Pith Number

pith:KJGOMVS2

pith:2024:KJGOMVS24QN5IPL6ODL77F6X2P

not attested not anchored not stored refs pending

FedMoE-DA: Federated Mixture of Experts via Domain Aware Fine-grained Aggregation

Chee Wei Tan, Chuan Wu, Deke Guo, Weijie Liu, Wenkuan Zhao, Xiaoxi Zhang, Xu Chen, Yuanqing Li, Ziwei Zhan

arxiv:2411.02115 v2 · 2024-11-04 · 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{KJGOMVS24QN5IPL6ODL77F6X2P}

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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

FLEX-MoE: Federated Mixture-of-Experts with Load-balanced Expert Assignment for Edge Computing

Receipt and verification

First computed	2026-07-05T12:06:02.904705Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

524ce6565ae41bd43d7e70d7ff97d7d3d8c95acc7e41c5693339c55fc5a0b764

Aliases

arxiv: 2411.02115 · arxiv_version: 2411.02115v2 · doi: 10.48550/arxiv.2411.02115 · pith_short_12: KJGOMVS24QN5 · pith_short_16: KJGOMVS24QN5IPL6 · pith_short_8: KJGOMVS2

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/KJGOMVS24QN5IPL6ODL77F6X2P \
  | 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: 524ce6565ae41bd43d7e70d7ff97d7d3d8c95acc7e41c5693339c55fc5a0b764

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1782bbd144fff0cfd04df9b04e993ccd7a2a029195ceee054f7f0fe2253682c9",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-04T14:29:04Z",
    "title_canon_sha256": "a06e8f71ac7d2e3ef7f89d01edbbbe814e696583cf5a0a5a36a311ad2e7c5025"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.02115",
    "kind": "arxiv",
    "version": 2
  }
}