{"total":141,"rows":[{"id":"2602.02276","title":"Kimi K2.5: Visual Agentic Intelligence","created":"2026-02-02","cited_by_count":501,"area":"agents"},{"id":"2512.13564","title":"Memory in the Age of AI Agents","created":"2025-12-15","cited_by_count":303,"area":"agents"},{"id":"2510.11967","title":"Scaling Long-Horizon LLM Agent via Context-Folding","created":"2025-10-13","cited_by_count":148,"area":"agents"},{"id":"2510.00615","title":"ACON: Optimizing Context Compression for Long-horizon LLM Agents","created":"2025-10-01","cited_by_count":136,"area":"agents"},{"id":"2512.24601","title":"Recursive Language Models","created":"2025-12-31","cited_by_count":104,"area":"lr"},{"id":"2510.12635","title":"Memory as Action: Autonomous Context Curation for Long-Horizon Agentic Tasks","created":"2025-10-14","cited_by_count":66,"area":"agents"},{"id":"2510.24701","title":"Tongyi DeepResearch Technical Report","created":"2025-10-28","cited_by_count":66,"area":"agents"},{"id":"2602.06052","title":"A Survey of Agent Memory in the Second Half: Towards Self-Evolving and Long-Horizon Agents","created":"2026-01-14","cited_by_count":44,"area":"agents"},{"id":"2510.14545","title":"Agentic Entropy-Balanced Policy Optimization","created":"2025-10-16","cited_by_count":40,"area":"agents"},{"id":"2601.16725","title":"LongCat-Flash-Thinking-2601 Technical Report","created":"2026-01-23","cited_by_count":34,"area":"lr"},{"id":"2510.16724","title":"A Comprehensive Survey on Reinforcement Learning-based Agentic Search: Foundations, Roles, Optimizations, Evaluations, and Applications","created":"2025-10-19","cited_by_count":22,"area":"rag"},{"id":"2510.01123","title":"Rethinking Thinking Tokens: LLMs as Improvement Operators","created":"2025-10-01","cited_by_count":21,"area":"lr"},{"id":"2510.26493","title":"Context Engineering 2.0: The Context of Context Engineering","created":"2025-10-30","cited_by_count":18,"area":null},{"id":"2601.23014","title":"Mem-T: Densifying Rewards for Long-Horizon Memory Agents","created":"2026-01-30","cited_by_count":18,"area":null},{"id":"2604.09852","title":"MEMENTO: Teaching LLMs to Manage Their Own Context","created":"2026-04-10","cited_by_count":18,"area":"lr"},{"id":"2604.11753","title":"Agentic Aggregation for Parallel Scaling of Long-Horizon Agentic Tasks","created":"2026-04-13","cited_by_count":18,"area":"lr"},{"id":"2603.28376","title":"Marco DeepResearch: Unlocking Efficient Deep Research Agents via Verification-Centric Design","created":"2026-03-30","cited_by_count":16,"area":"agents"},{"id":"2608.25593","title":"JIT-Agent: Scaling Harness Intelligence via Just-in-Time Harness Evolution","created":"2026-08-26","cited_by_count":16,"area":"agents"},{"id":"2606.28434","title":"SWE-MeM: Learning Adaptive Memory Management for Long-Horizon Coding Agents","created":"2026-06-26","cited_by_count":15,"area":"agents"},{"id":"2604.01664","title":"ContextBudget: Budget-Aware Context Management for Long-Horizon Search Agents","created":"2026-04-02","cited_by_count":14,"area":"agents"},{"id":"2607.05378","title":"CompactionRL: Reinforcement Learning with Context Compaction for Long-Horizon Agents","created":"2026-07-06","cited_by_count":14,"area":"lr"},{"id":"2601.08079","title":"MemoBrain: Executive Memory as an Agentic Brain for Reasoning","created":"2026-01-12","cited_by_count":13,"area":"lr"},{"id":"2510.18939","title":"Lost in the Maze: Overcoming Context Limitations in Long-Horizon Agentic Search","created":"2025-10-21","cited_by_count":12,"area":"agents"},{"id":"2512.23343","title":"AI Meets Brain: Memory Systems from Cognitive Neuroscience to Autonomous Agents","created":"2025-12-29","cited_by_count":12,"area":"agents"},{"id":"2603.04257","title":"Memex(RL): Scaling Long-Horizon LLM Agents via Indexed Experience Memory","created":"2026-03-04","cited_by_count":12,"area":"agents"},{"id":"2605.27141","title":"VitaBench 2.0: Evaluating Personalized and Proactive Agents in Long-Term User Interactions","created":"2026-05-26","cited_by_count":12,"area":"agents"},{"id":"2510.24694","title":"Repurposing Synthetic Data for Fine-grained Search Agent Supervision","created":"2025-10-28","cited_by_count":11,"area":"lr"},{"id":"2602.02486","title":"RE-TRAC: REcursive TRAjectory Compression for Deep Search Agents","created":"2026-02-02","cited_by_count":11,"area":"agents"},{"id":"2604.04872","title":"Synthetic Sandbox for Training Machine Learning Engineering Agents","created":"2026-04-06","cited_by_count":11,"area":"agents"},{"id":"2604.12890","title":"Towards Long-horizon Agentic Multimodal Search","created":"2026-04-14","cited_by_count":11,"area":"agents"},{"id":"2605.24218","title":"QUEST: Training Frontier Deep Research Agents with Fully Synthetic Tasks","created":"2026-05-22","cited_by_count":11,"area":"agents"},{"id":"2606.23525","title":"Self-Compacting Language Model Agents","created":"2026-06-22","cited_by_count":11,"area":"agents"},{"id":"2605.24468","title":"SAM: State-Adaptive Memory for Long-Horizon Reasoning Agent","created":"2026-05-23","cited_by_count":10,"area":"lr"},{"id":"2608.06503","title":"Toward Reliable Context Compression for Long-Horizon Agents: An Empirical Study of Execution Instability","created":"2026-08-06","cited_by_count":10,"area":"inference"},{"id":"2601.21684","title":"Do Not Waste Your Rollouts: Recycling Search Experience for Efficient Test-Time Scaling","created":"2026-01-29","cited_by_count":9,"area":"lr"},{"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":"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":"2601.03164","title":"WebAnchor: Anchoring Agent Planning to Stabilize Long-Horizon Web Reasoning","created":"2026-01-06","cited_by_count":8,"area":"lr"},{"id":"2601.18285","title":"U-Fold: Dynamic Intent-Aware Context Folding for User-Centric Agents","created":"2026-01-26","cited_by_count":8,"area":"agents"},{"id":"2603.21972","title":"Demystifying Reinforcement Learning for Long-Horizon Tool-Using Agents: A Comprehensive Recipe","created":"2026-03-23","cited_by_count":8,"area":"lr"},{"id":"2606.11213","title":"Beyond Compaction: Structured Context Eviction for Long-Horizon Agents","created":"2026-05-01","cited_by_count":8,"area":"agents"},{"id":"2601.04073","title":"Analyzing Reasoning Consistency in Large Multimodal Models under Cross-Modal Conflicts","created":"2026-01-07","cited_by_count":7,"area":"lr"},{"id":"2601.12030","title":"ARC: Active and Reflection-driven Context Management for Long-Horizon Information Seeking Agents","created":"2026-01-17","cited_by_count":7,"area":"agents"},{"id":"2512.22733","title":"FoldAct: Efficient and Stable Context Folding for Long-Horizon Search Agents","created":"2025-12-28","cited_by_count":6,"area":"agents"},{"id":"2512.23647","title":"Nested Browser-Use Learning for Agentic Information Seeking","created":"2025-12-29","cited_by_count":6,"area":"agents"},{"id":"2603.03078","title":"RAPO: Expanding Exploration for LLM Agents via Retrieval-Augmented Policy Optimization","created":"2026-03-03","cited_by_count":6,"area":"rag"},{"id":"2605.08580","title":"Slipstream: Trajectory-Grounded Compaction Validation for Long-Horizon Agents","created":"2026-05-09","cited_by_count":6,"area":"agents"},{"id":"2605.16217","title":"Argus: Evidence Assembly for Scalable Deep Research Agents","created":"2026-05-15","cited_by_count":6,"area":"agents"},{"id":"2609.20804","title":"An Empirical Study of Harness Design for Coding Agents","created":"2026-09-17","cited_by_count":6,"area":"agents"},{"id":"2602.04284","title":"Agent-Omit: Adaptive Context Omission for Efficient LLM Agents","created":"2026-02-04","cited_by_count":5,"area":"agents"},{"id":"2602.12735","title":"VimRAG: Navigating Massive Visual Context in Retrieval-Augmented Generation via Multimodal Memory Graph","created":"2026-02-13","cited_by_count":5,"area":"rag"},{"id":"2605.30842","title":"CoMem: Context Management with A Decoupled Long-Context Model","created":"2026-05-29","cited_by_count":5,"area":"agents"},{"id":"2606.00408","title":"Masking Stale Observations Helps Search Agents -- Until It Doesn't: A Regime Map and Its Mechanism","created":"2026-05-29","cited_by_count":5,"area":null},{"id":"2607.21461","title":"AREX: Towards a Recursively Self-Improving Agent for Deep Research","created":"2026-07-23","cited_by_count":5,"area":"agents"},{"id":"2512.18337","title":"Towards Efficient Agents: A Co-Design of Inference Architecture and System","created":"2025-12-20","cited_by_count":4,"area":"agents"},{"id":"2601.13918","title":"AgentEHR: Advancing Autonomous Clinical Decision-Making via Retrospective Summarization","created":"2026-01-20","cited_by_count":4,"area":null},{"id":"2604.03679","title":"LightThinker++: From Reasoning Compression to Memory Management","created":"2026-04-04","cited_by_count":4,"area":"lr"},{"id":"2605.19932","title":"PEEK: Context Map as an Orientation Cache for Long-Context LLM Agents","created":"2026-05-19","cited_by_count":4,"area":"agents"},{"id":"2606.16285","title":"HiMPO: Hindsight-Informed Memory Policy Optimization for Less-Entangled Credit in Long-Horizon Agents","created":"2026-06-15","cited_by_count":4,"area":null},{"id":"2607.08032","title":"What to Keep, What to Forget: A Rate--Distortion View of Memory Compaction in LLMs and Agents","created":"2026-07-09","cited_by_count":4,"area":"agents"},{"id":"2510.10448","title":"RECON: Reasoning with Condensation for Efficient Retrieval-Augmented Generation","created":"2025-10-12","cited_by_count":3,"area":"lr"},{"id":"2601.03043","title":"Lil: Less is Less When Applying Post-Training Sparse-Attention Algorithms in Long-Decode Stage","created":"2026-01-06","cited_by_count":3,"area":null},{"id":"2601.14553","title":"Self-Blinding and Counterfactual Self-Simulation Mitigate Biases and Sycophancy in Large Language Models","created":"2026-01-21","cited_by_count":3,"area":null},{"id":"2601.19578","title":"Yunque DeepResearch Technical Report","created":"2026-01-27","cited_by_count":3,"area":null},{"id":"2603.07887","title":"Reject, Resample, Repeat: Understanding Parallel Reasoning in Language Model Inference","created":"2026-03-09","cited_by_count":3,"area":"lr"},{"id":"2604.27865","title":"KellyBench: A Benchmark for Long-Horizon Sequential Decision Making","created":"2026-04-30","cited_by_count":3,"area":null},{"id":"2605.12260","title":"PRISM: Pareto-Efficient Retrieval over Intent-Aware Structured Memory for Long-Horizon Agents","created":"2026-05-12","cited_by_count":3,"area":"agents"},{"id":"2605.24486","title":"AgentFugue: Agent Scaling for Long-Horizon Tasks through Collective Reasoning","created":"2026-05-23","cited_by_count":3,"area":"agents"},{"id":"2606.11680","title":"Organize then Retrieve: Hierarchical Memory Navigation for Efficient Agents","created":"2026-06-10","cited_by_count":3,"area":"agents"},{"id":"2606.17016","title":"TokenPilot: Cache-Efficient Context Management for LLM Agents","created":"2026-06-15","cited_by_count":3,"area":"agents"},{"id":"2606.29718","title":"Diagnosing and Mitigating Context Rot in Long-horizon Search","created":"2026-06-29","cited_by_count":3,"area":null},{"id":"2606.30005","title":"LLM Agents Are Latent Context Managers: Eliciting Self-Managed Context via State Proprioception","created":"2026-06-29","cited_by_count":3,"area":"agents"},{"id":"2606.31650","title":"ECHO: Prune To Act, Trace To Learn With Selective Turn Memory In Agentic RL","created":"2026-06-30","cited_by_count":3,"area":"agents"},{"id":"2608.02113","title":"MemArbiter: Decision-Time Memory Arbitration for Long-Horizon LLM Agents","created":"2026-08-03","cited_by_count":3,"area":"agents"},{"id":"2608.03137","title":"Verifiable Memory: Learning Unified Memory Management with Local and Global Verifiers for Large Language Model Agents","created":"2026-08-04","cited_by_count":3,"area":"agents"},{"id":"2510.03223","title":"Attention-Aligned Reasoning for Large Language Models","created":"2025-10-03","cited_by_count":2,"area":"lr"},{"id":"2602.22175","title":"DySCO: Dynamic Attention-Scaling Decoding for Long-Context Language Models","created":"2026-02-25","cited_by_count":2,"area":null},{"id":"2603.15653","title":"Recursive Language Models Meet Uncertainty: The Surprising Effectiveness of Self-Reflective Program Search for Long Context","created":"2026-03-07","cited_by_count":2,"area":null},{"id":"2606.31564","title":"ACE: Pluggable Adaptive Context Elasticizer across Agents","created":"2026-06-30","cited_by_count":2,"area":"agents"},{"id":"2608.15703","title":"HyMem: Hierarchical Context Management for Long-Horizon Agents via Information Isolation","created":"2026-08-16","cited_by_count":2,"area":"agents"},{"id":"2608.26070","title":"Prefix Sliding for efficient test-time scaling","created":"2026-08-26","cited_by_count":2,"area":"lr"},{"id":"2608.28476","title":"ContextPilot: Teaching Agents for Proactive Context Management via Fine-grained RL","created":"2026-08-28","cited_by_count":2,"area":"agents"},{"id":"2601.17879","title":"Self-Manager: Parallel Agent Loop for Long-form Deep Research","created":"2026-01-25","cited_by_count":1,"area":null},{"id":"2602.07883","title":"ToolSelf: Unifying Task Execution and Self-Reconfiguration via Tool-Driven Emergent Adaptation","created":"2026-02-08","cited_by_count":1,"area":"agents"},{"id":"2602.18548","title":"1D-Bench: A Benchmark for Iterative UI Code Generation with Visual Feedback in Real-World","created":"2026-02-20","cited_by_count":1,"area":null},{"id":"2603.19987","title":"Breaking the Capability Ceiling of LLM Post-Training by Reintroducing Markov States","created":"2026-03-20","cited_by_count":1,"area":"alignment"},{"id":"2605.04496","title":"SCOUT: Active Information Foraging for Long-Text Understanding with Decoupled Epistemic States","created":"2026-05-06","cited_by_count":1,"area":null},{"id":"2605.14563","title":"Remember Your Trace: Memory-Guided Long-Horizon Agentic Framework for Consistent and Hierarchical Repository-Level Code Documentation","created":"2026-05-14","cited_by_count":1,"area":"agents"},{"id":"2605.16725","title":"Baba in Wonderland: Online Self-Supervised Dynamics Discovery for Executable World Models","created":"2026-05-16","cited_by_count":1,"area":"wm"},{"id":"2605.18165","title":"Elastic-dLLM: Position Preserving Context Compression and Augmentation of Diffusion LLMs","created":"2026-05-18","cited_by_count":1,"area":"inference"},{"id":"2605.27954","title":"Cyclical Entropy Eruption: Entropy Dynamics in Agent Reinforcement Learning","created":"2026-05-27","cited_by_count":1,"area":"agents"},{"id":"2606.10532","title":"ActiveMem: Distributed Active Memory for Long-Horizon LLM Reasoning","created":"2026-06-09","cited_by_count":1,"area":"lr"},{"id":"2608.02097","title":"Fetch-then-Explore: Decoupling Selection from Extraction over a Persistent Workspace for Search Agents","created":"2026-08-03","cited_by_count":1,"area":null},{"id":"2608.10676","title":"Self-Correcting Long-Horizon Search Agents via Tree-Structured Memory","created":"2026-08-11","cited_by_count":1,"area":"agents"},{"id":"2608.11242","title":"Lost in Context Compaction: When LLM Systems Drop Side Constraints","created":"2026-07-31","cited_by_count":1,"area":null},{"id":"2608.18682","title":"RTPO: Reverse-Turn Policy Optimization for Stabilizing Agentic RL Training","created":"2026-08-19","cited_by_count":1,"area":"lr"},{"id":"2609.35750","title":"KV-streams for Efficient Compaction in Agentic Reinforcement Learning","created":"2026-09-28","cited_by_count":1,"area":"agents"},{"id":"2609.37725","title":"Context Language Models","created":"2026-09-29","cited_by_count":1,"area":null},{"id":"2603.01209","title":"Agents Learn Their Runtime: Interpreter Persistence as Training-Time Semantics","created":"2026-03-01","cited_by_count":0,"area":"agents"},{"id":"2605.01111","title":"When Less is Enough: Efficient Inference via Collaborative Reasoning","created":"2026-05-01","cited_by_count":0,"area":null}],"next_cursor":"100"}