🌟 Major Papers & Projects

I have broad research interests that can be encompassed by the following topics:

🤖 Create Human-Like Machine Intelligence

Xuan Liu, Jie Zhang, Song Guo, Haoyang Shang, Chengxu Yang, Quanyan Zhu. “Exploring Prosocial Irrationality for LLM Agents: A Social Cognition View” ICLR-2025 (2024)

🛡️ Safeguard Privacy and Security

Xuan Liu, Siqi Cai, Qihua Zhou, Song Guo, Ruibin Li, Kaiwei Lin. “Mjölnir: Breaking the Shield of Perturbation-Protected Gradients via Adaptive Diffusion” AAAI-2025 (2024) Access Code

Xuan Liu, Siqi Cai, Lin Li, Rui Zhang, Song Guo. “MGIA: Mutual Gradient Inversion Attack in Multi-Modal Federated Learning” AAAI-2023(2023) Access Code

🌱 Build a Sustainable Future

Chinese Patent CN 109589733 B-An environmentally friendly outdoor dust reduction device using solar thermal energy.

Newly invented Pre-sale Product “GreenOxy”

GreenOxy-A Living Air Purifier: My newly designed, innovative air purifier. Initially hand-crafted, it is now available for pre-sale. This unique product combines advanced technology with natural elements, bringing vitality and serenity to your daily life.

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