Guiyun Fan — accepted AI-conference papers

2026

mVLM: A Vision Language Model for mNPUs

Zijie Chen, Guiyun Fan, Zhaoxing Yang, Rong Ding, Haiming Jin

CVPR 2026

The proliferation of low-power intelligent processors with integrated Neural Processing Units (NPUs), called mNPUs, has created new opportunities for on-device generative AI, benefitting end devices like smart wearables and small robots. However, deploying Vision-Language Models (VLMs) on mNPUs is s

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2023

DeCOM: Decomposed Policy for Constrained Cooperative Multi-Agent Reinforcement Learning

Zhaoxing Yang, Haiming Jin, Rong Ding, Haoyi You, Guiyun Fan, Xinbing Wang +1

AAAI 2023technical

In recent years, multi-agent reinforcement learning (MARL) has presented impressive performance in various applications. However, physical limitations, budget restrictions, and many other factors usually impose constraints on a multi-agent system (MAS), which cannot be handled by traditional MARL fr…

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