Department of Forestry and Natural Resources
I am Fanyou Wu, and I am a postdoc at Purdue University. I receive a Ph.D. degree in Forestry from Department of Forestry and Natural Resources, Purdue University(2021). Before attending Purdue, I received my master’s degree from University of Eastern Finland (2018) and bachelor’s degree from Nanjing Forestry University (2015) both in Wood Material Science. I was also an exchange student at the University of British Columbia (2013).
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.
|Apr 27, 2022||Our tree diameter measurement and species identification App is under under testing.|
|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 dispatching: A deep reinforcement learning approach for vehicle dispatching on online ride-hailing platformTransportation Research Part E 2022
- 🌳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
- 📷Efficient Project Gradient Descent for Ensemble Adversarial AttackarXiv preprint arXiv:1906.03333 2019