long-term memory

Agentic Memory: Learning Unified Long-Term and Short-Term Memory Management for Large Language Model Agents ACL 2026 AR-Nav Benchmark: Augmented Reality Navigation with Vision and Language AAAI 2026 AstraNav-Memory: Contexts Compression for Long Memory CVPR 2026 CloneMem: Benchmarking Long-Term Memory for AI Clones ACL 2026 DecoVLN: Decoupling Observation, Reasoning, and Correction for Vision-and-Language Navigation CVPR 2026 Explore with Long-term Memory: A Benchmark and Multimodal LLM-based Reinforcement Learning Framework for Embodied Exploration CVPR 2026 HeLa-Mem: Hebbian Learning and Associative Memory for LLM Agents ACL 2026 Hindsight: Structured Agent Memory that Retains, Recalls, and Reflects ACL 2026 HyperMem: Hypergraph Memory for Long-Term Conversations ACL 2026 Inside Out: Evolving User-Centric Core Memory Trees for Long-Term Personalized Dialogue Systems ACL 2026 Lightweight LLM Agent Memory with Small Language Models ACL 2026 Mem2ActBench: A Benchmark for Evaluating Long-Term Memory Utilization in Task-Oriented Autonomous Agents ACL 2026 MemBuilder: Reinforcing LLMs for Long-Term Memory Construction via Attributed Dense Rewards ACL 2026 Mem-Gallery: Benchmarking Multimodal Long-Term Conversational Memory for MLLM Agents ACL 2026 Mnemis: Dual-Route Retrieval on Hierarchical Graphs for Long-Term LLM Memory ACL 2026 MUTrack: A Memory-Aware Unified Representation Framework for Visual Tracking AAAI 2026 PersonaVLM: Long-Term Personalized Multimodal LLMs CVPR 2026 VisMem: Latent Vision Memory Unlocks Potential of Vision-Language Models CVPR 2026 AnnaAgent: Dynamic Evolution Agent System with Multi-Session Memory for Realistic Seeker Simulation ACL 2025 Bridging Intuitive Associations and Deliberate Recall: Empowering LLM Personal Assistant with Graph-Structured Long-term Memory ACL 2025 CarMem: Enhancing Long-Term Memory in LLM Voice Assistants through Category-Bounding COLING 2025 Evaluating the Long-Term Memory of Large Language Models ACL 2025 FlashAdventure: A Benchmark for GUI Agents Solving Full Story Arcs in Diverse Adventure Games EMNLP 2025 From Tools to Teammates: Evaluating LLMs in Multi-Session Coding Interactions ACL 2025 Interpersonal Memory Matters: A New Task for Proactive Dialogue Utilizing Conversational History CoNLL 2025