Pith Number

pith:LGN6HRFE

pith:2026:LGN6HRFE63SGGDMJ7PC3YYMUJQ

not attested not anchored not stored refs pending

Bi-NAS: Towards Effective and Personalized Explanation for Recommender Systems via Bi-Level Neural Architecture Search

Bhanu Pratap Singh Rawat, Dawei Zhou, Giovanni Seni, Lecheng Zheng, Longfeng Wu, Tong Zeng, Yao Zhou, Zhimin Peng

arxiv:2607.01387 v1 · 2026-07-01 · cs.IR · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LGN6HRFE63SGGDMJ7PC3YYMUJQ}

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	2026-07-03T00:16:58.929021Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

599be3c4a4f6e4630d89fbc5bc61944c1e8a457e4619039546be72d457e8c557

Aliases

arxiv: 2607.01387 · arxiv_version: 2607.01387v1 · doi: 10.48550/arxiv.2607.01387 · pith_short_12: LGN6HRFE63SG · pith_short_16: LGN6HRFE63SGGDMJ · pith_short_8: LGN6HRFE

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/LGN6HRFE63SGGDMJ7PC3YYMUJQ \
  | 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: 599be3c4a4f6e4630d89fbc5bc61944c1e8a457e4619039546be72d457e8c557

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3cd51f93a36cc7b77e88b7dcd13f879a33e0c91540a302f8bb78b7d8da29e874",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2026-07-01T18:47:42Z",
    "title_canon_sha256": "aa6497f28b07b569a56ffb3de144f5fc9d81ecd57f80bf17799020bbf5d3ff1e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.01387",
    "kind": "arxiv",
    "version": 1
  }
}