Pith Number

pith:HYHMAPFK

pith:2025:HYHMAPFKKWUSF4CGEXJXBX274V

not attested not anchored not stored refs pending

LoCA: Location-Aware Cosine Adaptation for Parameter-Efficient Fine-Tuning

Changliang Zou, Jingjing Li, Ke Lu, Liuhua Peng, Mingming Gong, Tingjin Chu, Yinjie Min, Zhekai Du

arxiv:2502.06820 v2 · 2025-02-05 · 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{HYHMAPFKKWUSF4CGEXJXBX274V}

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

Spectral-Progressive Thought Flow for Lightweight Multimodal Reasoning

Receipt and verification

First computed	2026-07-05T10:55:30.312106Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3e0ec03caa55a922f04625d370df5fe547306b7afc48ee4d1582fd4d505c7f20

Aliases

arxiv: 2502.06820 · arxiv_version: 2502.06820v2 · doi: 10.48550/arxiv.2502.06820 · pith_short_12: HYHMAPFKKWUS · pith_short_16: HYHMAPFKKWUSF4CG · pith_short_8: HYHMAPFK

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/HYHMAPFKKWUSF4CGEXJXBX274V \
  | 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: 3e0ec03caa55a922f04625d370df5fe547306b7afc48ee4d1582fd4d505c7f20

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9519833c4a8546da646dee6c8ba6c8205b29f481bb4076bd12ba327869dff5b1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-05T04:14:34Z",
    "title_canon_sha256": "534ce725af3608a261708d0f313933e7d3b9a9ed289d2853fbc3c2b9e829a7ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.06820",
    "kind": "arxiv",
    "version": 2
  }
}