Yang Liu

Yang Liu is a person.

• See: Fairness in AI, Data-Centric Machine Learning, Trustworthy Machine Learning.

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References

• Google Author Page: https://scholar.google.com/citations?user=jKrIVCIAAAAJ
• http://www.yliuu.com/

2024

• (Li et al., 2024) ⇒ Junkai Li, Siyu Wang, Meng Zhang, Weitao Li, Yunghwei Lai, Xinhui Kang, Weizhi Ma, and Yang Liu. (2024). “Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents.” doi:10.48550/arXiv.2405.02957

2020

• (Zhang, Harman et al., 2020) ⇒ Jie M. Zhang, Mark Harman, Lei Ma, and Yang Liu. (2020). “Machine Learning Testing: Survey, Landscapes and Horizons.” In: IEEE Transactions on Software Engineering (Early Access).

2019

• (Liu & Lapata, 2019) ⇒ Yang Liu, and Mirella Lapata. (2019). “Text Summarization with Pretrained Encoders.” doi:10.48550/arXiv.1908.08345
• B Ustun, A Spangher, Y Liu. (2019). "Actionable recourse in linear classification". In: ACM Conference on Fairness, Accountability, and Transparency
• NA Saxena, K Huang, E DeFilippis, G Radanovic, DC Parkes, Y Liu. (2019). "How do fairness definitions fare? Testing public attitudes towards three algorithmic definitions of fairness in loan allocations". In: AAAI Conference on AI, Ethics, and Society

2016

• (Amodei et al., 2016) ⇒ Dario Amodei, Sundaram Ananthanarayanan, Rishita Anubhai, Jingliang Bai, Eric Battenberg, Carl Case, Jared Casper, Bryan Catanzaro, Qiang Cheng, Guoliang Chen, Jie Chen, Jingdong Chen, Zhijie Chen, Mike Chrzanowski, Adam Coates, Greg Diamos, Ke Ding, Niandong Du, Erich Elsen, Jesse Engel, Weiwei Fang, Linxi Fan, Christopher Fougner, Liang Gao, Caixia Gong, Awni Hannun, Tony Han, Lappi Johannes, Bing Jiang, Cai Ju, Billy Jun, Patrick LeGresley, Libby Lin, Junjie Liu, Yang Liu, Weigao Li, Xiangang Li, Dongpeng Ma, Sharan Narang, Andrew Ng, Sherjil Ozair, Yiping Peng, Ryan Prenger, Sheng Qian, Zongfeng Quan, Jonathan Raiman, Vinay Rao, Sanjeev Satheesh, David Seetapun, Shubho Sengupta, Kavya Srinet, Anuroop Sriram, Haiyuan Tang, Liliang Tang, Chong Wang, Jidong Wang, Kaifu Wang, Yi Wang, Zhijian Wang, Zhiqian Wang, Shuang Wu, Likai Wei, Bo Xiao, Wen Xie, Yan Xie, Dani Yogatama, Bin Yuan, Jun Zhan, Zhenyao Zhu. (2016). “Deep Speech 2: End-to-end Speech Recognition in English and Mandarin.” In: Proceedings of the International Conference on Machine Learning (ICML-2016).

2015

• Y Liu, A Sarabi, J Zhang, P Naghizadeh, M Karir, M Bailey, M Liu. (2015). "Cloudy with a chance of breach: Forecasting cyber security incidents." In: 24th USENIX Security Symposium (USENIX Security 15), 1009-1024

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