Pith Number

pith:YFTOHXM7

pith:2025:YFTOHXM7ANU4LRLHGGRD77IFZE

not attested not anchored not stored refs pending

Mixture of Low Rank Adaptation with Partial Parameter Sharing for Time Series Forecasting

Guangyi Liu, Hao Wang, Haoxuan Li, Licheng Pan, Ying Wei, Zhaoran Liu, Zhichao Chen, Zhijian Xu

arxiv:2505.17872 v2 · 2025-05-23 · 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{YFTOHXM7ANU4LRLHGGRD77IFZE}

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.

Receipt and verification

First computed	2026-07-05T11:10:09.545615Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c166e3dd9f0369c5c56731a23ffd05c90c63dd19339198cfc957192ea112326e

Aliases

arxiv: 2505.17872 · arxiv_version: 2505.17872v2 · doi: 10.48550/arxiv.2505.17872 · pith_short_12: YFTOHXM7ANU4 · pith_short_16: YFTOHXM7ANU4LRLH · pith_short_8: YFTOHXM7

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/YFTOHXM7ANU4LRLHGGRD77IFZE \
  | 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: c166e3dd9f0369c5c56731a23ffd05c90c63dd19339198cfc957192ea112326e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c9373d3432791da03e30cd9f74369c58469e7b8d636e31ca4bf335e3cf013f53",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-23T13:24:39Z",
    "title_canon_sha256": "b35b448ed1dc6a6dd83f556c0dc7e9860f1734b5646bfd91f736f3cbc8ed0fcb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.17872",
    "kind": "arxiv",
    "version": 2
  }
}