{"total":57,"rows":[{"id":"2402.04617","title":"InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context Memory","created":"2024-02-07","cited_by_count":197,"area":"agents"},{"id":"2402.09727","title":"A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts","created":"2024-02-15","cited_by_count":146,"area":"agents"},{"id":"2504.01990","title":"Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems","created":"2025-03-31","cited_by_count":126,"area":"agents"},{"id":"2401.04259","title":"MARG: Multi-Agent Review Generation for Scientific Papers","created":"2024-01-08","cited_by_count":104,"area":"agents"},{"id":"2605.26494","title":"The MiniMax-M2 Series: Mini Activations Unleashing Max Real-World Intelligence","created":"2026-05-26","cited_by_count":61,"area":"agents"},{"id":"2601.03236","title":"MAGMA: A Multi-Graph based Agentic Memory Architecture for AI Agents","created":"2026-01-06","cited_by_count":52,"area":"agents"},{"id":"2511.02230","title":"Continuum: Efficient and Robust Multi-Turn LLM Agent Scheduling with KV Cache Time-to-Live","created":"2025-11-04","cited_by_count":44,"area":"agents"},{"id":"2402.15491","title":"API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs","created":"2024-02-23","cited_by_count":39,"area":"agents"},{"id":"2312.03815","title":"LLM as OS, Agents as Apps: Envisioning AIOS, Agents and the AIOS-Agent Ecosystem","created":"2023-12-06","cited_by_count":38,"area":"agents"},{"id":"2504.04471","title":"VideoAgent2: Enhancing the LLM-Based Agent System for Long-Form Video Understanding by Uncertainty-Aware CoT","created":"2025-04-06","cited_by_count":38,"area":"agents"},{"id":"2601.04786","title":"AgentOCR: Reimagining Agent History via Optical Self-Compression","created":"2026-01-08","cited_by_count":22,"area":"agents"},{"id":"2502.17421","title":"LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification","created":"2025-02-24","cited_by_count":21,"area":"agents"},{"id":"2507.04036","title":"PresentAgent: Multimodal Agent for Presentation Video Generation","created":"2025-07-05","cited_by_count":21,"area":"agents"},{"id":"2602.19320","title":"Anatomy of Agentic Memory: Taxonomy and Empirical Analysis of Evaluation and System Limitations","created":"2026-02-22","cited_by_count":21,"area":"agents"},{"id":"2511.04847","title":"Test-Time Adaptation for LLM Agents via Environment Interaction","created":"2025-11-06","cited_by_count":20,"area":"agents"},{"id":"2504.16420","title":"A Survey of Foundation Model-Powered Recommender Systems: From Feature-Based, Generative to Agentic Paradigms","created":"2025-04-23","cited_by_count":17,"area":"agents"},{"id":"2511.12960","title":"ENGRAM: Effective, Lightweight Memory Orchestration for Conversational Agents","created":"2025-11-17","cited_by_count":15,"area":"agents"},{"id":"2603.04814","title":"Beyond the Context Window: A Cost-Performance Analysis of Fact-Based Memory vs. Long-Context LLMs for Persistent Agents","created":"2026-03-05","cited_by_count":15,"area":"agents"},{"id":"2609.23986","title":"Jev-Mem: System-One-Controlled Agentic Memory for Efficient AI Agents","created":"2026-09-21","cited_by_count":14,"area":"agents"},{"id":"2402.15960","title":"Budget-Constrained Tool Learning with Planning","created":"2024-02-25","cited_by_count":11,"area":"agents"},{"id":"2505.24575","title":"NexusSum: Hierarchical LLM Agents for Long-Form Narrative Summarization","created":"2025-05-30","cited_by_count":10,"area":"agents"},{"id":"2501.09993","title":"Agent-as-Judge for Factual Summarization of Long Narratives","created":"2025-01-17","cited_by_count":9,"area":"agents"},{"id":"2506.06214","title":"Can Theoretical Physics Research Benefit from Language Agents?","created":"2025-06-06","cited_by_count":9,"area":"agents"},{"id":"2305.17619","title":"AI Coach Assist: An Automated Approach for Call Recommendation in Contact Centers for Agent Coaching","created":"2023-05-28","cited_by_count":8,"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":"2605.09942","title":"HAGE: Harnessing Agentic Memory via RL-Driven Weighted Graph Evolution","created":"2026-05-11","cited_by_count":6,"area":"agents"},{"id":"2606.22844","title":"RaMem: Contextual Reinstatement for Long-term Agentic Memory","created":"2026-06-22","cited_by_count":6,"area":"agents"},{"id":"2511.09804","title":"SlideBot: A Multi-Agent Framework for Generating Informative, Reliable, Multi-Modal Presentations","created":"2025-11-12","cited_by_count":5,"area":"agents"},{"id":"2605.30842","title":"CoMem: Context Management with A Decoupled Long-Context Model","created":"2026-05-29","cited_by_count":5,"area":"agents"},{"id":"2604.01599","title":"ByteRover: Agent-Native Memory Through LLM-Curated Hierarchical Context","created":"2026-04-02","cited_by_count":3,"area":"agents"},{"id":"2605.03312","title":"MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents","created":"2026-05-05","cited_by_count":3,"area":"agents"},{"id":"2606.02875","title":"Handoff Debt: The Rediscovery Cost When Coding Agents Take Over Interrupted Tasks","created":"2026-06-01","cited_by_count":3,"area":"agents"},{"id":"2608.13334","title":"RippleMem: From Isolated Retrieval to Associative Recollection for Long-Term Agent Memory","created":"2026-08-13","cited_by_count":3,"area":"agents"},{"id":"2510.06828","title":"Recurrence-Complete Frame-based Action Models","created":"2025-10-08","cited_by_count":2,"area":"agents"},{"id":"2512.13956","title":"AOI: Context-Aware Multi-Agent Operations via Dynamic Scheduling and Hierarchical Memory Compression","created":"2025-12-15","cited_by_count":2,"area":"agents"},{"id":"2602.02597","title":"ContextEvolve: Multi-Agent Context Compression for Systems Code Optimization","created":"2026-02-01","cited_by_count":2,"area":"agents"},{"id":"2603.02631","title":"Cross-Family Speculative Prefill: Training-Free Long-Context Compression with Small Draft Models","created":"2026-03-03","cited_by_count":2,"area":"agents"},{"id":"2606.22698","title":"Black-Box Forensics for Conversational LLM Agents","created":"2026-06-21","cited_by_count":2,"area":"agents"},{"id":"2606.31564","title":"ACE: Pluggable Adaptive Context Elasticizer across Agents","created":"2026-06-30","cited_by_count":2,"area":"agents"},{"id":"2608.01285","title":"Stop When Memory Suffices: Evidence-Conditioned Progressive Execution for LLM Agents","created":"2026-08-02","cited_by_count":2,"area":"agents"},{"id":"2608.05141","title":"OctoLong: Mid-Training On Cross-Repository Code Contexts Enhances Long-Context Modeling","created":"2026-08-05","cited_by_count":2,"area":"agents"},{"id":"2509.09215","title":"Enabling Regulatory Multi-Agent Collaboration: Architecture, Challenges, and Solutions","created":"2025-09-11","cited_by_count":1,"area":"agents"},{"id":"2509.20900","title":"Learning to Summarize by Learning to Quiz: Adversarial Agentic Collaboration for Long Document Summarization","created":"2025-09-25","cited_by_count":1,"area":"agents"},{"id":"2511.11362","title":"On-Device Fine-Tuning via Backprop-Free Zeroth-Order Optimization","created":"2025-11-14","cited_by_count":1,"area":"agents"},{"id":"2605.17596","title":"NeuSymMS: A Hybrid Neuro-Symbolic Memory System for Persistent, Self-Curating LLM Agents","created":"2026-05-17","cited_by_count":1,"area":"agents"},{"id":"2608.16185","title":"LENS: In-Context Search via Latent Evidence Exploration over Dynamic Raw Documents","created":"2026-08-17","cited_by_count":1,"area":"agents"},{"id":"2509.15366","title":"Diagnostics of cognitive failures in multi-agent expert systems using dynamic evaluation protocols and subsequent mutation of the processing context","created":"2025-09-18","cited_by_count":0,"area":"agents"},{"id":"2603.02228","title":"Neural Paging: Learning Context Management Policies for Turing-Complete Agents","created":"2026-02-11","cited_by_count":0,"area":"agents"},{"id":"2604.08603","title":"From Business Events to Auditable Decisions: Ontology-Governed Graph Simulation for Enterprise AI","created":"2026-04-08","cited_by_count":0,"area":"agents"},{"id":"2606.01528","title":"Joint Agent Memory and Exploration Learning via Novelty Signals","created":"2026-06-01","cited_by_count":0,"area":"agents"},{"id":"2606.03867","title":"A Training-Free Mixture-of-Agents Framework for Multi-Document Summarization using LLMs and Knowledge Graphs","created":"2026-06-02","cited_by_count":0,"area":"agents"},{"id":"2607.27562","title":"DeepResearch Agent System","created":"2026-07-30","cited_by_count":0,"area":"agents"},{"id":"2609.00749","title":"ContextPipe: Database-Inspired Context Assembly for Long-Horizon Agents","created":"2026-09-01","cited_by_count":0,"area":"agents"},{"id":"2609.13356","title":"ZGCM-1: A Fully Open and Extremely Efficient Foundation Model for Math and Agentic Search","created":"2026-09-11","cited_by_count":0,"area":"agents"},{"id":"2609.35378","title":"Multilinguality in Hybrid Attention LLMs","created":"2026-09-28","cited_by_count":0,"area":"agents"},{"id":"2609.35427","title":"LLMs are General Asynchronous Agents","created":"2026-09-28","cited_by_count":0,"area":"agents"},{"id":"2610.10071","title":"HGP:An on-device personalized agent memory via hybrid graph storage","created":"2026-10-07","cited_by_count":0,"area":"agents"}],"next_cursor":null}