Pith Number

pith:M5WSKBKD

pith:2025:M5WSKBKDFWNPXJ5H6A7HVZ5BOI

not attested not anchored not stored refs pending

Optimal Transceiver Design in Over-the-Air Federated Distillation

(2) The Hong Kong University of Science, (3) The Hong Kong University of Science, Jia Yan (2), Jun Zhang (3), Khaled B. Letaief (3) ((1) The Chinese University of Hong Kong, Technology), Technology (Guangzhou), Ying-Jun Angela Zhang (1), Zihao Hu (1)

arxiv:2507.15256 v1 · 2025-07-21 · eess.SP · 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{M5WSKBKDFWNPXJ5H6A7HVZ5BOI}

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

Communication-Learning Co-Design for Differentially Private Over-the-Air Federated Distillation

Receipt and verification

First computed	2026-07-05T11:40:21.253975Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

676d2505432d9afba7a7f03e7ae7a1721fefdadc01090f37c5b6a53ac7c28b5e

Aliases

arxiv: 2507.15256 · arxiv_version: 2507.15256v1 · doi: 10.48550/arxiv.2507.15256 · pith_short_12: M5WSKBKDFWNP · pith_short_16: M5WSKBKDFWNPXJ5H · pith_short_8: M5WSKBKD

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/M5WSKBKDFWNPXJ5H6A7HVZ5BOI \
  | 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: 676d2505432d9afba7a7f03e7ae7a1721fefdadc01090f37c5b6a53ac7c28b5e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "78320ac1a4ce7d8c6c177ea188939c936f91b2e30a4bbd0ce25a6af24c7b1986",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2025-07-21T05:37:08Z",
    "title_canon_sha256": "4dae693e2c57ad39b9db77c01f46bc5be3e02e88d2d7f1bd7f613d1c2a18b86f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.15256",
    "kind": "arxiv",
    "version": 1
  }
}