Pith Number

pith:SRATHTIS

pith:2026:SRATHTISPWWAENOUFRCGSSDMA2

not attested not anchored not stored refs pending

ROCS: Request-Oriented Compute Sharing for Efficient Large-Scale Recommendation

Ao Cai, Bin Yu, Birmingham Guan, Boda Li, Buyun Zhang, Chunqiang Tang, Ellie Dingqiao Wen, GP Musumeci, Han Liu, Haoyu Wang, Hongtao Yu, Jianbo Sun, Jianbo Xiao, Jian Jiao, Jiawei Li, Jiaxin Lu, Liang Luo, Longhao Jin, Neng Shi, Qianru Li, Ryan Dick, Santanu Kolay, Shuqi Yang, Shuyao Bi, Sihan Zeng, Sijia Chen, Tongyi Tang, Venkatesh Ranganathan, Wei Ling, Wenlin Chen, Wenyi Xie, Xiaohan Wei, Yang Chen, Yantao Yao, Yichen Ruan, Yinbin Ma, Yong Ler Lee, Yuanwei Fang, Yuchen Hao, Yuxin Chen, Zeliang Chen, Zhengkai Zhang, Zhengyu Zhang, Zhuoran Zhao, Zijian Li, Zijian Shen, Zikun Liu

arxiv:2607.27744 v1 · 2026-07-30 · cs.LG · cs.AI · 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{SRATHTISPWWAENOUFRCGSSDMA2}

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	2026-07-31T01:30:24.633984Z
Builder	pith-number-builder-2026-05-17-v1
Signature	unsigned_v0
Schema	pith-number/v1.0

Canonical hash

944133cd127dac0235d42c4469486c069caf302bd9796ea9aaad3ea0cdcbeea6

Aliases

arxiv: 2607.27744 · arxiv_version: 2607.27744v1 · doi: 10.48550/arxiv.2607.27744 · pith_short_12: SRATHTISPWWA · pith_short_16: SRATHTISPWWAENOU · pith_short_8: SRATHTIS

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/SRATHTISPWWAENOUFRCGSSDMA2 \
  | 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: 944133cd127dac0235d42c4469486c069caf302bd9796ea9aaad3ea0cdcbeea6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3c0367f05bcad5207ac910dfe139c3a306550244f16d64ae01261f05012cf369",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-30T06:33:50Z",
    "title_canon_sha256": "15f1cf4a7c17a1b96e986c7d0b046b12037c917f46ac5e2cd10cab4f9f41ef08"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.27744",
    "kind": "arxiv",
    "version": 1
  }
}