Preprints


Juntao Wang, Yang Liu and Yiling Chen

to be presented at BayesianCrowd, 2019.

Jingkang Wang, Yang Liu and Bo Li


Publications (Journal, conference and workshop papers)


2019

Berk Ustun, Yang Liu and David Parkes

International Conference on Machine Learning (ICML), 2019.

Nripsuta Saxena*, Karen Huang, Evan DeFilippis, Goran Radanovic, David Parkes and Yang Liu*

AAAI/ACM Conference on AI, Ethics, and Society (AIES), accepted as an oral presentation, 2019.

Christos Dimitrakakis, Yang Liu, David Parkes and Goran Radanovic

AAAI Conference on Artificial Intelligence (AAAI), 2019.

Yiling Chen, Yang Liu and Juntao Wang

AAAI Conference on Artificial Intelligence (AAAI), 2019.

Berk Ustun, Alexander Spangher and Yang Liu

ACM Conference on Fairness, Accountability, and Transparency (ACM FAT*), 2019.

2018

Zehong Hu, Yitao Liang, Jie Zhang and Yang Liu

Neural Information Processing Systems (NIPS), 2018.

Shuran Zheng, Bo Waggoner, Yang Liu and Yiling Chen

Uncertainty in Artificial Intelligence (UAI), 2018.

Yang Liu and Chien-Ju Ho

AAAI Conference on Artificial Intelligence (AAAI), 2018.

Yang Liu , Ji Liu and Tamer Başar

International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2018.

Chaowei Xiao, Armin Sarabi, Yang Liu , Bo Li, Mingyan Liu and Tudor Dumitras

USENIX Security, 2018.

Kaiqing Zhang, Yang Liu , Ji Liu, Tamer Başar and Mingyan Liu

Automatica, 2018.

2017

Yang Liu and Yiling Chen

ACM Conference on Economics and Computation (ACM EC), 2017.

Yang Liu

Uncertainty in Artificial Intelligence (UAI), 2017.

Yang Liu and Mingyan Liu

International Joint Conference on Artificial Intelligence (IJCAI), 2017.

Yang Liu and Yiling Chen

AAAI Conference on Artificial Intelligence (AAAI), 2017.

Yang Liu, Goran Radanovic, Christos Dimitrakakis, Debmalya Mandal and David Parkes

Fairness, Accountability and Transparency in Machine Learning (FATML), 2017.

Ji Liu, Yang Liu, Angelia Nedich and Tamer Başar

IEEE Conference on Decision and Control (CDC) invited paper, 2017.

2016

Yang Liu and Yiling Chen

Neural Information Processing Systems (NIPS), 2016.

Yang Liu and Yining Wang

Crowdsourcing and Machine Learning (@NIPS), 2016.

Yang Liu and Yiling Chen

International Joint Conference on Artificial Intelligence (IJCAI), 2016.

Yang Liu and Mingyan Liu

AAAI Conference on Artificial Intelligence (AAAI), 2016.

Wenwu He, James T. Kwok, Ji Zhu and Yang Liu

IEEE Trans. on Neural Networks and Learning Systems, 2016.

Armin Sarabi, Parinaz Naghizadeh, Yang Liu and Mingyan Liu

Journal of Cybersecurity, 2016.

2015

Yang Liu, Mingyan Liu

ACM International Conference on Measurement and Modeling of Computer Systems (ACM SIGMETRICS), 2015.

Yang Liu, Armin Sarabi, Jing Zhang, Parinaz Ardabili, Manish Karir, Michael Bailey and Mingyan Liu

USENIX Security, 2015.

Yang Liu, Mingyan Liu

ACM International Symposium on Mobile Ad Hoc Networking and Computing (ACM MOBIHOC), 2015.

Shang-Pin Sheng, Yang Liu, Mingyan Liu

IEEE Smart Data Pricing (SDP), 2015.

2014

Yang Liu, Mingyan Liu

ACM/IEEE Data Science and Advanced Analytics (DSAA), 2014.


Earlier works on optimal decision making in network recourse allocation


Yang Liu*, Yi Ouyang*, Mingyan Liu

IEEE International Conference on Communications (ICC), 2015.

Yang Liu, Mingyan Liu and Sahand Haji Ali Ahmad

IEEE Transaction on Information Theory, 2014.

Yang Liu, Mingyan Liu

IEEE INFOCOM, 2013.

Yang Liu, Mingyan Liu, Jing Deng

IEEE INFOCOM, 2012.