Pith Number

pith:JPBFNJUM

pith:2024:JPBFNJUMH4RF25NLPR7CWRA77S

not attested not anchored not stored refs pending

Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models

Chengkai Liu, Hanzhou Liu, James Caverlee, Jianghao Lin, Jianling Wang

arxiv:2403.03900 v2 · 2024-03-06 · cs.IR

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JPBFNJUMH4RF25NLPR7CWRA77S}

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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

11 papers in Pith

State Space Models Meet Remote Sensing: A Survey

Do Generative Recommenders Deepen the Information Cocoon? A Closed-Loop Simulation with LLM-powered User Simulators

SinkRec: Mitigating Semantic State Sink in Long Sequence Recommendation with Memory-Conditioned Gated Delta Networks

Graph Mamba Survival Analysis Based on Topology-Aware ordering

BlossomRec: Block-level Fused Sparse Attention Mechanism for Sequential Recommendations

Receipt and verification

First computed	2026-07-05T08:38:07.005979Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4bc256a68c3f225d75ab7c7e2b441ffc88eb8881086b10520831ba9d7d79b729

Aliases

arxiv: 2403.03900 · arxiv_version: 2403.03900v2 · doi: 10.48550/arxiv.2403.03900 · pith_short_12: JPBFNJUMH4RF · pith_short_16: JPBFNJUMH4RF25NL · pith_short_8: JPBFNJUM

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/JPBFNJUMH4RF25NLPR7CWRA77S \
  | 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: 4bc256a68c3f225d75ab7c7e2b441ffc88eb8881086b10520831ba9d7d79b729

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6c6393f8cd1f481cbea54193f2277276d1d92aad67f3c311ed6e1686d584a5af",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-03-06T18:00:15Z",
    "title_canon_sha256": "578cda418a51f3b52886f656debf90017eb4b9a40baab3641a0b5324668922bd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.03900",
    "kind": "arxiv",
    "version": 2
  }
}