Ph.D candidate
Electrical and Computer Engineering
The Ohio State University
About Me
I am currently a Ph.D candidate at Department of Electrical and Computer Engineering,
The Ohio State University. I am under the supervision of Professor
Ness Shroff.
Check out my CV and
Google Scholar if you are interested.
A brief review of my research in machine learning can be found here. [slides]
Publications
Reward Maximization Under Uncertainty: Leveraging Side-Observations on Networks Swapna Buccapatnam, Fang Liu, Atilla Eryilmaz, Ness Shroff
Journal of Machine Learning Research, accepted for publication.
[pdf]
Verification: Constructive and Destructive Full Duplex Relays Lu Chen, Kannan Srinivasan, Fang Liu
The Twenty-Fifth Annual International Conference on Mobile Computing and Networking (MobiCom 2019)
Data Poisoning Attacks on Stochastic Bandits Fang Liu, Ness Shroff
The Thirty-Sixth International Conference on Machine Learning (ICML 2019)
[pdf] [code] [Talk] [Poster]
Analysis of Thompson Sampling for Graphical Bandits Without the Graphs Fang Liu, Zizhan Zheng, Ness Shroff
The Thirty-Fourth Conference on Uncertainty in Artificial Intelligence (UAI 2018)
[pdf] [poster]
UCBoost: A Boosting Approach to Tame Complexity and Optimality for Stochastic Bandits Fang Liu, Sinong Wang, Swapna Buccapatnam, Ness Shroff
The Twenty-Seventh International Joint Conference on Artificial Intelligence (IJCAI 2018)
[pdf][slides]
The Third Information Modeling, Analysis, and Control of Complex Systems Workshop (IMACCS 2018)
[poster]
Information Directed Sampling for Stochastic Bandits with Graph Feedback Fang Liu, Swapna Buccapatnam, Ness Shroff
The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI 2018)
[pdf][spotlight][poster]
A Change-Detection based Framework for Piecewise-stationary Multi-Armed Bandit Problem Fang Liu, Joohyun Lee, Ness Shroff
The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI 2018)
[pdf][spotlight][poster]
iMUTE: Energy-optimal Update Policy for Perishable Mobile Contents Joohyun Lee, Fang Liu, Kyunghan Lee, Ness Shroff
The 25th IEEE International Conference on Network Protocols (ICNP 2017)
[pdf]
Non-additive Security Game Sinong Wang, Fang Liu, Ness Shroff
The Thirty-First AAAI Conference on Artificial Intelligence (AAAI 2017)
[pdf]
Data dissemination with network coding in two-way vehicle-to-vehicle networks Fang Liu, Zhiyong Chen, Bin Xia
IEEE Transactions on Vehicular Technology (TVT 2016)
[pdf] [bibtex]
Education
Ph.D in Electrical and Computer Engineering
Department of Electrical and Computer Engineering, The Ohio State University Aug. 2014 - Present
B.S. in Information Engineering
School of Eletronic Information and Electrical Engineering, Shanghai Jiao Tong University Sept. 2010 - Jun. 2014
Experience
Graduate Student Research Assistant, The Ohio State University
Advised by Prof. Ness Shroff Aug. 2014 - Present
Software Engineer Intern, Facebook NYC
Advised by Dr. Tiantian Xu, Yifei Sun, Peng Wu, Steve Wu May 2019 - Aug. 2019
Student Intern Technical II, AT&T Labs Research
Advised by Russell Fischer, Jim Strydio, Prafulla Verma May 2018 - July 2018
