Pith Number

pith:HPVMLQU5

pith:2024:HPVMLQU5DJW4TU5Y2FM36KHUHK

not attested not anchored not stored refs pending

FL-NAS: Towards Fairness of NAS for Resource Constrained Devices via Large Language Models

Ahmed Abbasi, Jinjun Xiong, Ruiyang Qin, Yiyu Shi, Yuting Hu, Zheyu Yan

arxiv:2402.06696 v1 · 2024-02-09 · 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{HPVMLQU5DJW4TU5Y2FM36KHUHK}

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

NVCiM-PT: An NVCiM-assisted Prompt Tuning Framework for Edge LLMs

Receipt and verification

First computed	2026-07-05T07:43:37.135278Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3beac5c29d1a6dc9d3b8d159bf28f43a92edbf18470fe430eeae556233d8ccd8

Aliases

arxiv: 2402.06696 · arxiv_version: 2402.06696v1 · doi: 10.48550/arxiv.2402.06696 · pith_short_12: HPVMLQU5DJW4 · pith_short_16: HPVMLQU5DJW4TU5Y · pith_short_8: HPVMLQU5

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/HPVMLQU5DJW4TU5Y2FM36KHUHK \
  | 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: 3beac5c29d1a6dc9d3b8d159bf28f43a92edbf18470fe430eeae556233d8ccd8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4879da7f90fc259171e5879e260fd016d9c21515815ce6ba1307dfa93de4e42a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-09T00:49:03Z",
    "title_canon_sha256": "1cbfd5b7ddf739aea3b2cf923972f12d5f6451391b0f1a53fc48944b2f74b0bf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.06696",
    "kind": "arxiv",
    "version": 1
  }
}