About Me

Here is Qiqi Hu (Chelsey, 胡齐齐).

I am a master student at Tsinghua University. I work in Guangdong Provincial Key Laboratory of Thermal Management Engineering and Materials in Shenzhen Intrnational Graduate School, supervised by Prof. Hongda Du. I also used to be a visiting student in Southern University of Science and Technology, advised by Prof. Feng Zheng. Before that, I got my undergraduate degree from Qingdao University of School of Computer Science and Technology, and fortunately supervised by Prof. Hanlin Zhang.

My research interests mainly include thermal management for thermal runaway in LIBs, trustworthy diffusion models and content security in AIGC.

For a short summary CV, see my Google Sites page.

If you are interested in any aspect of me, I am always open to discussions and academic collaborations. Please feel free to email me.

Research Interests

• Thermal Management and Energy Safety
  • Investigating mechanisms for suppressing thermal runaway in lithium-ion batteries and developing immersion cooling strategies
  • Conducting finite element modeling and thermal simulations
  • Applications in the thermal management of electronic devices and energy storage systems
• Trustworthy Machine Learning and Privacy Protection
  • Models: Diffusion Models, DreamBooth, Textual Inversion
  • Methods: Watermarking, privacy-enhancing techniques
  • Applications in cloud computing security, privacy, and robustness of machine learning systems

News and Updates

• 2025.09 – Initiated research on the mechanisms of immersion cooling for mitigating thermal runaway in lithium-ion batteries
• 2025.05 – Conducted research on the effects of PCM-coupled air cooling on thermal runaway propagation in lithium-ion batteries
• 2024.03 – Investigated copyright protection in image-to-image generation using diffusion models