Pith Number

pith:XVNY46DL

pith:2023:XVNY46DLSZTMBK7PJNTDTGBFAF

not attested not anchored not stored refs pending

Generative Recommendation: Towards Next-generation Recommender Paradigm

Fuli Feng, Tat-Seng Chua, Wenjie Wang, Xiangnan He, Xinyu Lin

arxiv:2304.03516 v2 · 2023-04-07 · 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{XVNY46DLSZTMBK7PJNTDTGBFAF}

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.

Cited by

12 papers in Pith

Recommendation as Generation: Unifying Personalized Video Generation and Recommendation at Industrial Scale

Beyond Isolated Behaviors: Hierarchical User Modeling for LLM Personalization

LWGR: Lagrangian-Constrained Personalized World Knowledge for Generative Recommendation

Brownian Bridge Diffusion for Sequential Recommendation

Bi-Level Optimization for Generative Recommendation: Bridging Tokenization and Generation

Receipt and verification

First computed	2026-07-05T07:48:45.881296Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bd5b8e786b9666c0abef4b6639982501786441fa93b408963fc09c41586af0bb

Aliases

arxiv: 2304.03516 · arxiv_version: 2304.03516v2 · doi: 10.48550/arxiv.2304.03516 · pith_short_12: XVNY46DLSZTM · pith_short_16: XVNY46DLSZTMBK7P · pith_short_8: XVNY46DL

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/XVNY46DLSZTMBK7PJNTDTGBFAF \
  | 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: bd5b8e786b9666c0abef4b6639982501786441fa93b408963fc09c41586af0bb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2b4e1b34144dff5c16135e8e830c68e2edbb35cec7d74d1f48e27655616b6d05",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-04-07T07:20:16Z",
    "title_canon_sha256": "672dc9dd3855cf82fe4cdc3b7a0db42e8c9383f67ff34c95b74b963475db618a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.03516",
    "kind": "arxiv",
    "version": 2
  }
}