Memory

Agentic Memory: Learning Unified Long-Term and Short-Term Memory Management for Large Language Model Agents ACL 2026 Amory: Building Coherent Narrative-Driven Agent Memory through Agentic Reasoning EACL 2026 APEX-MEM: Agentic Semi-Structured Memory with Temporal Reasoning for Long-Term Conversational AI ACL 2026 AR-Nav Benchmark: Augmented Reality Navigation with Vision and Language AAAI 2026 ARTEM: Enhancing Large Language Model Agents with Spatial-Temporal Episodic Memory AAAI 2026 AstraNav-Memory: Contexts Compression for Long Memory CVPR 2026 Beyond Fact Retrieval: Episodic Memory for RAG with Generative Semantic Workspaces AAAI 2026 Beyond Markovian Forgetfulness: Episodic Memory for Reasoning-Intensive Retrieval ACL 2026 Beyond Single-Speed Reasoning: Coordinating Fast and Slow Dynamics for Efficient World Modeling AAAI 2026 Chain-of-Memory: Lightweight Memory Construction with Dynamic Evolution for LLM Agents ACL 2026 CloneMem: Benchmarking Long-Term Memory for AI Clones ACL 2026 CMMCoT: Enhancing Complex Multi-Image Comprehension via Multi-Modal Chain-of-Thought and Memory Augmentation AAAI 2026 Cognitive Scaffold: From Fluid Context to Crystallized Memory for Long-Horizon DeepResearch Agents ACL 2026 CoMeT: Collaborative Memory Transformer for Efficient Long Context Modeling ACL 2026 ComoRAG: A Cognitive-Inspired Memory-Organized RAG for Stateful Long Narrative Reasoning AAAI 2026 Controllable Memory Usage: Balancing Anchoring and Innovation in Long-Term Human–Agent Interaction ACL 2026 Coupling Liquid Time-Constant Encoders with Modern Hopfield Memory CVPR 2026 Dejavu: Towards Experience Feedback Learning for Embodied Intelligence CVPR 2026 DigimonGPT: An Evolvable Agent with Hierarchical Human-like Memory for Video Question Answering AAAI 2026 Does Memory Need Graphs? A Unified Framework and Empirical Analysis for Long-Term Dialog Memory ACL 2026 DREAM: Document Recognition with Explicit Adaptive Memory CVPR 2026 Dynamic Cheatsheet: Test-Time Learning with Adaptive Memory EACL 2026 Dynamic Long Context Reasoning over Compressed Memory via End-to-End Reinforcement Learning ACL 2026 Evaluating Humanlike Memory Effects in Transformers Using Item Recognition Tasks CoNLL 2026 EverMemOS: A Self-Organizing Memory Operating System for Structured Long-Horizon Reasoning ACL 2026