3 papers
cs.AI2026
MEMOREPAIR: Barrier-First Cascade Repair in Agentic Memory
Yang Zhao, Chengxiao Dai, Mengying Kou +1
Agentic memory evolves across tasks into durable derived artifacts: summaries, cached outputs, embeddings, learned skills, and executable tool procedures. When a source artifact is…
cs.AI2026
CLAUSE: Agentic Neuro-Symbolic Knowledge Graph Reasoning via Dynamic Learnable Context Engineering
Yang Zhao, Chengxiao Dai, Wei Zhuo +2
Knowledge graphs provide structured context for multi-hop question answering, but deployed systems must balance answer accuracy with strict latency and cost targets while preservin…
cs.AI2026
ShardMemo: Masked MoE Routing for Sharded Agentic LLM Memory
Yang Zhao, Chengxiao Dai, Yue Xiu +3
Agentic large language model (LLM) systems rely on external memory for long-horizon state and concurrent multi-agent execution, but centralized indexes and heuristic partitions bec…