I am Ruipeng Liu, a 4th year PhD student at Syracuse University. Currently under the supervision of Dr. Garrett E. Katz. Before that I obtained my Master degree in the same University on 2022. Before that I obtained my Bachelor Degree at Hong Kong Baptist University in 2018. During my staying in HKBU, I spend 1 semester exchanging in Dalhousie University in the Fall of 2016.
Research Interests
- Reinforcement learning
- Neurosymbolic AI
Publications
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R. Liu, B. He, N. Tahir, and G. E. Katz, “On the feasibility of single-pass full-capacity learning in linear threshold neurons with binary input vectors,” in International Conference on Machine Learning. PMLR, 2024, pp. 31 119–31 130. Link
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R. Liu, Q. Qiu, and S. Khan, G. E. Katz “Linearithmic clean-up for vector-symbolic key-value memory with kroneker rotation products,” in 19th International Conference on Neurosymbolic Learning and Reasoning, 2025. Link
Education
- Doctor of Philosophy in Computing and Information System Engineering @ Syracuse Univeristy, Syracuse, NY, USA
- Master of Science in Computer Science @ Syracuse Univeristy, Syracuse, NY, USA
- Baclelor of Science in Computer Science @ Hong Kong Baptist University, Hong Kong SAR, China
Job Experimence
- CMGFintech Big data backend engineer (2018 - 2020)
- Java & Python Backend Engineer for Web application development
Contact me
You may reach me from the following email addresses:
- ruipeng dot e dot liu at gmail dot com
- rliu02 at syr dot edu