Pith Number

pith:HLJXRV4G

pith:2024:HLJXRV4GHX3XPAHPQL5QWID7FZ

not attested not anchored not stored refs pending

HyperMoE: Towards Better Mixture of Experts via Transferring Among Experts

Hao Zhao, Huijia Wu, Jie Fu, Zhaofeng He, Zihan Qiu, Zili Wang

arxiv:2402.12656 v4 · 2024-02-20 · cs.LG · 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{HLJXRV4GHX3XPAHPQL5QWID7FZ}

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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

3 papers in Pith

Less is MoE: Trimming Experts in Domain-Specialist Language Models

SDG-MoE: Signed Debate Graph Mixture-of-Experts

Receipt and verification

First computed	2026-07-05T08:48:12.525154Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3ad378d7863df77780ef82fb0b207f2e4e3aecef2cb76ec6cfb697902d4d4f4a

Aliases

arxiv: 2402.12656 · arxiv_version: 2402.12656v4 · doi: 10.48550/arxiv.2402.12656 · pith_short_12: HLJXRV4GHX3X · pith_short_16: HLJXRV4GHX3XPAHP · pith_short_8: HLJXRV4G

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/HLJXRV4GHX3XPAHPQL5QWID7FZ \
  | 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: 3ad378d7863df77780ef82fb0b207f2e4e3aecef2cb76ec6cfb697902d4d4f4a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4b08a3d0eed548adb5618f968f63f83f4cb4373b58affe9da287035550898e76",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-20T02:09:55Z",
    "title_canon_sha256": "cfe18ff8b98bd3c248559044590f4ea1de943aa33cd4a4b64b8a9780ebb36f32"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.12656",
    "kind": "arxiv",
    "version": 4
  }
}