{"total":26,"rows":[{"id":"2503.24047","title":"Towards Scientific Intelligence: A Survey of LLM-based Scientific Agents","created":"2025-03-31","cited_by_count":98,"area":"agents"},{"id":"2508.05668","title":"A Survey of LLM-based Deep Search Agents: Paradigm, Optimization, Evaluation, and Challenges","created":"2025-08-03","cited_by_count":62,"area":"agents"},{"id":"2506.19676","title":"A Survey of LLM-Driven AI Agent Communication: Protocols, Security Risks, and Defense Countermeasures","created":"2025-06-24","cited_by_count":57,"area":"agents"},{"id":"2509.09265","title":"Harnessing Uncertainty: Entropy-Modulated Policy Gradients for Long-Horizon LLM Agents","created":"2025-09-11","cited_by_count":46,"area":"agents"},{"id":"2503.05659","title":"A Survey of Large Language Model Empowered Agents for Recommendation and Search: Towards Next-Generation Information Retrieval","created":"2025-03-07","cited_by_count":33,"area":"agents"},{"id":"2510.20168","title":"DeepWideSearch: Benchmarking Depth and Width in Agentic Information Seeking","created":"2025-10-23","cited_by_count":21,"area":"agents"},{"id":"2601.02439","title":"WebGym: Scaling Training Environments for Visual Web Agents with Realistic Tasks","created":"2026-01-05","cited_by_count":19,"area":"agents"},{"id":"2604.25256","title":"AutoResearchBench: Benchmarking AI Agents on Complex Scientific Literature Discovery","created":"2026-04-28","cited_by_count":11,"area":"agents"},{"id":"2604.18401","title":"CAPO: Critic-Guided Action-Aligned Policy Optimization for Advancing LLM Agent Capabilities","created":"2026-04-20","cited_by_count":8,"area":"agents"},{"id":"2507.15245","title":"SPAR: Scholar Paper Retrieval with LLM-based Agents for Enhanced Academic Search","created":"2025-07-21","cited_by_count":7,"area":"agents"},{"id":"2602.06724","title":"Table-as-Search: Formulate Long-Horizon Agentic Information Seeking as Table Completion","created":"2026-02-06","cited_by_count":5,"area":"agents"},{"id":"2509.18661","title":"Agentic AutoSurvey: Let LLMs Survey LLMs","created":"2025-09-23","cited_by_count":4,"area":"agents"},{"id":"2602.20426","title":"Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use","created":"2026-02-23","cited_by_count":4,"area":"agents"},{"id":"2509.14778","title":"OpenLens AI: Fully Autonomous Research Agent for Health Infomatics","created":"2025-09-18","cited_by_count":3,"area":"agents"},{"id":"2603.00084","title":"DeepXiv-SDK: An Agentic Data Interface for Scientific Literature","created":"2026-02-14","cited_by_count":2,"area":"agents"},{"id":"2605.14306","title":"Towards Recursive Self-Evolving Agentic Literature Retrieval","created":"2026-05-14","cited_by_count":2,"area":"agents"},{"id":"2607.00597","title":"Multi-Turn Agentic Scientific Literature Search via Workflow Induction","created":"2026-07-01","cited_by_count":2,"area":"agents"},{"id":"2606.27669","title":"When Search Agents Should Ask: DiscoBench for Clarification-Aware Deep Search","created":"2026-06-26","cited_by_count":1,"area":"agents"},{"id":"2607.05456","title":"Prompt-to-Paper: Agentic AI System for Bioinformatics","created":"2026-07-05","cited_by_count":1,"area":"agents"},{"id":"2608.13581","title":"From Prediction to Intervention: Personalized Meal-Level Glucose Regulation via an LLM Agent","created":"2026-07-07","cited_by_count":1,"area":"agents"},{"id":"2601.12988","title":"PaperGuide: Making Small Language-Model Paper-Reading Agents More Efficient","created":"2026-01-19","cited_by_count":0,"area":"agents"},{"id":"2602.09163","title":"FlyAOC: Evaluating Agentic Ontology Curation of Drosophila Scientific Knowledge Bases","created":"2026-02-09","cited_by_count":0,"area":"agents"},{"id":"2605.30947","title":"Extending AI for Research to the Humanities: A Multi-Agent Framework for Evidence-Grounded Scholarship","created":"2026-05-29","cited_by_count":0,"area":"agents"},{"id":"2606.20235","title":"ScholarQuest: A Taxonomy-Guided Benchmark for Agentic Academic Paper Search in Open Literature Environments","created":"2026-06-18","cited_by_count":0,"area":"agents"},{"id":"2608.24809","title":"Structurally-bounded Agentic Graph Exploration for Evidence-Grounded Scholarly DeepSearch","created":"2026-08-25","cited_by_count":0,"area":"agents"},{"id":"2610.14393","title":"SciCurateBench: Curating Experimental Data from Heterogeneous Scientific Literature with Verbal-Action Agents","created":"2026-10-09","cited_by_count":0,"area":"agents"}],"next_cursor":null}