Pith Number

pith:XAINCPWI

pith:2024:XAINCPWIKUJGGVJ5E3C3SE7WBF

not attested not anchored not stored refs pending

Generative AI for Data Augmentation in Wireless Networks: Analysis, Applications, and Case Study

Biplab Sikdar, Dusit Niyato, Jiacheng Wang, Jiawen Kang, Jinbo Wen, Ping Zhang, Yang Zhang

arxiv:2411.08341 v2 · 2024-11-13 · cs.NI · 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{XAINCPWIKUJGGVJ5E3C3SE7WBF}

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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

Censored Sampling for Topology Design: Guiding Diffusion with Human Preferences

Receipt and verification

First computed	2026-07-05T12:07:56.273250Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b810d13ec8551263553d26c5b913f609644877b5ed66c6afe22cc33b939c70dd

Aliases

arxiv: 2411.08341 · arxiv_version: 2411.08341v2 · doi: 10.48550/arxiv.2411.08341 · pith_short_12: XAINCPWIKUJG · pith_short_16: XAINCPWIKUJGGVJ5 · pith_short_8: XAINCPWI

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/XAINCPWIKUJGGVJ5E3C3SE7WBF \
  | 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: b810d13ec8551263553d26c5b913f609644877b5ed66c6afe22cc33b939c70dd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fe8aeb254294909e0a7aa4a73de72c5b26315c35bcef0193efc01ec7dfa74da4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2024-11-13T05:15:25Z",
    "title_canon_sha256": "602acbd774bc9ed6a9c38f50b219e4db039dfe26e8d4144c8e246005c0ee0613"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.08341",
    "kind": "arxiv",
    "version": 2
  }
}