{"total":17,"rows":[{"id":"2505.14738","title":"R&D-Agent: An LLM-Agent Framework Towards Autonomous Data Science","created":"2025-05-20","cited_by_count":41,"area":"agents"},{"id":"2508.02744","title":"Large Language Model-based Data Science Agent: A Survey","created":"2025-08-02","cited_by_count":23,"area":"agents"},{"id":"2505.23695","title":"Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics","created":"2025-05-29","cited_by_count":11,"area":"agents"},{"id":"2608.05179","title":"Autonomous Research Agents: A Survey of AI Scientists and the Verification Gap","created":"2026-06-29","cited_by_count":9,"area":"agents"},{"id":"2601.21403","title":"DataCross: A Unified Benchmark and Agent Framework for Cross-Modal Heterogeneous Data Analysis","created":"2026-01-29","cited_by_count":7,"area":"agents"},{"id":"2602.02039","title":"Hunt Instead of Wait: Evaluating Deep Data Research on Large Language Models","created":"2026-02-02","cited_by_count":5,"area":"agents"},{"id":"2506.08800","title":"Measuring Data Science Automation: A Survey of Evaluation Tools for AI Assistants and Agents","created":"2025-06-10","cited_by_count":4,"area":"agents"},{"id":"2511.22884","title":"InsightEval: An Expert-Curated Benchmark for Assessing Insight Discovery in LLM-Driven Data Agents","created":"2025-11-28","cited_by_count":3,"area":"agents"},{"id":"2609.15779","title":"EvoOntology: A Self-Evolving Ontology Layer for Data Agents","created":"2026-09-14","cited_by_count":2,"area":"agents"},{"id":"2602.18731","title":"Beyond Description: A Multimodal Agent Framework for Insightful Chart Summarization","created":"2026-02-21","cited_by_count":1,"area":"agents"},{"id":"2608.27182","title":"TraceBench: Controlled Evaluation of LLM Agents for Time-Series Root-Cause Attribution","created":"2026-08-27","cited_by_count":1,"area":"agents"},{"id":"2605.07202","title":"Towards Autonomous Business Intelligence via Data-to-Insight Discovery Agent","created":"2026-05-08","cited_by_count":0,"area":"agents"},{"id":"2605.27571","title":"Discovery Agents for Real-Time Analytics: Toward Proactive Insight Systems","created":"2026-05-26","cited_by_count":0,"area":"agents"},{"id":"2606.16000","title":"GRACE-DS: a Guarded Reward-guided Agent Correction Environment in Data Science","created":"2026-06-14","cited_by_count":0,"area":"agents"},{"id":"2608.17834","title":"AdaLens: Interactive Storyline for Monitoring and Steering Long-Running Agentic Data Analysis","created":"2026-08-18","cited_by_count":0,"area":"agents"},{"id":"2609.05776","title":"DI-Bench: Systematically Generating In-Domain Data Intelligence Benchmarks for Enterprise Agents","created":"2026-09-04","cited_by_count":0,"area":"agents"},{"id":"2609.19617","title":"DataCanvas-EDU: An Agentic Framework for Instructor-Guided Synthetic Data Generation in Business Analytics Education","created":"2026-09-17","cited_by_count":0,"area":"agents"}],"next_cursor":null}