Memory

EvoEmpirBench: Dynamic Spatial Reasoning with Agent-ExpVer AAAI 2026 Evolving Generalist Virtual Agents with Generative and Associative Memory AAAI 2026 Explore with Long-term Memory: A Benchmark and Multimodal LLM-based Reinforcement Learning Framework for Embodied Exploration CVPR 2026 Fine-Mem: Fine-Grained Feedback Alignment for Long-Horizon Memory Management ACL 2026 FOREVER: Forgetting Curve-Inspired Memory Replay for Language Model Continual Learning ACL 2026 From Verbatim to Gist: Distilling Pyramidal Multimodal Memory via Semantic Information Bottleneck for Long-Horizon Video Agents ACL 2026 GAM: Hierarchical Graph-based Agentic Memory for LLM Agents ACL 2026 Gated Differentiable Working Memory for Long-Context Language Modeling ACL 2026 HeLa-Mem: Hebbian Learning and Associative Memory for LLM Agents ACL 2026 Hindsight: Structured Agent Memory that Retains, Recalls, and Reflects ACL 2026 History-Aware Reasoning for GUI Agents AAAI 2026 H-MEM: Hierarchical Memory for High-Efficiency Long-Term Reasoning in LLM Agents EACL 2026 H-Mem: Hybrid Multi-Dimensional Memory Management for Long-Context Conversational Agents EACL 2026 HoloCine: Holistic Generation of Cinematic Multi-Shot Long Video Narratives CVPR 2026 How Memory Management Impacts LLM Agents: An Empirical Study of Experience-Following Behavior ACL 2026 HyperMem: Hypergraph Memory for Long-Term Conversations ACL 2026 ImplicitMemBench: Measuring Unconscious Behavioral Adaptation in Large Language Models ACL 2026 ImReasoner: Improving Memory-based Language Models for Reasoning-in-a-Haystack Tasks ACL 2026 Inside Out: Evolving User-Centric Core Memory Trees for Long-Term Personalized Dialogue Systems ACL 2026 Is Parameter Isolation Better for Prompt-Based Continual Learning? CVPR 2026 KnowMe-Bench: Benchmarking Person Understanding for Lifelong Digital Companions ACL 2026 LASAR: Towards Spatio-temporal Reasoning with Latent Cognitive Map CVPR 2026 Learning How and What to Memorize: Cognition-Inspired Two-Stage Optimization for Evolving Memory ACL 2026 Lightweight Adaptive Topological Layout and Semantic Mapping in Vision-and-Language Navigation on Websites AAAI 2026 Lightweight LLM Agent Memory with Small Language Models ACL 2026