Jie Hou — accepted AI-conference papers

2026

Gradient-Protected Value Decomposition for Cooperative Multi-Agent Reinforcement Learning

Jie Hou, Haowen Dou, Lujuan Dang, Liangjun Chen, Chenyang Ge

AAAI 2026technical

In recent years, deep multi-agent reinforcement learning (MARL) has demonstrated remarkable potential in solving complex cooperative tasks by enabling decentralized yet efficient coordination among agents. However, during decentralized training, agent policy updates induced by different joint action

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2025

FashionTailor: Controllable Clothing Editing for Human Images with Appearance Preserving

Jie Hou, Jianghong Ma, Xiangyu Mu, Haijun Zhang, Zhao Zhang

AAAI 2025technical

The garment structure serves as a crucial medium for expressing the designer's creative vision and showcasing the distinctive character of clothing items. Effective editing of garment structure in fashion images allows for an advanced preview of the design, accelerating the process of garment custom…

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