Pith Number

pith:KFLMXT3K

pith:2024:KFLMXT3KPWLCARXOJ7XZ4LBQHA

not attested not anchored not stored refs pending

Skill-Adpative Imitation Learning for UI Test Reuse

Alex Jiang, Dezhi Ran, Hao Wang, Jun Ren, Mengzhou Wu, Tao Xie, Wei Yang, Yitao Hu, Yuan Cao, Yuetong Li

arxiv:2409.13311 v1 · 2024-09-20 · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KFLMXT3KPWLCARXOJ7XZ4LBQHA}

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

1 paper in Pith

UI-Oceanus: Scaling GUI Agents with Synthetic Environmental Dynamics

Receipt and verification

First computed	2026-07-05T09:09:32.923643Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5156cbcf6a7d962046ee4fef9e2c303807d53539bafa5eefd1c609d49104a4cf

Aliases

arxiv: 2409.13311 · arxiv_version: 2409.13311v1 · doi: 10.48550/arxiv.2409.13311 · pith_short_12: KFLMXT3KPWLC · pith_short_16: KFLMXT3KPWLCARXO · pith_short_8: KFLMXT3K

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/KFLMXT3KPWLCARXOJ7XZ4LBQHA \
  | 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: 5156cbcf6a7d962046ee4fef9e2c303807d53539bafa5eefd1c609d49104a4cf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c3ea7377e1934522a57f1cc7aced2aef58f03e053b11574cb9d89d8909ab1aef",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-09-20T08:13:04Z",
    "title_canon_sha256": "f7ff70127950e8f665b79215ae4000b3a8f6f7789fb0b7c8b4b50518bd6a0c7e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.13311",
    "kind": "arxiv",
    "version": 1
  }
}