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De-biased Representation Learning for Fairness with Unreliable Labels


Aug 01, 2022
Yixuan Zhang, Feng Zhou, Zhidong Li, Yang Wang, Fang Chen

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Optimization-Derived Learning with Essential Convergence Analysis of Training and Hyper-training


Jun 16, 2022
Risheng Liu, Xuan Liu, Shangzhi Zeng, Jin Zhang, Yixuan Zhang

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* Accepted by ICML 2022 

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Continuous Speech Separation with Recurrent Selective Attention Network


Oct 28, 2021
Yixuan Zhang, Zhuo Chen, Jian Wu, Takuya Yoshioka, Peidong Wang, Zhong Meng, Jinyu Li

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* Submitted to ICASSP 2022 

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Value-Function-based Sequential Minimization for Bi-level Optimization


Oct 11, 2021
Risheng Liu, Xuan Liu, Shangzhi Zeng, Jin Zhang, Yixuan Zhang

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* 18 pages 

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Bias-Tolerant Fair Classification


Jul 07, 2021
Yixuan Zhang, Feng Zhou, Zhidong Li, Yang Wang, Fang Chen

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Nonlinear Hawkes Processes in Time-Varying System


Jun 09, 2021
Feng Zhou, Quyu Kong, Yixuan Zhang, Cheng Feng, Jun Zhu

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Efficient Inference of Nonparametric Interaction in Spiking-neuron Networks


Jun 23, 2020
Feng Zhou, Yixuan Zhang, Jun Zhu

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Digital Collaborator: Augmenting Task Abstraction in Visualization Design with Artificial Intelligence


Mar 03, 2020
Aditeya Pandey, Yixuan Zhang, John A. Guerra-Gomez, Andrea G. Parker, Michelle A. Borkin

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* This paper has been accepted at CHI 2020 workshop - Workshop on Artificial Intelligence for HCI: A Modern Approach 

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Fine-grained Image-to-Image Transformation towards Visual Recognition


Jan 12, 2020
Wei Xiong, Yutong He, Yixuan Zhang, Wenhan Luo, Lin Ma, Jiebo Luo

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Fashion Editing with Multi-scale Attention Normalization


Jun 03, 2019
Haoye Dong, Xiaodan Liang, Yixuan Zhang, Xujie Zhang, Zhenyu Xie, Bowen Wu, Ziqi Zhang, Xiaohui Shen, Jian Yin

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* 22 pages, 18 figures 

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