{"total":34,"rows":[{"id":"2511.05271","title":"DeepEyesV2: Toward Agentic Multimodal Model","created":"2025-11-07","cited_by_count":125,"area":"agents"},{"id":"2508.05748","title":"WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent","created":"2025-08-07","cited_by_count":119,"area":"agents"},{"id":"2508.12752","title":"Deep Research: A Survey of Autonomous Research Agents","created":"2025-08-18","cited_by_count":66,"area":"agents"},{"id":"2602.14234","title":"REDSearcher: A Scalable and Cost-Efficient Framework for Long-Horizon Search Agents","created":"2026-02-15","cited_by_count":49,"area":"agents"},{"id":"2607.08448","title":"Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents","created":"2026-07-09","cited_by_count":47,"area":"agents"},{"id":"2508.13186","title":"MM-BrowseComp: A Comprehensive Benchmark for Multimodal Browsing Agents","created":"2025-08-14","cited_by_count":42,"area":"agents"},{"id":"2512.02395","title":"Skywork-R1V4: Toward Agentic Multimodal Intelligence through Interleaved Thinking with Images and DeepResearch","created":"2025-12-02","cited_by_count":27,"area":"agents"},{"id":"2512.16301","title":"Adaptation of Agentic AI: A Survey of Post-Training, Memory, and Skills","created":"2025-12-18","cited_by_count":22,"area":"agents"},{"id":"2602.22897","title":"OmniGAIA: Towards Native Omni-Modal AI Agents","created":"2026-02-26","cited_by_count":22,"area":"agents"},{"id":"2603.01050","title":"MM-DeepResearch: A Simple and Effective Multimodal Agentic Search Baseline","created":"2026-03-01","cited_by_count":20,"area":"agents"},{"id":"2510.13936","title":"FinDeepResearch: Evaluating Deep Research Agents in Rigorous Financial Analysis","created":"2025-10-15","cited_by_count":14,"area":"agents"},{"id":"2604.08545","title":"Act Wisely: Cultivating Meta-Cognitive Tool Use in Agentic Multimodal Models","created":"2026-04-09","cited_by_count":14,"area":"agents"},{"id":"2604.12890","title":"Towards Long-horizon Agentic Multimodal Search","created":"2026-04-14","cited_by_count":11,"area":"agents"},{"id":"2510.16720","title":"Beyond Pipelines: A Survey of the Paradigm Shift toward Model-Native Agentic AI","created":"2025-10-19","cited_by_count":8,"area":"agents"},{"id":"2601.04767","title":"AT$^2$PO: Agentic Turn-based Policy Optimization via Tree Search","created":"2026-01-08","cited_by_count":8,"area":"agents"},{"id":"2602.07801","title":"VideoTemp-o3: Harmonizing Temporal Grounding and Video Understanding in Agentic Thinking-with-Videos","created":"2026-02-08","cited_by_count":7,"area":"agents"},{"id":"2605.07510","title":"InterLV-Search: Benchmarking Interleaved Multimodal Agentic Search","created":"2026-05-08","cited_by_count":5,"area":"agents"},{"id":"2606.15367","title":"S1-DeepResearch: Beyond Search, Toward Real-World Long-Horizon Research Agents","created":"2026-06-13","cited_by_count":5,"area":"agents"},{"id":"2510.27363","title":"ToolScope: An Agentic Framework for Vision-Guided and Long-Horizon Tool Use","created":"2025-10-31","cited_by_count":4,"area":"agents"},{"id":"2605.12497","title":"From Web to Pixels: Bringing Agentic Search into Visual Perception","created":"2026-05-12","cited_by_count":3,"area":"agents"},{"id":"2606.26122","title":"DocArena: Turning Raw Documents into Controllable Training Environments for Document Search Agents","created":"2026-05-27","cited_by_count":3,"area":"agents"},{"id":"2510.11851","title":"Deep Research Agents Brings Deeper Harm","created":"2025-10-13","cited_by_count":2,"area":"agents"},{"id":"2606.31504","title":"SimpleSearch-VL: A Simple Recipe for Multimodal Agentic Deep Search","created":"2026-06-30","cited_by_count":2,"area":"agents"},{"id":"2608.03979","title":"Video-DeepResearch: Towards the Next-Generation Multimodal Deepresearch Agent","created":"2026-08-04","cited_by_count":2,"area":"agents"},{"id":"2609.02253","title":"APEx: Distillation of Agent Procedural Experience for Adaptive Deep Research Question Answering","created":"2026-09-02","cited_by_count":2,"area":"agents"},{"id":"2604.01221","title":"HippoCamp: Benchmarking Contextual Agents on Personal Computers","created":"2026-04-01","cited_by_count":1,"area":"agents"},{"id":"2604.19264","title":"DR-MMSearchAgent: Deepening Reasoning in Multimodal Search Agents","created":"2026-04-21","cited_by_count":1,"area":"agents"},{"id":"2607.10557","title":"UNIBROWSE: A Data-to-Agent Framework for Multimodal BrowseComp","created":"2026-07-12","cited_by_count":1,"area":"agents"},{"id":"2608.28062","title":"WeAgent-MMSearch: Native Text-Vision Interaction for Multimodal Search Agents","created":"2026-08-28","cited_by_count":1,"area":"agents"},{"id":"2607.19793","title":"Silent Failures in Multimodal Agentic Search:A Diagnostic Taxonomy and Cross-Judge Evaluation","created":"2026-07-22","cited_by_count":0,"area":"agents"},{"id":"2608.29357","title":"LiteSearch-VL: Small Multimodal Search Agents via Trajectory Distillation and Synthetic Step-DPO","created":"2026-08-29","cited_by_count":0,"area":"agents"},{"id":"2609.01641","title":"SocialBuddy: Tailoring Search Agent for Social Scenarios","created":"2026-08-28","cited_by_count":0,"area":"agents"},{"id":"2609.40230","title":"EviRover: Reinforcing Agentic Perception Beyond a Glance","created":"2026-09-30","cited_by_count":0,"area":"agents"},{"id":"2610.12419","title":"OneSearch-VL: Unified Multimodal Deep Research Agent for Image and Video","created":"2026-10-08","cited_by_count":0,"area":"agents"}],"next_cursor":null}