipt and verification

First computed	2026-07-05T09:01:34.344857Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c2f3472443e19b3f71b14d98ad5a8ae2f08d8357f0374b69ff031e68a81eb0f4

Aliases

arxiv: 2405.09771 · arxiv_version: 2405.09771v2 · doi: 10.48550/arxiv.2405.09771 · pith_short_12: YLZUOJCD4GNT · pith_short_16: YLZUOJCD4GNT64NR · pith_short_8: YLZUOJCD

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/YLZUOJCD4GNT64NRJWMK2WUK4L \
  | 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: c2f3472443e19b3f71b14d98ad5a8ae2f08d8357f0374b69ff031e68a81eb0f4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "680db13f1c69fa099c08a308580bda1167e238b5296e11bd85958e67689b05b3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-16T02:22:09Z",
    "title_canon_sha256": "ab5851c6e75656092ad35deb298b067b14d2f2a254928c5ed43d92338c2e8ec2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.09771",
    "kind": "arxiv",
    "version": 2
  }
}