| 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 | |
| 20260425_chain_of_thought_prompting_elicits_reasoning | paper_analysis | llm, reasoning, cognitive_science, context_engineering, multi_hop_reasoning | google_brain, chain_of_thought, gsm8k | 100 | | | Chain-of-Thought Prompting Elicits Reasoning in Large Language Models | | [object Object] | [object Object] | md | |
| 20260425_reca_integrated_acceleration_cooperative_embodied_agents | paper_analysis | llm, agent_architecture, memory_mechanism, embodied_ai, multi_hop_reasoning | georgia_tech, harvard_university | 100 | | | ReCA: Integrated Acceleration for Real-Time and Efficient Cooperative Embodied Autonomous Agents | | [object Object] | [object Object] | md | |
| 20260429_disentangling_memory_reasoning_llm | paper_analysis | memory_mechanism, reasoning, llm, multi_hop_reasoning, chain_of_thought, cognitive_science | rutgers_university, ohio_state_university, ucsb, truthfulqa, strategyqa, commonsenseqa | 100 | | | Disentangling Memory and Reasoning Ability in Large Language Models | agent_workflow_memory | [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 | |
| 20260722_supra_cognitive_modes_routed_agent_memory | paper_analysis | agent_architecture, memory_mechanism, long_term_memory, reasoning, multi_hop_reasoning | supra_research, locomo_bench, memory_agent_bench, long_mem_eval | 100 | | | Supra Cognitive Modes: A Routed Architecture for Agent Memory | memory_os_of_ai_agent, memgpt_towards_llms_as_operating_systems, shared_selective_persistent_memory_agentic_llm | [object Object] | [object Object] | md | |