Pith Number

pith:AAM4JB7A

pith:2024:AAM4JB7AVBBI4DI6WCXNJIULZX

not attested not anchored not stored refs pending

Routing Experts: Learning to Route Dynamic Experts in Multi-modal Large Language Models

Qiong Wu, Rongrong Ji, Xiaoshuai Sun, Yiyi Zhou, Zhaoxi Ke

arxiv:2407.14093 v3 · 2024-07-19 · cs.MM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AAM4JB7AVBBI4DI6WCXNJIULZX}

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

3 papers in Pith

Skip a Layer or Loop It? Learning Program-of-Layers in LLMs

AlignCultura: Towards Culturally Aligned Large Language Models?

CoGR-MoE: Concept-Guided Expert Routing with Consistent Selection and Flexible Reasoning for Visual Question Answering

Receipt and verification

First computed	2026-07-05T10:13:01.970775Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0019c487e0a8428e0d1eb0aed4a28bcde204e9ff407359f4803225780d5485da

Aliases

arxiv: 2407.14093 · arxiv_version: 2407.14093v3 · doi: 10.48550/arxiv.2407.14093 · pith_short_12: AAM4JB7AVBBI · pith_short_16: AAM4JB7AVBBI4DI6 · pith_short_8: AAM4JB7A

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/AAM4JB7AVBBI4DI6WCXNJIULZX \
  | 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: 0019c487e0a8428e0d1eb0aed4a28bcde204e9ff407359f4803225780d5485da

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "787636bfb5228045371f5ca64db022732faa5c8be0350414ecc340fefb9224e3",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MM",
    "submitted_at": "2024-07-19T07:57:48Z",
    "title_canon_sha256": "d0ce5ff47f516dd0b78d226a2f3e06feebb7f0268e3b9421866d2a77c041fbe6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.14093",
    "kind": "arxiv",
    "version": 3
  }
}