The reviewed record of science sign in
Pith
Pith Number

pith:AOSUPF3K

pith:2025:AOSUPF3KMOZWDVMRO5N6FSNES3
not attested not anchored not stored refs pending

RAGAR: Retrieval Augmented Personalized Image Generation Guided by Recommendation

Ao Ma, Guibing Guo, Haowei Liu, Jian Lu, Linying Jiang, Quanwei Zhang, Run Ling, Shuo Lu, Wenji Wang, Xingwei Wang, Yexing Xu, Yihua Shao, Yun Wang, Yuting Liu, Zhanjie Zhang

arxiv:2505.01657 v2 · 2025-05-03 · cs.IR · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?
Add to your LaTeX paper 
\usepackage{pith}
\pithnumber{AOSUPF3KMOZWDVMRO5N6FSNES3}

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

2 papers in Pith

Premier: Personalized Preference Modulation with Learnable User Embedding in Text-to-Image Generation
Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models
Receipt and verification
First computed 2026-07-05T11:53:02.569969Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

03a547976a63b361d591775be2c9a496da5c0aad343247dc9351040558eb61e7

Aliases

arxiv: 2505.01657 · arxiv_version: 2505.01657v2 · doi: 10.48550/arxiv.2505.01657 · pith_short_12: AOSUPF3KMOZW · pith_short_16: AOSUPF3KMOZWDVMR · pith_short_8: AOSUPF3K
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/AOSUPF3KMOZWDVMRO5N6FSNES3 \
  | 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: 03a547976a63b361d591775be2c9a496da5c0aad343247dc9351040558eb61e7
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "0a4fd2e103c97238e39bad19b330c0b48df05cc496fba0252193149ad0ae0db0",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-05-03T02:20:30Z",
    "title_canon_sha256": "2d2aa52b01a3fcc01a4bc13821587a2758e7442c95060920b0c121041e2babb8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.01657",
    "kind": "arxiv",
    "version": 2
  }
}