Currently, I am a PhD student in the Department of Data Science and Artificial Intelligence (DSAI) at The Hong Kong Polytechnic University (PolyU), advised by Prof. Xingyi Yang. My current research focuses on controllable 2D/3D generation, video generation, and embodied intelligence.
Prior to joining PolyU, I graduated from NUS in January 2025, where I was fortunate to be advised by Prof. Xinchao Wang. I also worked as a Research Assistant at HKUST, advised by Prof. Qifeng Chen.
I received my Bachelor’s degree from the College of Software Engineering at Sichuan University, where I was advised by Dr. Zhiyang Fang.
📝 Publications
My full paper list is shown at google scholar.
Relation Rectification in Diffusion Model
Yinwei Wu, Xingyi Yang, Xinchao Wang
IFAdapter: Instance feature control for grounded Text-to-Image Generation
Yinwei Wu, Xianpan Zhou, Bing Ma, Xuefeng Su, Kai Ma, Xinchao Wang
Computers & Security 2023 DroidRL: Feature selection for android malware detection with reinforcement learning
Yinwei Wu, Meijin Li, Qi Zeng, Tao Yang, Junfeng Wang, Zhiyang Fang, Luyu Cheng
Applied Artificial Intelligence 2022 A systematic overview of android malware detection
Li Meijin, Fang Zhiyang, Wang Junfeng, Cheng Luyu, Zeng Qi, Yang Tao, Wu Yinwei, Geng Jiaxuan
🎖 Honors and Awards
- 2023.06 Sichuan University Elite of Software Engineering (软件之英) Nomination (Top 3%)
- 2023.06 Sichuan University Outstanding Thesis (Top 10%)
- 2023.04 4th Place in the NTIRE 2023 Dense and Non-Homogeneous Dehazing Challenge
- 2022.11 Completed a National-Level Undergraduate Innovation Project with a Satisfactory outcome
- 2021.10 Completed one National-Level Undergraduate Innovation Project with an Excellent Outcome and one Provincial-Level Undergraduate Innovation Project with an Excellent Outcome
- 2021.10 Tencent Scholarship (Top 1%)
- 2021.04 Sichuan University Comprehensive Scholarship (Top 15%)
📖 Educations
- 206.01 - now, PhD, Department of Data Science and Artificial Intelligence (DSAI) , The Hong Kong Polytechnic University (PolyU), Hong Kong
- 2023.09 - 2025.01, Master, Computer Engineering, National University of Singapore, Singapore.
- 2022.09 - 2023.04, Exchange student, Computer Engineering, NUSRICQ, Chongqing.
- 2019.09 - 2023.06, Undergraduate, Software Engineering, Sichuan University, Chengdu.
💻 Internships
- 2024.06 - 2024.09, Tencent PCG, China.