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Shuffle-QUDIO: accelerate distributed VQE with trainability enhancement and measurement reduction


Sep 26, 2022
Yang Qian, Yuxuan Du, Dacheng Tao


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The BUCEA Speaker Diarization System for the VoxCeleb Speaker Recognition Challenge 2022


Sep 20, 2022
Ruohua Zhou, Yuxuan Du, Chenlei Hu


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Symmetric Pruning in Quantum Neural Networks


Aug 30, 2022
Xinbiao Wang, Junyu Liu, Tongliang Liu, Yong Luo, Yuxuan Du, Dacheng Tao


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Recent Advances for Quantum Neural Networks in Generative Learning


Jun 07, 2022
Jinkai Tian, Xiaoyu Sun, Yuxuan Du, Shanshan Zhao, Qing Liu, Kaining Zhang, Wei Yi, Wanrong Huang, Chaoyue Wang, Xingyao Wu, Min-Hsiu Hsieh, Tongliang Liu, Wenjing Yang, Dacheng Tao

* The first two authors contributed equally to this work 

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MSR: Making Self-supervised learning Robust to Aggressive Augmentations


Jun 04, 2022
Yingbin Bai, Erkun Yang, Zhaoqing Wang, Yuxuan Du, Bo Han, Cheng Deng, Dadong Wang, Tongliang Liu


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Theory of Quantum Generative Learning Models with Maximum Mean Discrepancy


May 10, 2022
Yuxuan Du, Zhuozhuo Tu, Bujiao Wu, Xiao Yuan, Dacheng Tao

* 28 pages, 9 figures 

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Efficient and practical quantum compiler towards multi-qubit systems with deep reinforcement learning


Apr 14, 2022
Qiuhao Chen, Yuxuan Du, Qi Zhao, Yuling Jiao, Xiliang Lu, Xingyao Wu


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DyRep: Bootstrapping Training with Dynamic Re-parameterization


Mar 24, 2022
Tao Huang, Shan You, Bohan Zhang, Yuxuan Du, Fei Wang, Chen Qian, Chang Xu

* Accepted to CVPR 2022 

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Do We Need to Penalize Variance of Losses for Learning with Label Noise?


Jan 30, 2022
Yexiong Lin, Yu Yao, Yuxuan Du, Jun Yu, Bo Han, Mingming Gong, Tongliang Liu


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On exploring practical potentials of quantum auto-encoder with advantages


Jun 29, 2021
Yuxuan Du, Dacheng Tao


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