About me
Bio
I am a Ph.D. candidate in Digital Art and Design at Zhejiang University. I received a bachelor degree in Computer Science and Technology at the South China University of China, where I joined the Machine Learning and Cybernetic Lab. My primary interests are computational support tools in design and creative activities, aiming to serve designers’ needs in action-taking and decision-making. My research aim is to distribute knowledge in computer science to the design and creativity community. Currently, I am engaged in design cognition about how designers perceive, understand, process, and communicate visual and semantic information; adaptive interaction techniques that accommodate individual traits in designing, and interactive interface for human-computer collaborative design.
Hobby
I love traveling. I am also an amateur photographer and advanced open water diver. You may find beautiful moments and interesting thoughts at here.
Experience
- Huawei, Senior Research Engineer, Hangzhou, China, Nov 2021 - present
- ByteDance AI Lab, Research Intern, Beijing, China, Jan - Mar, 2020
- Singapore University of Technology and Design (SUTD), Visiting Fellow & Teaching Assistant, Dec 2018 - Dec 2019
- Volunteer of the International Doctoral Students Conference, Hangzhou, May 2017
- Group Leader in Campus design workshop (Alibaba & Zhejiang Univ.), Hangzhou, China, Mar 2017
- Group Member in Campus design workshop (Naiver & Yonsei Univ.), Seoul, Korea, Jan 2017
- Cadres of Doctoral Student Institute, Zhejiang University, Sept 2016 - Sept, 2017
Research Area and Interests
- Human-Computer Interaction, Design Supports
- Intelligent Design Tools, Design Creativity, Intelligent Interactive System
- Machine Learning
- Natural Language Understanding, Image Synthesis
Projects
- AI and Design Inspiration (Ongoing)
- Data-driven Business Intelligence Support (Ongoing)
- Design Optimization with Genetic Algorithm (DOGA) (2017 - 2018)
- Undersampling Method for Pattern Recognition in Non-stationary Environment (2015 - 2016)
Conference Activity
- The 2019 Singapore Symposium on Natural Language Processing (SSNLP), Singapore, 2019
- The 20th International Conference on Human-Computer Interaction (HCII), Las Vegas, USA, 2018 (Oral)
- The 1st Smart Products Through-Life Design Theories, Methods and Tools, Xian, China, 2018 (Oral)
- The 15th International Conference on Machine Learning and Cybernetics (ICMLC), Jeju, Korea, 2016 (Oral)
Software Copyright
Interactive evolutionary model design system (2018SR677615) & Interactive evolutionary color design system (2018SR677619)