Pith Number

pith:6QLVMM2J

pith:2024:6QLVMM2JV2EAUFAPDT2G72TUMW

not attested not anchored not stored refs pending

Federated Model Heterogeneous Matryoshka Representation Learning

Chao Ren, Gang Wang, Han Yu, Liping Yi, Xiaoguang Liu, Xiaoxiao Li

arxiv:2406.00488 v1 · 2024-06-01 · cs.LG · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6QLVMM2JV2EAUFAPDT2G72TUMW}

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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

HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark

Receipt and verification

First computed	2026-07-05T08:26:02.692493Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f417563349ae880a140f1cf46fea7465acecc7d32c75295a8514281d45785a67

Aliases

arxiv: 2406.00488 · arxiv_version: 2406.00488v1 · doi: 10.48550/arxiv.2406.00488 · pith_short_12: 6QLVMM2JV2EA · pith_short_16: 6QLVMM2JV2EAUFAP · pith_short_8: 6QLVMM2J

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/6QLVMM2JV2EAUFAPDT2G72TUMW \
  | 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: f417563349ae880a140f1cf46fea7465acecc7d32c75295a8514281d45785a67

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eff404500485188ca78fa0679ba245ac84c18fca020158ea37151f9cd2827b27",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-01T16:37:08Z",
    "title_canon_sha256": "53bf622fe3dfcc4f3a4a7639ac3cfdc979aef7972365d26b65cffa03f0bb3375"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.00488",
    "kind": "arxiv",
    "version": 1
  }
}