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Understanding Instance-Level Impact of Fairness Constraints



Jialu Wang , Xin Eric Wang , Yang Liu

* 17 pages, 6 figures, ICML 2022 

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Video Activity Localisation with Uncertainties in Temporal Boundary



Jiabo Huang , Hailin Jin , Shaogang Gong , Yang Liu


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SDF-StyleGAN: Implicit SDF-Based StyleGAN for 3D Shape Generation



Xin-Yang Zheng , Yang Liu , Peng-Shuai Wang , Xin Tong

* Accepted to Computer Graphics Forum (SGP), 2022 

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LPCSE: Neural Speech Enhancement through Linear Predictive Coding



Yang Liu , Na Tang , Xiaoli Chu , Yang Yang , Jun Wang


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FedSSO: A Federated Server-Side Second-Order Optimization Algorithm



Xin Ma , Renyi Bao , Jinpeng Jiang , Yang Liu , Arthur Jiang , Jun Yan , Xin Liu , Zhisong Pan


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Metric-Fair Classifier Derandomization



Jimmy Wu , Yatong Chen , Yang Liu

* Proceedings of ICML 2022 

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Enhanced Knowledge Selection for Grounded Dialogues via Document Semantic Graphs



Sha Li , Madhi Namazifar , Di Jin , Mohit Bansal , Heng Ji , Yang Liu , Dilek Hakkani-Tur

* NAACL 2022. Please refer to https://www.amazon.science/publications/enhanced-knowledge-selection-for-grounded-dialogues-via-document-semantic-graphs for code and resources 

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To Aggregate or Not? Learning with Separate Noisy Labels



Jiaheng Wei , Zhaowei Zhu , Tianyi Luo , Ehsan Amid , Abhishek Kumar , Yang Liu

* Paper under Review 

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AS2T: Arbitrary Source-To-Target Adversarial Attack on Speaker Recognition Systems



Guangke Chen , Zhe Zhao , Fu Song , Sen Chen , Lingling Fan , Yang Liu


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Hybrid Models for Mixed Variables in Bayesian Optimization



Hengrui Luo , Younghyun Cho , James W. Demmel , Xiaoye S. Li , Yang Liu

* 56 pages, 22 Figures 

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