Pith Number

pith:KRCSOUDB

pith:2024:KRCSOUDBXQVB35HD2ATD7PSOLZ

not attested not anchored not stored refs pending

Instance-Conditioned Adaptation for Large-scale Generalization of Neural Routing Solver

Changliang Zhou, Mingxuan Yuan, Qingfu Zhang, Xialiang Tong, Xi Lin, Zhenkun Wang

arxiv:2405.01906 v2 · 2024-05-03 · cs.AI · cs.LG · cs.NE

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KRCSOUDBXQVB35HD2ATD7PSOLZ}

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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

Edge-aware Decoding for Neural Asymmetric Routing

Receipt and verification

First computed	2026-05-26T02:04:58.521191Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5445275061bc2a1df4e3d0263fbe4e5e639b9dda7aa7657776e8bcd97eb7a2f5

Aliases

arxiv: 2405.01906 · arxiv_version: 2405.01906v2 · doi: 10.48550/arxiv.2405.01906 · pith_short_12: KRCSOUDBXQVB · pith_short_16: KRCSOUDBXQVB35HD · pith_short_8: KRCSOUDB

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/KRCSOUDBXQVB35HD2ATD7PSOLZ \
  | 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: 5445275061bc2a1df4e3d0263fbe4e5e639b9dda7aa7657776e8bcd97eb7a2f5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "00e85be6df56b929af21388f0b4e050e823b010202a2ed03fe74b6d21f67b970",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-05-03T08:00:19Z",
    "title_canon_sha256": "885a187658b3bf37c7ea7b37bec8fdb8e8a310b922ff6bcf46fc5f14a8e8f17e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.01906",
    "kind": "arxiv",
    "version": 2
  }
}