Pith Number

pith:NB6DR3VC

pith:2025:NB6DR3VCQBIZMOY3R5INEDVF7Q

not attested not anchored not stored refs pending

ToDMA: Large Model-Driven Token-Domain Multiple Access for Semantic Communications

Deniz G\"und\"uz, Li Qiao, Mahdi Boloursaz Mashhadi, Robert Schober, Zhen Gao

arxiv:2505.10946 v2 · 2025-05-16 · cs.IT · cs.AI · cs.LG · eess.SP · 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{NB6DR3VCQBIZMOY3R5INEDVF7Q}

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

STCC: A Unified Source-Channel Semantic Token Coding Framework for Semantic Communications

Semantics-Aware Hierarchical Token Communication: Clustering, Bit Mapping, and Power Allocation

Receipt and verification

First computed	2026-07-05T12:08:02.875492Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

687c38eea28051963b1b8f50d20ea5fc30426f6d559daa0bcb8596991fb5015b

Aliases

arxiv: 2505.10946 · arxiv_version: 2505.10946v2 · doi: 10.48550/arxiv.2505.10946 · pith_short_12: NB6DR3VCQBIZ · pith_short_16: NB6DR3VCQBIZMOY3 · pith_short_8: NB6DR3VC

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/NB6DR3VCQBIZMOY3R5INEDVF7Q \
  | 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: 687c38eea28051963b1b8f50d20ea5fc30426f6d559daa0bcb8596991fb5015b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "06704993f44d9cbbd77fa948eff3b90230ee67a9fe360cee8cc6c25ed97b2f1c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "eess.SP",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2025-05-16T07:30:42Z",
    "title_canon_sha256": "92c145da106486c219aad72bf801c3d36d15d70826f12272ff9470c24340a0e0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.10946",
    "kind": "arxiv",
    "version": 2
  }
}