Pith. sign in

Paper Citation Record · LEDGER

AutoPBO: LLM-powered Optimization for Local Search PBO Solvers

As of 13 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 3 inbound Pith citation observations for arXiv:2509.04007.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2509.04007 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T10:33:02.889127Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T19:18:47.014206Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-04T20:20:07.349276Z

Reference resolution

15 of 15 outbound references displayed

  • verified exact0
  • verified fuzzy10
  • unresolved3
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2f417f3c-6c44-4942-bd18-96921ab62929 · outbound

This paper cites In 29th International Conference on Principles and Practice of Constraint Programming (CP 2023), 12–1.

AutoPBO: LLM-powered Optimization for Local Search PBO Solvers In 29th International Conference on Principles and Practice of Constraint Programming (CP 2023), 12–1

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:33:03.075211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T10:33:02.848960Z digest=sha256:cada3ac5bd1884c1236e4f11765bb240876e8f1788105c7bd04950ad204b2f08

Observation 167bcb39-5357-4145-8192-c30aa899f303 · outbound

This paper cites In In Proceedings of SAT 2024, volume 305, 8:1–8:18.

AutoPBO: LLM-powered Optimization for Local Search PBO Solvers In In Proceedings of SAT 2024, volume 305, 8:1–8:18

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:33:03.063655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T10:33:02.852789Z digest=sha256:d5ba8ffa497d43bf3dccc16b7e26976d78190b1ecd524fcd76c36226cd633396

Observation 954b00cb-a528-47a5-a082-2be2658123dc · outbound

This paper cites In Proceedings of AAAI 2021 , 3750–.

AutoPBO: LLM-powered Optimization for Local Search PBO Solvers In Proceedings of AAAI 2021 , 3750–

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:33:03.052351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T10:33:02.856517Z digest=sha256:315c54465925339d99a953d1d8507a7eb005ea08d42fb96f8219e64ac4cf6224

Observation 20c63157-c065-4fe0-b1bd-45ad07374968 · outbound

This paper cites In ECAI 2023, 1124–1131.

AutoPBO: LLM-powered Optimization for Local Search PBO Solvers In ECAI 2023, 1124–1131

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:33:03.017074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T10:33:02.867308Z digest=sha256:f22793cb65487d39637bc339d84931434d415f59c33fe3282f315a458a8f7707

Observation c03a45c3-86f2-4757-b388-a8c07dbf6010 · outbound

This paper cites DeciLS-PBO: an Effective Local Search Method for Pseudo-Boolean Optimization.

AutoPBO: LLM-powered Optimization for Local Search PBO Solvers DeciLS-PBO: an Effective Local Search Method for Pseudo-Boolean Optimization

Reference 10

Resolution
metadata mismatch
local_arxiv, observed 2026-08-05T10:33:02.942367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T10:33:02.870482Z digest=sha256:fced9ebd989ad6225ba7e140ab3ce99be34397c1e237443b2d014d3d1b4da5df

Observation 730a3e22-88e3-44fe-a295-a8b2900469aa · outbound

This paper cites In Theory and Applications of Satisfiability Testing–SAT 2021: 24th Inter- national Conference, Barcelona, Spain, July 5-9, 2021, Pro- ceedings 24, 332–348.

AutoPBO: LLM-powered Optimization for Local Search PBO Solvers In Theory and Applications of Satisfiability Testing–SAT 2021: 24th Inter- national Conference, Barcelona, Spain, July 5-9, 2021, Pro- ceedings 24, 332–348

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:33:03.005438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T10:33:02.874245Z digest=sha256:7e01c5f44639eab900bd213cd5b57d1debb184ac6db3f794273077d503e25271

Observation 6bda0d4a-f7fe-41ae-9d04-483dad803ad7 · outbound

This paper cites Discovering heuristics in a complex SAT solver with large language models.

AutoPBO: LLM-powered Optimization for Local Search PBO Solvers Discovering heuristics in a complex SAT solver with large language models

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-05T10:33:02.885010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:33:02.885010Z digest=sha256:6a0a4b924bda9f2a44f343178a713861c60d5266d8f6e8ca8c4625b0ff7bf3d3

Observation c8e66e14-8f4a-4f3d-b31b-732d7097133c · outbound

This paper cites In 2011 IEEE Com- puter Society Annual Symposium on VLSI, 120–125.

AutoPBO: LLM-powered Optimization for Local Search PBO Solvers In 2011 IEEE Com- puter Society Annual Symposium on VLSI, 120–125

Reference 2011

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:33:02.981063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T10:33:02.889127Z digest=sha256:53a518beab1f8f270b8e61ce5dbd88311c510d422a58badafae56fec8f38a1d7

Observation abea0ef5-b5dd-4911-87ba-927b4d9e7621 · outbound

This paper cites In Lang, J., ed., Proceedings of IJCAI 2018, 1291–1299.

AutoPBO: LLM-powered Optimization for Local Search PBO Solvers In Lang, J., ed., Proceedings of IJCAI 2018, 1291–1299

Reference 2018

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:33:03.040749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T10:33:02.860006Z digest=sha256:1ad71d9b49add450d3b1f74c8c77fa7876e17834f8c3c4d7cf544cbbe26d7aab

Observation 50ea755a-9467-47d6-9f9d-59b2d733ac93 · outbound

This paper cites In Proceedings of AAAI 2020, 1495–1503.

AutoPBO: LLM-powered Optimization for Local Search PBO Solvers In Proceedings of AAAI 2020, 1495–1503

Reference 2020

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:33:03.028530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T10:33:02.863336Z digest=sha256:8ee0a14c73c133456ffb34f543ce21cc263d69e7914927227130e0c3a0cb0dd5

Observation 56310703-3c03-41fd-a70d-2d37cb3762e3 · outbound

This paper cites The SCIP Optimization Suite 8.0.

AutoPBO: LLM-powered Optimization for Local Search PBO Solvers The SCIP Optimization Suite 8.0

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-05T10:33:02.837555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:33:02.837555Z digest=sha256:2d22211a29648285493d67fb7e8ec8a10a17c42698dbb1de562ee96f37615a38

Observation 1c0ec9a0-02e1-42c7-b3bf-6994d36970a4 · outbound

This paper cites In Proceedings of SAT 2022, 13:1–13:18.

AutoPBO: LLM-powered Optimization for Local Search PBO Solvers In Proceedings of SAT 2022, 13:1–13:18

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:33:02.992794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T10:33:02.881552Z digest=sha256:7a894c78b4bdd6eb299b278836d401e7c6679e5159cd849e47ec7129ccdfa5b4

Observation 30a0a1cb-a1d1-4c18-9e1d-f5200f12c795 · outbound

This paper cites In Proceedings of AAAI 2023 , volume 37, 3915–3923.

AutoPBO: LLM-powered Optimization for Local Search PBO Solvers In Proceedings of AAAI 2023 , volume 37, 3915–3923

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T10:33:03.086691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T10:33:02.845385Z digest=sha256:a9270ef8bb51f6119f11a9aec8bc4e1dba8e4489eee01a0f3db7f519a24e0998

Observation e5fb07a0-7e7e-4033-b622-1aa5ce7ed26c · outbound

This paper cites ParLS-PBO: A Parallel Local Search Solver for Pseudo Boolean Optimization.

AutoPBO: LLM-powered Optimization for Local Search PBO Solvers ParLS-PBO: A Parallel Local Search Solver for Pseudo Boolean Optimization

Reference 2024

Resolution
metadata mismatch
local_arxiv, observed 2026-08-05T10:33:02.957738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-05T10:33:02.841553Z digest=sha256:ef7b4d455c5b6ef64a21acb47b73cbf5a1c4f31c6817dfcad0367eb9be60fc00

Observation 13109639-e87b-4b07-b260-d74f8664246a · outbound

This paper cites AlphaEvolve: A coding agent for scientific and algorithmic discovery.

AutoPBO: LLM-powered Optimization for Local Search PBO Solvers AlphaEvolve: A coding agent for scientific and algorithmic discovery

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-05T10:33:02.877616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:33:02.877616Z digest=sha256:f5f2c3081682f2019d61fa54ffa22377e043b38f18c4493a512ca930b33849c6

Pith citing papers

Observation 77878530-7a94-4efc-ac97-549fe4213a47 · inbound

From Heuristic Selection to Automated Algorithm Design: LLMs Benefit from Strong Priors cites this paper.

From Heuristic Selection to Automated Algorithm Design: LLMs Benefit from Strong Priors AutoPBO: LLM-powered Optimization for Local Search PBO Solvers

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-02T19:18:47.014206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T19:18:47.014206Z digest=sha256:0ac7bb415be42b337827571937a107362ca9847332c2c72409bc178055b02094

Observation 746f22ff-1d0c-47a1-a3af-32b1bb925aed · inbound

MiniOpt: Reasoning to Model and Solve General Optimization Problems with Limited Resources cites this paper.

MiniOpt: Reasoning to Model and Solve General Optimization Problems with Limited Resources AutoPBO: LLM-powered Optimization for Local Search PBO Solvers

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-07-04T20:20:07.350986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-25T20:19:30.720291Z digest=sha256:837c1e1b35f8a852c42b403024df0d8e44e0bea80b2ec3d245daf6e9f047f6a2

Observation c9afde87-74f1-4c5b-9951-48d821306cc9 · inbound

MiniOpt: Reasoning to Model and Solve General Optimization Problems with Limited Resources cites this paper.

MiniOpt: Reasoning to Model and Solve General Optimization Problems with Limited Resources AutoPBO: LLM-powered Optimization for Local Search PBO Solvers

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-07-04T13:19:50.778563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-26T05:18:55.074710Z digest=sha256:2e5c867f69bd3ecdedae42b33c1b25675e040a54d51be110e779ef812c2ae370