Pith Number

pith:OXCH4EYA

pith:2025:OXCH4EYA25LC7S33JI6FF5FAP3

not attested not anchored not stored refs pending

Diffusion Models for Future Networks and Communications: A Comprehensive Survey

Dong In Kim, Duc Van Le, Dusit Niyato, Huy T. Nguyen, Marco Di Renzo, Nguyen Cong Luong, Nguyen Duc Duy Anh, Nguyen Duc Hai, Quoc-Viet Pham, Ruichen Zhang, Thai-Hoc Vu, Thien Huynh-The

arxiv:2508.01586 v1 · 2025-08-03 · cs.LG · cs.AI · cs.ET · cs.IT · cs.NI · math.IT

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OXCH4EYA25LC7S33JI6FF5FAP3}

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

2 papers in Pith

From Denoising to Decision Making: A Survey on Diffusion Model-Enabled Deep Reinforcement Learning for Wireless Networks

GD4: Graph-based Discrete Denoising Diffusion for MIMO Detection

Receipt and verification

First computed	2026-07-05T11:47:41.756801Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

75c47e1300d7562fcb7b4a3c52f4a07ec83da13a84288a2fc8c4651cb247715f

Aliases

arxiv: 2508.01586 · arxiv_version: 2508.01586v1 · doi: 10.48550/arxiv.2508.01586 · pith_short_12: OXCH4EYA25LC · pith_short_16: OXCH4EYA25LC7S33 · pith_short_8: OXCH4EYA

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/OXCH4EYA25LC7S33JI6FF5FAP3 \
  | 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: 75c47e1300d7562fcb7b4a3c52f4a07ec83da13a84288a2fc8c4651cb247715f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8923bd67f7070adcab265a137f911f6cd03257eaefd544ab952e29aa7231cdea",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.ET",
      "cs.IT",
      "cs.NI",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-03T04:59:58Z",
    "title_canon_sha256": "05e05aefa8c78fa95092ec42ec99cb809ac3cb2106ef00107a7be16480411ce9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.01586",
    "kind": "arxiv",
    "version": 1
  }
}