| 20260422_hipporag_neurobiologically_inspired_long_term_memory | paper_analysis | rag, knowledge_graph, multi_hop_reasoning, neuro_science, memory_mechanism | personalized_pagerank, musique, hotpotqa, 2wiki, natural_questions | 100 | | | HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models | | [object Object] | [object Object] | md | |
| 20260423_ai_reasoning_deep_learning_symbolic_neural | paper_analysis | reasoning, symbolic_reasoning, llm, knowledge_graph, neuro_science, cognitive_science | beihang_university | 100 | | | AI Reasoning in Deep Learning Era: From Symbolic AI to Neural Symbolic AI | attentive_reasoning_queries | [object Object] | [object Object] | md | |
| 20260424_llm_knowledge_graphs_opportunities_challenges | paper_analysis | knowledge_graph, llm, rag, reasoning | | 100 | | | llm_knowledge_graphs_opportunities_challenges | | [object Object] | [object Object] | md | |
| 20260512_gasim_graph_accelerated_hybrid_social_simulation | paper_analysis | agent_architecture, memory_mechanism, knowledge_graph, llm, multi_agent_systems | uestc, graph_attention_network, mem0 | 100 | | | GASim: A Graph-Accelerated Hybrid Framework for Social Simulation | memgpt_towards_llms_as_operating_systems | [object Object] | [object Object] | md | |
| 20260710_let_the_agent_search_tkgqa | paper_analysis | knowledge_graph, multi_hop_reasoning, llm, agent_architecture, reasoning | at2qa, multi_tq, timeline_cronquestion, timeline_icews_actor | 100 | | | Let the Agent Search: Autonomous Exploration Beats Rigid Workflows in Temporal Question Answering | | [object Object] | [object Object] | md | |
| 20260714_comprehensive_survey_knowledge_graph_reasoning_approaches_applications | paper_analysis | knowledge_graph, multi_hop_reasoning, reasoning, llm, survey | | 100 | | | A Comprehensive Survey of Knowledge Graph Reasoning: Approaches and Applications | | [object Object] | [object Object] | md | |
| 20260717_experience_memory_graph_one_shot_error_correction_for_agents | paper_analysis | memory_mechanism, agent_architecture, reasoning, long_term_memory, knowledge_graph | alfworld, scienceworld, uestc | 100 | | | Experience Memory Graph: One-Shot Error Correction for Agents | memlineage_lineage_guided_llm_agent_memory, shared_selective_persistent_memory_agentic_llm, agent_memory_and_reasoning_frontier_survey_2026 | [object Object] | [object Object] | md | |
| 20260725_monitoring_diagnosing_software_requirements | paper_analysis | software_engineering, reasoning, symbolic_reasoning, knowledge_graph, agent_architecture | university_of_toronto, the_open_university | 100 | | | Monitoring and Diagnosing Software Requirements | | [object Object] | [object Object] | md | |