Pith Number

pith:PMHEM7B2

pith:2024:PMHEM7B2VMFJILZFMXWDPSMP6Y

not attested not anchored not stored refs pending

Behavior-Dependent Linear Recurrent Units for Efficient Sequential Recommendation

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

arxiv:2406.12580 v2 · 2024-06-18 · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PMHEM7B2VMFJILZFMXWDPSMP6Y}

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.

Receipt and verification

First computed	2026-07-05T09:03:54.037794Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7b0e467c3aab0a942f2565ec37c98ff6021132faa2eda9ed03199ccecebf4f2f

Aliases

arxiv: 2406.12580 · arxiv_version: 2406.12580v2 · doi: 10.48550/arxiv.2406.12580 · pith_short_12: PMHEM7B2VMFJ · pith_short_16: PMHEM7B2VMFJILZF · pith_short_8: PMHEM7B2

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/PMHEM7B2VMFJILZFMXWDPSMP6Y \
  | 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: 7b0e467c3aab0a942f2565ec37c98ff6021132faa2eda9ed03199ccecebf4f2f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e9311cfd7ad6712d24119e30cd03d53717adfff9ad72c3dd505c05de01b551b5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-06-18T13:06:58Z",
    "title_canon_sha256": "31e29f46ebc60f3cde68cbfe63377ef679eaf02489aa2497fa7e7f6cc5c07828"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.12580",
    "kind": "arxiv",
    "version": 2
  }
}