Jianan Jiang

Ph.D. student @ School of EECS, Pennsylvania State University.

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John 👨‍💻

Hi there! Thanks for visiting my page. đź‘‹

đź”­ I have a strong interdisciplinary background. I truly enjoy exploring the intersection of these fields, and my long-term goal is to develop and integrate various insights into surroundings to enhance our living efficiency and quality.

🔍 Master: My focus primarily revolved around leveraging AI technologies to assist designers in enhancing their design process:

  • Generative AI: Diffusion Models, GANs, AutoEncoder, Vision Transformers.
  • Efficient Learning: Self-Supervised Learning, Multi-Modal Learning.

🔍 Undergraduate: I gained extensive experience in various engineering projects with the following interconnected aspects:

  • Microcontroller Development: Jetson Nano, Raspberry Pi, Stm32, PLC.
  • Deep Learning: Image Classfication, Object Detection.
  • PCB Design: Altium Designer.
  • Mechanical Modeling and Analysis: SolidWorks, Ansys.

Starting in my freshman year, I joined the Dean’s research group and participated in three projects. The final project, for which I was responsible, achieved notable results. It led to a breakthrough in the textile field, passed a formal technical appraisal, and facilitated collaborations with several leading companies in the industry. Furthermore, I actively participated in various technological competitions and campus activities to enrich my academic experience and campus life as a whole.


News

Dec 10, 2024 Our paper ARNet is accepted to AAAI 2025.
Nov 09, 2024 Our paper StyleWe is selected as the Best Paper by ACM CSCW 2024 (One of 5 Awardees, 1%).
Jul 03, 2024 Our paper HAIGEN is accepted to ACM Ubicomp/IMWUT 2024.

Selected Publications

  1. AAAI’25
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    ARNet: Self-Supervised FG-SBIR with Unified Sample Feature Alignment and Multi-Scale Token Recycling
    Jianan Jiang, Han Tang, Zhilin Jiang, Weiren Yu, and Di Wu
    In Proceedings of the AAAI Conference on Artificial Intelligence, 2025
  2. ACM Ubicomp’24
    HAIGEN.png
    HAIGEN: Towards Human-AI Collaboration for Facilitating Creativity and Style Generation in Fashion Design
    Jianan Jiang, Di Wu, Hanhui Deng, Yidan Long, Wenyi Tang, and 5 more authors
    Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 2024

Selected Projects

  1. AI for Design
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    5G and Edge Computing Driven HCI for Product Design
    Master’s Research Project
    Main Contribution, 2022
  2. Textile Robot
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    Broken Yarn Joint Robot
    Undergraduate Research Project
    Project Leader, 2020