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Pith Number

pith:XOHXV65F

pith:2025:XOHXV65FPASSOVJJYW6WG6STZJ
not attested not anchored not stored refs pending

Dynamic Parallel Tree Search for Efficient LLM Reasoning

Bo Du, Dacheng Tao, Jing Zhang, Jinyang Guo, Shunyu Liu, Wentao Jiang, Xianglong Liu, Yifu Ding, Yingjie Wang, Yongcheng Jing, Zengmao Wang, Ziwei Liu

arxiv:2502.16235 v2 · 2025-02-22 · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?
Add to your LaTeX paper 
\usepackage{pith}
\pithnumber{XOHXV65FPASSOVJJYW6WG6STZJ}

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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

4 papers in Pith

ArborKV: Structure-Aware KV Cache Management for Scaling Tree-based LLM Reasoning
Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models
Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models
Post Reasoning: Improving the Performance of Non-Thinking Models at No Cost
Receipt and verification
First computed 2026-07-05T10:20:45.224913Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

bb8f7afba57825275529c5bd637a53ca45f9f7ad22d7f5a533cb6c144b238ca6

Aliases

arxiv: 2502.16235 · arxiv_version: 2502.16235v2 · doi: 10.48550/arxiv.2502.16235 · pith_short_12: XOHXV65FPASS · pith_short_16: XOHXV65FPASSOVJJ · pith_short_8: XOHXV65F
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/XOHXV65FPASSOVJJYW6WG6STZJ \
  | 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: bb8f7afba57825275529c5bd637a53ca45f9f7ad22d7f5a533cb6c144b238ca6
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "e3babe3425fb45a055e4bc07f0a766b80c73f70379f65a04d4edc5dc71424b00",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-02-22T14:13:37Z",
    "title_canon_sha256": "684e032f0cfd68dd5e3321aa7d5fb88ff5bdcf5683b0f348517020c3b1982dc6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.16235",
    "kind": "arxiv",
    "version": 2
  }
}