Preprints


Jiaheng Wei*, Zhaowei Zhu*, Hao Cheng, Tongliang Liu, Gang Niu, and Yang Liu

preprint, 2021.

http://www.noisylabels.com

Zhaowei Zhu, Zihao Dong, Hao Cheng and Yang Liu

preprint, 2021.

https://github.com/UCSC-REAL/SimiRep

Yatong Chen, Jialu Wang and Yang Liu

preprint, 2021.

Best paper award at ICML 2021 workshop on Algorithmic Recourse.

Yang Liu, Yatong Chen, Jiaheng Wei

preprint, 2021.

Jiaheng Wei, Hangyu Liu, Tongliang Liu, Gang Niu, Yang Liu

preprint, 2021.


Full list


2021

Reilly Raab and Yang Liu

Neural Information Processing Systems (NeurIPS), 2021.

Spotlight selection.

Jingkang Wang*, Hongyi Guo*, Zhaowei Zhu* and Yang Liu

Neural Information Processing Systems (NeurIPS), 2021.

https://github.com/wangjksjtu/PeerPL

Wei Tang, Chien-Ju Ho and Yang Liu

Neural Information Processing Systems (NeurIPS), 2021.

Yang Liu

International Conference on Machine Learning (ICML), 2021.

Selected for a long talk.

Zhaowei Zhu, Yiwen Song and Yang Liu

International Conference on Machine Learning (ICML), 2021.

https://github.com/UCSC-REAL/HOC

Best paper award at IJCAI 2021 workshop on Weakly Supervised Representation Learning.

Jiaheng Wei and Yang Liu

International Conference on Learning Representations (ICLR), 2021.

https://github.com/UCSC-REAL/Robust-f-divergence-measures

Hao Cheng*, Zhaowei Zhu*, Xingyu Li, Yifei Gong, Xing Sun and Yang Liu

International Conference on Learning Representations (ICLR), 2021.

https://github.com/UCSC-REAL/cores

Zhaowei Zhu, Tongliang Liu and Yang Liu

Conference on Computer Vision and Pattern Recognition (CVPR), 2021.

https://github.com/UCSC-REAL/CAL

Selected for an oral presentation.

Wei Tang, Chien-Ju Ho and Yang Liu

International Conference on Artificial Intelligence and Statistics (AISTATS), 2021.

Jiaheng Wei*, Zuyue Fu*, Yang Liu, Xingyu Li, Zhuoran Yang and Zhaoran Wang

International Conference on Artificial Intelligence and Statistics (AISTATS), 2021.

https://github.com/UCSC-REAL/Credible-sample-elicitation

Jialu Wang, Yang Liu and Caleb Levy

ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT), 2021.

https://github.com/UCSC-REAL/fair-classification-with-noisy-labels

Jialu Wang and Yang Liu and Xin Eric Wang

Empirical Method in Natural Language Processing (EMNLP), 2021.

Selected for an oral presentation.

Juntao Wang, Yang Liu and Yiling Chen

AAAI Conference on Human Computation and Crowdsourcing (HCOMP), 2021.

Zhaowei Zhu, Jingxuan Zhu, Ji Liu and Yang Liu

ACM International Conference on Measurement and Modeling of Computer Systems (ACM SIGMETRICS), 2021.

2020

Xueru Zhang, Ruibo Tu, Yang Liu, Mingyan Liu, Hedvig Kjellström, Kun Zhang and Cheng Zhang

Neural Information Processing Systems (NeurIPS), 2020.

Wei Tang, Chien-Ju Ho and Yang Liu

Neural Information Processing Systems (NeurIPS), 2020.

Yiling Chen, Yang Liu and Chara Podimata

Neural Information Processing Systems (NeurIPS), 2020.

Yang Liu and Hongyi Guo

International Conference on Machine Learning (ICML), 2020.

https://github.com/UCSC-REAL/PeerLoss

Yang Liu and David P. Helmbold

International Conference on Artificial Intelligence and Statistics (AISTATS), 2020.

Tianyi Luo, Xingyu Li, Hainan Wang and Yang Liu

Findings at Empirical Method in Natural Language Processing (EMNLP), 2020.

https://github.com/pkuluotianyi/PeerRRP

(alphabetical after MG and DV) Michael Gordon, Domenico Viganola, Michael Bishop, Yiling Chen, Anna Dreber, Brandon Goldfedder, Felix Holzmeister, Magnus Johannesson, Yang Liu, Charles Twardy, Juntao Wang and Thomas Pfeiffer

Royal Society Open Science (RSOS), 2020.

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

Artificial Intelligence Journal (AIJ), 2020.

This journal version subsumes our AI Ethics and Society'19 paper.

Jingkang Wang, Yang Liu and Bo Li

AAAI Conference on Artificial Intelligence (AAAI), 2020.

https://github.com/wangjksjtu/rl-perturbed-reward

Yang Liu*, Juntao Wang* and Yiling Chen

ACM Conference on Economics and Computation (ACM EC), 2020.

Wei Tang, Chien-Ju Ho and Yang Liu

International Conference on Autonomous Agents and Multiagent Systems (AAMAS), full paper, 2020.

2019

Berk Ustun, Yang Liu and David Parkes

International Conference on Machine Learning (ICML), 2019.

https://github.com/ustunb/dcptree

Berk Ustun, Alexander Spangher and Yang Liu

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

https://github.com/ustunb/actionable-recourse

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

AI Ethics and Society (AIES), 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.

https://github.com/yangl0320/wager_exp

2018

Zehong Hu, Yitao Liang, Jie Zhang, Zhao Li, and Yang Liu*

Neural Information Processing Systems (NeurIPS), 2018.

https://github.com/vascohu/RLPeerPrediction

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.

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 (FAT-ML), 2017.

2016

Yang Liu and Yiling Chen

Neural Information Processing Systems (NeurIPS), 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 (TNNLS), 2016.

2015

Yang Liu, Mingyan Liu

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

Extended version appeared at IEEE/ACM Transaction on Networkings, 2018.

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.

Extended version appeared at at Handbook of Cognitive Radio, Springer.

2014

Yang Liu, Mingyan Liu

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

Received best application paper award.

Yang Liu, Mingyan Liu and Sahand Haji Ali Ahmad

IEEE Transaction on Information Theory (TIT), 2014.

Miscellaneous

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

Automatica, 2020.

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

USENIX Security, 2018.

Armin Sarabi, Parinaz Naghizadeh, Yang Liu and Mingyan Liu

Journal of Cybersecurity, 2016.

Earlier version appeared at WEIS'15.

Yang Liu, Mingyan Liu

IEEE INFOCOM, 2013.

Extended version appeared at IEEE Transaction on Mobile Computing, 2014.

Yang Liu, Mingyan Liu, Jing Deng

IEEE INFOCOM, 2012.

Extended version appeared at IEEE Journal on Selected Areas in Communications, 2013.