Siman Wang

Welcome to my personal website!

About Me

Who am I?

A Chinese Girl.
Pursuing MS of Computer Science in UC Santa Cruz.
My Research interest includes Reinforcement Learning, 3D Web, Test-Driven Development"

My hobbies

Mountains Hiker!
Volleyball Player!
Want to try:Skydiving, Snowboarding, Flying!


MS in Computer Science
University of California Santa Cruz, Santa Cruz, CA

BA in Computer Science
Wuhan University, Wuhan, China

Expected graduation in June 2021

Graduated in June 2019

My Projects

3D Web Visualization on Public Transportation in Bay Area

* Developing a 3D web that visualizes public transportation of Bay Area, collecting data from Transitland.

* Building a 3D street map using Maptalks engine and Three.js, collecting data from OpenStreetMap.

Game AI

* Developed an aircraft combat game using Pygame

* Adapted flock algorithms and Q-learning-based reinforcement learning to implement the intelligent agent that can decides behaviors according to specific game condition, using Keras and Numpy.

My Favorite Paper

VAN HASSELT, H.; GUEZ, A.; SILVER, D.. Deep Reinforcement Learning with Double Q-Learning. AAAI Conference on Artificial Intelligence, North America, mar. 2016.Link

My Publications

[1] W. Zhang, G. Tang, S. Wang, Y. Chen, S. Zhou, and X. Li, "Sequence-derived linear neighborhood propagation method for predicting lncRNA-miRNA interactions," in 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2018, pp. 50-55.

[2] W. Zhang, W. Lin, D. Zhang, S. Wang, J. Shi, and Y. Niu, "Recent Advances in the Machine Learning-Based Drug-Target Interaction Prediction," Curr Drug Metab, vol. 20, no. 3, pp. 194-202, 2019.