Shih-Yang Su
Research Assistant

I will start my PhD study at Virginia Tech, and work with Prof. Jia-Bin Huang. My research focuses on Reinforcement Learning, Computer Vision, and Machine Learning. I also do some project related to Music Information Retrieval. I received my B.S. degree in Computer Science at National Tsing Hua University, 2017.


Conference Papers

*: Equal contribution.

[new!] Z.-W. Hong, Y.-M. Chen, S.-Y. Su, T.-Y. Shann, Y.-H. Chang, H.-K. Yang, B. Ho, C.-C Tu, Y.-C. Chang, T.-C. Hsiao, H.-W. Hsiao, S.-P. Lai, C.-Y. Lee " Virtual-to-real: Learning to control in visual semantic segmentation " 2018 International Joint Conference on Artificial Intelligence (IJCAI) [pdf]

S.-Y. Su*, Z.-W. Hong*, Y.-S. Chang*, T.-Y. Shann* and C.-Y. Lee*, " A deep policy inference Q-network for multi-agent systems " 2018 International Conference on Autonomous Agents and Multiagent Systems (AAMAS) [pdf]

Z.-W. Hong, T.-Y. Shann, S.-Y. Su, Y.-H. Chang, C.-Y. Lee " Diversity-Driven Exploration Strategy for Deep Reinforcement Learning " 2018 International Conference on Learning Representations (ICLR) Workshop [pdf]

S.-Y. Su, C.-K. Chiu, L. Su and Y.-H. Yang, " Automatic conversion of Pop music into chiptunes for 8-bit pixel art, " 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, LA, 2017, pp. 411-415. [pdf] [project website]

Under review