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#artificial intelligence Preprint Oct 2026

Seeing, Maintaining, and Learning: The Evolution of Multimodal Agent Memory

Multimodal models and agents have emerged to enable AI systems to learn from and interact with the real world more like humans by integrating information across multiple modalities. However, enabling multimodal agents to continually acquire useful information from complex, heterogeneous multimodal data remains a signif...

Ming-Hao Guo, Qing-Yue Jiao, Xiu-Jin Liu et al. · 0 citations

Human Resilience in the AI Era - What Machines Can't Replace

This work connects established resilience and technostress research with direct AI-in-the-loop experiments and defines resilience as the capacity to absorb disruption while preserving effective action and human agency around core purposes.

Shao-Shan Liu, Anina Schwarzenbach, Yi-Yu Shi · 4 citations · ⚡1
#artificial intelligence Preprint Sep 2026

FairCompressAgent: An Agentic Framework for Fairness-Aware Model Compression for FPGA Deployment

FairCompressAgent (FCA) is proposed, an agentic framework that integrates fairness-aware pruning, incremental quantization, and sparse low-rank factorization through a common operator interface and demonstrates how measured feedback and explicit constraints support the selection and interactive refinement of fairness-a...

Yuanbo Guo, Yi-Yu Shi · 0 citations

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