Pith Number

pith:HYG3BLIE

pith:2023:HYG3BLIEM27VPLBEIXEIL55UJV

not attested not anchored not stored refs pending

Frequency Enhanced Hybrid Attention Network for Sequential Recommendation

Fuzhen Zhuang, Guanfeng Liu, Huanhuan Yuan, Jianfeng Qu, Pengpeng Zhao, Victor S. Sheng, Xinyu Du

arxiv:2304.09184 v3 · 2023-04-18 · 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{HYG3BLIEM27VPLBEIXEIL55UJV}

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	2026-07-05T06:11:04.355881Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3e0db0ad0466bf57ac2445c885f7b44d6c63c157c22267471afa0386a765083e

Aliases

arxiv: 2304.09184 · arxiv_version: 2304.09184v3 · doi: 10.48550/arxiv.2304.09184 · pith_short_12: HYG3BLIEM27V · pith_short_16: HYG3BLIEM27VPLBE · pith_short_8: HYG3BLIE

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/HYG3BLIEM27VPLBEIXEIL55UJV \
  | 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: 3e0db0ad0466bf57ac2445c885f7b44d6c63c157c22267471afa0386a765083e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "20b29c66d9bae0082c24a5f1e1e4182094e1c8b66f6cfea10ea4f58ef57ca325",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-04-18T15:28:53Z",
    "title_canon_sha256": "733ab581f20b81a2dda531634484f655b4e6d6448f0a6251a4a92e73f29ec1ff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.09184",
    "kind": "arxiv",
    "version": 3
  }
}