5 citations · 5 across the 2 of their papers we have counts for
2 papers
cs.AI2026★ 5 cited
Governing Evolving Memory in LLM Agents: Risks, Mechanisms, and the Stability and Safety Governed Memory (SSGM) Framework
Chingkwun Lam, Jiaxin Li, Lingfei Zhang +1
Long-term memory has emerged as a foundational component of autonomous Large Language Model (LLM) agents, enabling continuous adaptation, lifelong multimodal learning, and sophisti…
cs.IR2026
DualView: Adaptive Local-Global Fusion for Multi-Hop Document Reranking
Litong Zhang, Jiaxin Li, Kuo Zhao
Multi-hop question answering requires aggregating information from multiple documents, a critical capability for knowledge-intensive applications. A fundamental challenge lies in e…