Fang Liu

According to our database, Fang Liu authored at least 14 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Linear Bandits With Side Observations on Networks.

Avik Kar, Rahul Singh, Fang Liu, Xin Liu, Ness B. Shroff

IEEE/ACM Trans. Netw., October, 2024

Multi-armed bandits with dependent arms.

Rahul Singh, Fang Liu, Yin Sun, Ness B. Shroff

Mach. Learn., January, 2024

2020

A Partially Observable MDP Approach for Sequential Testing for Infectious Diseases such as COVID-19.

Rahul Singh, Fang Liu, Ness B. Shroff

CoRR, 2020

Contextual Bandits with Side-Observations.

Rahul Singh, Fang Liu, Xin Liu, Ness B. Shroff

CoRR, 2020

2019

Data Poisoning Attacks on Stochastic Bandits.

Fang Liu, Ness B. Shroff

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

Analysis of Thompson Sampling for Graphical Bandits Without the Graphs.

Fang Liu, Zizhan Zheng, Ness B. Shroff

Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018

UCBoost: A Boosting Approach to Tame Complexity and Optimality for Stochastic Bandits.

Fang Liu, Sinong Wang, Swapna Buccapatnam, Ness B. Shroff

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

A Change-Detection Based Framework for Piecewise-Stationary Multi-Armed Bandit Problem.

Fang Liu, Joohyun Lee, Ness B. Shroff

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Information Directed Sampling for Stochastic Bandits With Graph Feedback.

Fang Liu, Swapna Buccapatnam, Ness B. Shroff

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Reward Maximization Under Uncertainty: Leveraging Side-Observations on Networks.

Swapna Buccapatnam, Fang Liu, Atilla Eryilmaz, Ness B. Shroff

J. Mach. Learn. Res., 2017

iMUTE: Energy-optimal update policy for perishable mobile contents.

Joohyun Lee, Fang Liu, Kyunghan Lee, Ness B. Shroff

Proceedings of the 25th IEEE International Conference on Network Protocols, 2017

Non-Additive Security Games.

Sinong Wang, Fang Liu, Ness B. Shroff

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Data Dissemination With Network Coding in Two-Way Vehicle-to-Vehicle Networks.

Fang Liu, Zhiyong Chen, Bin Xia

IEEE Trans. Veh. Technol., 2016

Non-additive Security Game.

Sinong Wang, Fang Liu, Ness B. Shroff

CoRR, 2016