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cs.AI2026
MemSIF: From Structured Interactions to Dual-Track Fact Memory for LLM Agents
YuFei Luo, Xiucheng Xu, Zhen Yang
Long-term memory is critical for LLM agents operating over long-horizon interactions. However, several persistent limitations of existing memory systems can be traced to two recurr…
cs.AI2025
Beyond Fixed Anchors: Precisely Erasing Concepts with Sibling Exclusive Counterparts
Tong Zhang, Ru Zhang, Jianyi Liu +2
Existing concept erasure methods for text-to-image diffusion models commonly rely on fixed anchor strategies, which often lead to critical issues such as concept re-emergence and e…
cs.AI2024
GLoCIM: Global-view Long Chain Interest Modeling for news recommendation
Zhen Yang, Wenhui Wang, Tao Qi +5
Accurately recommending candidate news articles to users has always been the core challenge of news recommendation system. News recommendations often require modeling of user inter…