Pith Number

pith:OIWPZEJE

pith:2025:OIWPZEJENDCTQ77VFMLTOXUJ6B

not attested not anchored not stored refs pending

Improving Routing in Sparse Mixture of Experts with Graph of Tokens

Khai Nguyen, Ngoc N. Tran, Richard G. Baraniuk, Tam Nguyen

arxiv:2505.00792 v1 · 2025-05-01 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OIWPZEJENDCTQ77VFMLTOXUJ6B}

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

Learning Multi-Modal Trajectory Policies for Data-Efficient Robotic Manipulation

Region-Graph Optimal Transport Routing for Mixture-of-Experts Whole-Slide Image Classification

Receipt and verification

First computed	2026-07-05T10:57:39.122057Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

722cfc912468c5387ff52b17375e89f0497882eb8719ca404ba39745cb4bcdc5

Aliases

arxiv: 2505.00792 · arxiv_version: 2505.00792v1 · doi: 10.48550/arxiv.2505.00792 · pith_short_12: OIWPZEJENDCT · pith_short_16: OIWPZEJENDCTQ77V · pith_short_8: OIWPZEJE

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/OIWPZEJENDCTQ77VFMLTOXUJ6B \
  | 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: 722cfc912468c5387ff52b17375e89f0497882eb8719ca404ba39745cb4bcdc5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f7cf5b046309bf63e6056a7d8bc4d4d59fff7d0f8b08bf62322ffed98ca7b23a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-01T18:44:20Z",
    "title_canon_sha256": "dcd956114378c8d5130f8918841d990c78c8a2c1d6ac61e62ff9df173d26c715"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.00792",
    "kind": "arxiv",
    "version": 1
  }
}