Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 57 inbound Pith citation observations for arXiv:2402.18679.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T23:56:01.969899Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
0 of 0 outbound references displayed
External citation measurements
11
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
No outbound reference observations are available for this paper version.
Observation 3c999524-6cff-4157-bea0-91c09b32f581 · inbound
MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework Data Interpreter: An LLM Agent For Data Science
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 19b60b39-8afc-45bc-9985-51f6d85f7885 · inbound
A Survey on Human-Centric LLMs Data Interpreter: An LLM Agent For Data Science
Reference 93
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 57f1a146-c72e-46e8-a745-8d19eb9d5ccb · inbound
SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions Data Interpreter: An LLM Agent For Data Science
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9caddf86-c97b-47da-adba-9680eae5b110 · inbound
DataLab: A Unified Platform for LLM-Powered Business Intelligence Data Interpreter: An LLM Agent For Data Science
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f1353953-b785-4391-8790-f408b6f98f8f · inbound
Applied Statistics in the Era of Artificial Intelligence: A Review and Vision Data Interpreter: An LLM Agent For Data Science
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f2de4b07-d202-468d-9422-c16c4e373163 · inbound
Tree-of-Code: A Tree-Structured Exploring Framework for End-to-End Code Generation and Execution in Complex Task Handling Data Interpreter: An LLM Agent For Data Science
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1444493e-9a60-492f-accc-81732b89b654 · inbound
Flow: Modularized Agentic Workflow Automation Data Interpreter: An LLM Agent For Data Science
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab4548c0-9e96-4ba4-9075-15249b6c2db6 · inbound
SOP-Agent: Empower General Purpose AI Agent with Domain-Specific SOPs Data Interpreter: An LLM Agent For Data Science
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ea5bb562-4c13-4f38-bcfe-5e5269b833dc · inbound
GPT-HTree: A Decision Tree Framework Integrating Hierarchical Clustering and Large Language Models for Explainable Classification Data Interpreter: An LLM Agent For Data Science
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e76ab0b6-bb3b-42d9-b733-a69bf51c6c49 · inbound
CoddLLM: Empowering Large Language Models for Data Analytics Data Interpreter: An LLM Agent For Data Science
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 523419a9-71b1-49a0-bd12-65b3a6e44f69 · inbound
ScoreFlow: Mastering LLM Agent Workflows via Score-based Preference Optimization Data Interpreter: An LLM Agent For Data Science
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4102a7aa-35ba-4dfa-8a29-3e9d8efcfe92 · inbound
Memory Offloading for Large Language Model Inference with Latency SLO Guarantees Data Interpreter: An LLM Agent For Data Science
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2eb0a4ce-9aed-480e-a961-28e720d5aa66 · inbound
Knowledge-Enhanced Program Repair for Data Science Code Data Interpreter: An LLM Agent For Data Science
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d7069e00-8e0e-4268-a2ac-1d3267fe37f3 · inbound
From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review Data Interpreter: An LLM Agent For Data Science
Reference 175
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 0cf81d04-4c6e-40aa-b41a-3b23e055ef95 · inbound
Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey Data Interpreter: An LLM Agent For Data Science
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c6daf2e-db15-404b-8b1f-97437d2aa9f3 · inbound
Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows Data Interpreter: An LLM Agent For Data Science
Reference 2015
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 967eaae8-747d-467b-bc7f-f35e89b60fb0 · inbound
MLE-Dojo: Interactive Environments for Empowering LLM Agents in Machine Learning Engineering Data Interpreter: An LLM Agent For Data Science
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06305638-1c26-4d0b-9f9d-439bcd62a37f · inbound
Prompt Stability Matters: Evaluating and Optimizing Auto-Generated Prompt in General-Purpose Systems Data Interpreter: An LLM Agent For Data Science
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fad9033e-9602-48ac-9a45-24875043e452 · inbound
Simulation Agent: A Framework for Integrating Simulation and Large Language Models for Enhanced Decision-Making Data Interpreter: An LLM Agent For Data Science
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c6592bae-cdf8-423c-8135-4dab748311f7 · inbound
MLZero: A Multi-Agent System for End-to-end Machine Learning Automation Data Interpreter: An LLM Agent For Data Science
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39258b92-f6b6-4d13-b9bd-e94ead0166cb · inbound
MM-Agent: LLM as Agents for Real-world Mathematical Modeling Problem Data Interpreter: An LLM Agent For Data Science
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8d6a2f59-6a50-4fce-a96c-6e68e7a7bbd9 · inbound
DSMentor: Enhancing Data Science Agents with Curriculum Learning and Online Knowledge Accumulation Data Interpreter: An LLM Agent For Data Science
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d32f368a-84ee-419a-8dc6-b888bcf36654 · inbound
Adaptive Plan-Execute Framework for Smart Contract Security Auditing Data Interpreter: An LLM Agent For Data Science
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88c2492b-4c52-4d1c-816d-2282440a63f2 · inbound
Large Language Models for Predictive Analysis: How Far Are They? Data Interpreter: An LLM Agent For Data Science
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a76da62b-472b-4edb-9b53-78b64225fd7b · inbound
LLM-Agent-Controller: A Universal Multi-Agent Large Language Model System as a Control Engineer Data Interpreter: An LLM Agent For Data Science
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6dfa7e8-e547-4993-b105-acb4afda7ac5 · inbound
Agentomics-ML: Autonomous Machine Learning Experimentation Agent for Genomic and Transcriptomic Data Data Interpreter: An LLM Agent For Data Science
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d65992f-d360-4921-9984-3a0a8d96ac69 · inbound
G-Memory: Tracing Hierarchical Memory for Multi-Agent Systems Data Interpreter: An LLM Agent For Data Science
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 62ae39e9-6a56-4074-92b2-7b2ac4ae06c8 · inbound
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Data Interpreter: An LLM Agent For Data Science
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23c055db-d44f-4209-9bca-3ee1f4628ffe · inbound
Data Agent: A Holistic Architecture for Orchestrating Data+AI Ecosystems Data Interpreter: An LLM Agent For Data Science
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49985a4b-a65e-45d9-92e9-7f23ab14a3ec · inbound
Running in CIRCLE? A Simple Benchmark for LLM Code Interpreter Security Data Interpreter: An LLM Agent For Data Science
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 31afc2f7-9864-41e8-9a43-fa8716112bee · inbound
Large Language Model Agent for Structural Drawing Generation Using ReAct Prompt Engineering and Retrieval Augmented Generation Data Interpreter: An LLM Agent For Data Science
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7499ec21-97cf-4e42-a9b9-c6ba7bf76c04 · inbound
GenoMAS: A Multi-Agent Framework for Scientific Discovery via Code-Driven Gene Expression Analysis Data Interpreter: An LLM Agent For Data Science
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 06e2aa2a-b7a2-4dec-98f9-f3a62bc86af9 · inbound
Agentic Web: Weaving the Next Web with AI Agents Data Interpreter: An LLM Agent For Data Science
Reference 94
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c8ec4ae-63e7-416b-9be4-3be3bc54315d · inbound
MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines Data Interpreter: An LLM Agent For Data Science
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 74362c25-4323-41ea-ba45-4946aef49ef4 · inbound
Non-programmers Assessing AI-Generated Code: A Case Study of Business Users Analyzing Data Data Interpreter: An LLM Agent For Data Science
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a1b5929-c625-4940-876f-ef58fb5391a1 · inbound
Tabularis Formatus: Predictive Formatting for Tables Data Interpreter: An LLM Agent For Data Science
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cb913cf9-b182-4172-8613-778d9021f43c · inbound
Uncovering Vulnerabilities of LLM-Assisted Cyber Threat Intelligence Data Interpreter: An LLM Agent For Data Science
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dda90de6-40d8-41e4-8135-a64ee976f283 · inbound
InteractComp: Evaluating Search Agents With Ambiguous Queries Data Interpreter: An LLM Agent For Data Science
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e8ef3da6-53d3-4193-8054-2a11799a4871 · inbound
Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration Data Interpreter: An LLM Agent For Data Science
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0d1d84d8-d8bb-449f-b4ee-74b1fc373c28 · inbound
Figures as Interfaces: Toward LLM-Native Artifacts for Scientific Discovery Data Interpreter: An LLM Agent For Data Science
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation da0090a7-ab5e-461a-9177-4d63fe006b1a · inbound
AgentGA: Evolving Code Solutions in Agent-Seed Space Data Interpreter: An LLM Agent For Data Science
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation b3bf1b2c-266c-4352-ae3c-f3e559dc0c24 · inbound
AgentGA: Evolving Code Solutions in Agent-Seed Space Data Interpreter: An LLM Agent For Data Science
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 36e30696-0cdf-4563-8f0f-d6f90e3ba616 · inbound
AlphaCrafter: Harnessing Multi-Agent Workflows for Cross-Sectional Quantitative Trading Data Interpreter: An LLM Agent For Data Science
Reference 2024
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2217b52c-eb50-44aa-a2be-87db19ac534c · inbound
CellDX AI Autopilot: Agent-Guided Training and Deployment of Pathology Classifiers Data Interpreter: An LLM Agent For Data Science
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 7b530a20-7ca0-4a28-81f2-ff7036e857a7 · inbound
ProfiliTable: Profiling-Driven Tabular Data Processing via Agentic Workflows Data Interpreter: An LLM Agent For Data Science
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation b1741dcc-d5e4-42e4-802d-647fdafe16fa · inbound
ProfiliTable: Profiling-Driven Tabular Data Processing via Agentic Workflows Data Interpreter: An LLM Agent For Data Science
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation e26b4881-385a-4837-81d9-2ed1b02a2fdb · inbound
Towards Persistent Case-Based Memory for Autonomous Data Science: A CBR-Augmented R&D-Agent with a Locally Deployable Small Language Model Data Interpreter: An LLM Agent For Data Science
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 33106841-e062-422f-a40b-5790d5733e84 · inbound
GRACE-DS: a Guarded Reward-guided Agent Correction Environment in Data Science Data Interpreter: An LLM Agent For Data Science
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a5d307cd-1ca1-4c0d-896e-9a688579f1e7 · inbound
OPD-Evolver: Cultivating Holistic Agent Evolver via On-Policy Distillation Data Interpreter: An LLM Agent For Data Science
Reference 187
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 313fa40a-7a85-4e56-875f-b91d6f1a406b · inbound
Trustworthy Self-Composable Big-Data-as-a-Service: An LLM-Orchestrated Multi-Agent Framework for Automated Data Engineering, AutoML, MLOps Deployment, and Drift-Aware Lifecycle Optimization Data Interpreter: An LLM Agent For Data Science
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 88adafc3-ffbe-47a1-96b2-29ebbe5c29da · inbound
ASAP: Agent-System Co-Design for Wall-Clock-Centered Auto HPO Research for ML Experiments Data Interpreter: An LLM Agent For Data Science
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 2105e6f7-2c0d-4654-b36a-67dbb4b4f1f9 · inbound
Agents That Know Too Much: A Data-Centric Survey of Privacy in LLM Agents Data Interpreter: An LLM Agent For Data Science
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 114b9db0-dc05-494d-8993-59aef0c8f492 · inbound
A Task-Driven and Quality-Assured Agent Framework for SAR Data Generation Data Interpreter: An LLM Agent For Data Science
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation fac88729-f7ec-4066-9e33-4f68e3759300 · inbound
Exploring Agentic Workflows for Generating High Quality Math Visual Aids Data Interpreter: An LLM Agent For Data Science
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 055508d9-47f1-49e8-a609-2110cbf7adaf · inbound
StarCodex: Dynamic Coding Harness for Starlink Measurement Analysis and Experiment Automation Data Interpreter: An LLM Agent For Data Science
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b780ba2-cc30-44a8-a8e0-2c3f89413e82 · inbound
SCTA: An Agentic Framework for Stable and Interpretable Target Gene Discovery from Single-Cell RNA Sequencing Data Interpreter: An LLM Agent For Data Science
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b709497-e3cb-43b1-bafd-33bdca9bf791 · inbound
A corrective agentic hybrid RAG and an operations-grounded evaluation for a scientific facility Data Interpreter: An LLM Agent For Data Science
Reference 78
Source-reported events for the cited work
Unavailable: canonical work link unavailable.