Pith Number

pith:4NHWZ25E

pith:2025:4NHWZ25ESRGB4INYQRJ7C5JQ67

not attested not anchored not stored refs pending

FARM: Frequency-Aware Model for Cross-Domain Live-Streaming Recommendation

Guoquan Wang, Jiangxia Cao, Jiawei Sheng, Qiang Luo, Ruochen Yang, Shen Wang, Shuang Wen, Shuang Yang, Tingwen Liu, Weisong Hu, Xiaodong Li, Yueyang Liu, Zhaojie Liu

arxiv:2502.09375 v1 · 2025-02-13 · 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{4NHWZ25ESRGB4INYQRJ7C5JQ67}

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

3 papers in Pith

SSRLive: Live Streaming Recommendation with Dynamic Semantic ID

Bridging Short Videos and Live Streams: Reasoning-Guided Multimodal LLMs for Cross-Domain Representation Learning

KuaiLive: A Real-time Interactive Dataset for Live Streaming Recommendation

Receipt and verification

First computed	2026-07-05T10:13:56.727980Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e34f6ceba4944c1e21b88453f17530f7c25325eb71948b034f110342f2263db7

Aliases

arxiv: 2502.09375 · arxiv_version: 2502.09375v1 · doi: 10.48550/arxiv.2502.09375 · pith_short_12: 4NHWZ25ESRGB · pith_short_16: 4NHWZ25ESRGB4INY · pith_short_8: 4NHWZ25E

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/4NHWZ25ESRGB4INYQRJ7C5JQ67 \
  | 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: e34f6ceba4944c1e21b88453f17530f7c25325eb71948b034f110342f2263db7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4c933601a91bd685fe93584a6c10436fe5f0ef6278e21f1069d36ff26eada6e3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-02-13T14:44:15Z",
    "title_canon_sha256": "24b3d6a2b6febc4fb2788ed33db17fba1ef4baf89eeff8c1ab3547b13e7c337d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.09375",
    "kind": "arxiv",
    "version": 1
  }
}