Graduate Research Assistant
Department of Forestry and Natural Resources
I am Fanyou Wu, currently a Ph.D. candidate at Purdue University from the Forestry and Natural Resources Department. Before attending Purdue, I received my master degree from University of Eastern Finland (2018) and bachelor degree from Nanjing Forestry University (2015) both in Wood Material Science. I was also an exchange student in the University of British Columbia (2013). Now my research focuses on applying machine learning to forest-related problems e.g., wood identification through image recognition.
Attending machine learning related competitions is my side interesting, and I have won many championships and runners-up in machine learning related competitions and top conference competitions at KDD, IJCAI, NeurIPS and CVPR.
|Jul 25, 2021||I received 10th place for KDD CUP 2021 Reinforcement Learning Competition Track (RL Track).|
|Jun 20, 2021||I received 2nd place for CVRP 2021 The 2nd Agriculture-Vision Prize Challenge.|
- 🌳Deep BarkID: A Portable Tree Bark Identification System by Knowledge DistillationEuropean Journal of Forest Research 2021
- 🌳Wood Identification Based on Longitudinal Section Images by Using Deep LearningWood Science and Technology 2021
- 🚥Behavior2vector: Embedding Users' Personalized Travel Behavior to VectorIEEE Transactions on Intelligent Transportation Systems 2021
- 📷Efficient Project Gradient Descent for Ensemble Adversarial AttackarXiv preprint arXiv:1906.03333 2019