Paper Citation Record · LEDGER

Large Language Model Agent for Hyper-Parameter Optimization

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 21 inbound Pith citation observations for arXiv:2402.01881.

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

pith.paper-citation-record.v1
2402.01881 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 21 of 21 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:22:04.543607Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T17:40:00.785097Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 9b9d0956-025f-4e3b-b7be-4396cb1e8f1e · inbound

OptiMindTune: A Multi-Agent Framework for Intelligent Hyperparameter Optimization cites this paper.

OptiMindTune: A Multi-Agent Framework for Intelligent Hyperparameter Optimization Large Language Model Agent for Hyper-Parameter Optimization

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T14:22:04.543607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14825a8e-91f7-4913-91a2-f943fc461368 · inbound

REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models cites this paper.

REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Large Language Model Agent for Hyper-Parameter Optimization

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T05:32:22.119463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f96133c-e389-4e20-b792-d6eb2c62d651 · inbound

ORFS-agent: Tool-Using Agents for Chip Design Optimization cites this paper.

ORFS-agent: Tool-Using Agents for Chip Design Optimization Large Language Model Agent for Hyper-Parameter Optimization

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-19T11:27:16.133628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8c8b45cd-c843-4394-b986-9c4ade0f5882 · inbound

DaMoC: Efficiently Selecting the Optimal Large Language Model for Fine-tuning Domain Tasks Based on Data and Model Compression cites this paper.

DaMoC: Efficiently Selecting the Optimal Large Language Model for Fine-tuning Domain Tasks Based on Data and Model Compression Large Language Model Agent for Hyper-Parameter Optimization

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T12:52:01.666699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f59c9e87-c56e-446c-ab10-a4a91451733a · inbound

Reinforcement Learning for Machine Learning Engineering Agents cites this paper.

Reinforcement Learning for Machine Learning Engineering Agents Large Language Model Agent for Hyper-Parameter Optimization

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T12:24:02.297408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 657682a9-2678-4812-9b3b-c97d4261db91 · inbound

Systematic Optimization of Open Source Large Language Models for Mathematical Reasoning cites this paper.

Systematic Optimization of Open Source Large Language Models for Mathematical Reasoning Large Language Model Agent for Hyper-Parameter Optimization

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T22:38:09.690190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ea99fdf-d75a-4269-95dd-27362cf263aa · inbound

A Language-Guided Bayesian Optimization for Efficient LoRA Hyperparameter Search cites this paper.

A Language-Guided Bayesian Optimization for Efficient LoRA Hyperparameter Search Large Language Model Agent for Hyper-Parameter Optimization

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T09:45:43.188356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72e2e85d-67f4-403e-bf6d-366bd9a7586b · inbound

AgenticRecTune: Multi-Agent with Self-Evolving Skillhub for Recommendation System Optimization cites this paper.

AgenticRecTune: Multi-Agent with Self-Evolving Skillhub for Recommendation System Optimization Large Language Model Agent for Hyper-Parameter Optimization

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-11T13:41:10.273242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 61a30c29-8fd6-4d06-bcc8-b728482588f4 · inbound

AgenticRecTune: Multi-Agent with Self-Evolving Skillhub for Recommendation System Optimization cites this paper.

AgenticRecTune: Multi-Agent with Self-Evolving Skillhub for Recommendation System Optimization Large Language Model Agent for Hyper-Parameter Optimization

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:27:59.699194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9d17f819-563e-499b-a813-8bd7e3a38526 · inbound

From Code to Prediction: Fine-Tuning LLMs for Neural Network Performance Classification in NNGPT cites this paper.

From Code to Prediction: Fine-Tuning LLMs for Neural Network Performance Classification in NNGPT Large Language Model Agent for Hyper-Parameter Optimization

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-12T11:01:30.896935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d0a926a9-d0d9-47d6-a981-657d8e8a50c0 · inbound

From Code to Prediction: Fine-Tuning LLMs for Neural Network Performance Classification in NNGPT cites this paper.

From Code to Prediction: Fine-Tuning LLMs for Neural Network Performance Classification in NNGPT Large Language Model Agent for Hyper-Parameter Optimization

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-09T06:25:47.485144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 407a8d97-23a9-4bc1-922a-89b4287d8436 · inbound

A novel YOLO26-MoE optimized by an LLM agent for insulator fault detection considering UAV images cites this paper.

A novel YOLO26-MoE optimized by an LLM agent for insulator fault detection considering UAV images Large Language Model Agent for Hyper-Parameter Optimization

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:43:05.411140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a0d19172-e5f0-4501-b836-82afe70956f3 · inbound

Battery-Sim-Agent: Leveraging LLM-Agent for Inverse Battery Parameter Estimation cites this paper.

Battery-Sim-Agent: Leveraging LLM-Agent for Inverse Battery Parameter Estimation Large Language Model Agent for Hyper-Parameter Optimization

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:03:14.058906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d980ef2f-b61a-4bcf-af0c-47d71da34757 · inbound

LLM-Guided ANN Index Optimization for Human-Object Interaction Retrieval cites this paper.

LLM-Guided ANN Index Optimization for Human-Object Interaction Retrieval Large Language Model Agent for Hyper-Parameter Optimization

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-07-02T08:16:48.197736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 05da3749-66da-4522-bfd7-f7a83d7274d9 · inbound

Agentic AutoResearch forSpace Autonomy: An Auditable, LLM-Driven Research Agent for Aerospace Control Problems cites this paper.

Agentic AutoResearch forSpace Autonomy: An Auditable, LLM-Driven Research Agent for Aerospace Control Problems Large Language Model Agent for Hyper-Parameter Optimization

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-07-04T03:59:32.683872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 43db3b64-97da-42f1-b46b-c0671524f084 · inbound

When Is an LLM Worth It for Hyperparameter Optimization? A Budget-Matched Study on Tabular Data Finds the Warm-Start Is a Default Configuration, Not the Model cites this paper.

When Is an LLM Worth It for Hyperparameter Optimization? A Budget-Matched Study on Tabular Data Finds the Warm-Start Is a Default Configuration, Not the Model Large Language Model Agent for Hyper-Parameter Optimization

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-07-04T06:19:37.915097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 12991a50-d0e5-483e-b1da-7211bdf57394 · inbound

When Is an LLM Worth It for Hyperparameter Optimization? A Budget-Matched Study on Tabular Data Finds the Warm-Start Is a Default Configuration, Not the Model cites this paper.

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-06-29T19:53:56.134590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 469ae86a-f3b8-4c4b-accf-d4d5b5d0aeca · inbound

ASAP: Agent-System Co-Design for Wall-Clock-Centered Auto HPO Research for ML Experiments cites this paper.

ASAP: Agent-System Co-Design for Wall-Clock-Centered Auto HPO Research for ML Experiments Large Language Model Agent for Hyper-Parameter Optimization

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-07-04T17:40:00.786724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9be7ca07-71d8-4e6b-977c-3ee85d794323 · inbound

Interactive Training 2: Auditable Control Plane for Live Model Training cites this paper.

Interactive Training 2: Auditable Control Plane for Live Model Training Large Language Model Agent for Hyper-Parameter Optimization

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T21:03:06.241068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e92abd29-e79a-4e75-9b7a-43e31b2aba2a · inbound

Matryoshka Agent: Unfolding Sub-Agents for Long-Horizon Machine Learning Engineering cites this paper.

Matryoshka Agent: Unfolding Sub-Agents for Long-Horizon Machine Learning Engineering Large Language Model Agent for Hyper-Parameter Optimization

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-31T01:39:47.851233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57a32705-3319-47f3-9aaa-5daebb562fac · inbound

Agentic Bayesian Optimization through Surrogate-Augmented Autoresearch cites this paper.

Agentic Bayesian Optimization through Surrogate-Augmented Autoresearch Large Language Model Agent for Hyper-Parameter Optimization

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-04T00:51:33.419058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.