Pith Number

pith:AY6MDVHB

pith:2024:AY6MDVHBHY3Z2OXACAS2V4H4BI

not attested not anchored not stored refs pending

Facet-Aware Multi-Head Mixture-of-Experts Model for Sequential Recommendation

Cheng Long, Mingrui Liu, Sixiao Zhang

arxiv:2411.01457 v2 · 2024-11-03 · cs.IR · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AY6MDVHBHY3Z2OXACAS2V4H4BI}

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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

LARES: Latent Reasoning for Sequential Recommendation

Receipt and verification

First computed	2026-07-05T10:11:28.043590Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

063cc1d4e13e379d3ae01025aaf0fc0a2cf8766b09b8a7270a118212bf981fb2

Aliases

arxiv: 2411.01457 · arxiv_version: 2411.01457v2 · doi: 10.48550/arxiv.2411.01457 · pith_short_12: AY6MDVHBHY3Z · pith_short_16: AY6MDVHBHY3Z2OXA · pith_short_8: AY6MDVHB

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/AY6MDVHBHY3Z2OXACAS2V4H4BI \
  | 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: 063cc1d4e13e379d3ae01025aaf0fc0a2cf8766b09b8a7270a118212bf981fb2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d76f9d61a95e784a5f73991ffef0167b7d731b99631be8f1ab4df3efc60d3cc5",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-11-03T06:47:45Z",
    "title_canon_sha256": "e879f0349bd16e539953483deed75702d00349505840ae305fc93abc7b4fd137"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.01457",
    "kind": "arxiv",
    "version": 2
  }
}