Pith Number

pith:LHWCONZ2

pith:2024:LHWCONZ27XNAONTVSMJMTQGYTM

not attested not anchored not stored refs pending

GUI Agents with Foundation Models: A Comprehensive Survey

Bin Wang, Chuhan Wu, Jianye Hao, Jingxuan Chen, Kun Shao, Ruiming Tang, Shuai Wang, Shuai Yu, Weinan Gan, Weiwen Liu, Xingshan Zeng, Xinlong Hao, Yasheng Wang, Yuhan Che, Yuqi Zhou

arxiv:2411.04890 v2 · 2024-11-07 · cs.AI · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LHWCONZ27XNAONTVSMJMTQGYTM}

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

21 papers in Pith

Empowering GUI Agents via Autonomous Experience Exploration and Hindsight Experience Utilization for Task Planning

Where Do CoT Training Gains Land in LLM based Agents?

Diagnosing Task Insensitivity in Language Agents

GUI-AC: Enhancing Continual Learning in GUI Agents

StainFlow: Entity-Stain Tracking and Evidence Linking for Process Rewards in GUI Agents

Receipt and verification

First computed	2026-07-05T10:13:44.657974Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

59ec27373afdda0736759312c9c0d89b32c4945a5436b1fd086da5b7fd1a2ee2

Aliases

arxiv: 2411.04890 · arxiv_version: 2411.04890v2 · doi: 10.48550/arxiv.2411.04890 · pith_short_12: LHWCONZ27XNA · pith_short_16: LHWCONZ27XNAONTV · pith_short_8: LHWCONZ2

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/LHWCONZ27XNAONTVSMJMTQGYTM \
  | 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: 59ec27373afdda0736759312c9c0d89b32c4945a5436b1fd086da5b7fd1a2ee2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "48182740c277666eff7905e06eaa76061e5418bee2499cc4ab134224af001ab1",
    "cross_cats_sorted": [
      "cs.HC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-11-07T17:28:10Z",
    "title_canon_sha256": "9a1da207e32ec36925572e1c2db971345e0195236d7ec5713b619250e193d0ce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.04890",
    "kind": "arxiv",
    "version": 2
  }
}