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Boosting Discriminative Visual Representation Learning with Scenario-Agnostic Mixup


Nov 30, 2021
Siyuan Li, Zicheng Liu, Di Wu, Zihan Liu, Stan Z. Li

* Preprint under review. 8 pages main body, 6 pages appendix, 3 pages reference 

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Environment-Aware Beam Selection for IRS-Aided Communication with Channel Knowledge Map


Nov 22, 2021
Dingyang Ding, Di Wu, Yong Zeng, Shi Jin, Rui Zhang


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ModelLight: Model-Based Meta-Reinforcement Learning for Traffic Signal Control


Nov 15, 2021
Xingshuai Huang, Di Wu, Michael Jenkin, Benoit Boulet


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FedFly: Towards Migration in Edge-based Distributed Federated Learning


Nov 02, 2021
Rehmat Ullah, Di Wu, Paul Harvey, Peter Kilpatrick, Ivor Spence, Blesson Varghese

* 7 pages, 5 figures 

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GenURL: A General Framework for Unsupervised Representation Learning


Oct 27, 2021
Siyuan Li, Zelin Zang, Di Wu, Zhiyuan Chen, Stan Z. Li

* Preprint with 11 pages, 6 figures 

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C$^2$SP-Net: Joint Compression and Classification Network for Epilepsy Seizure Prediction


Oct 26, 2021
Di Wu, Yi Shi, Ziyu Wang, Jie Yang, Mohamad Sawan


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WenetSpeech: A 10000+ Hours Multi-domain Mandarin Corpus for Speech Recognition


Oct 18, 2021
Binbin Zhang, Hang Lv, Pengcheng Guo, Qijie Shao, Chao Yang, Lei Xie, Xin Xu, Hui Bu, Xiaoyu Chen, Chenchen Zeng, Di Wu, Zhendong Peng


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Improving Neural Machine Translation by Bidirectional Training


Sep 16, 2021
Liang Ding, Di Wu, Dacheng Tao

* EMNLP 2021. arXiv admin note: text overlap with arXiv:2107.11572 

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The USYD-JD Speech Translation System for IWSLT 2021


Jul 24, 2021
Liang Ding, Di Wu, Dacheng Tao

* IWSLT 2021 winning system of the low-resource speech translation track 

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Time Series Anomaly Detection for Smart Grids: A Survey


Jul 16, 2021
Jiuqi, Zhang, Di Wu, Benoit Boulet

* 6 pages; Preprint Submitted to IEEE Canadian Electrical Power and Energy Conference (EPEC2021) 

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FedAdapt: Adaptive Offloading for IoT Devices in Federated Learning


Jul 09, 2021
Di Wu, Rehmat Ullah, Paul Harvey, Peter Kilpatrick, Ivor Spence, Blesson Varghese

* 13 pages 

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U2++: Unified Two-pass Bidirectional End-to-end Model for Speech Recognition


Jul 07, 2021
Di Wu, Binbin Zhang, Chao Yang, Zhendong Peng, Wenjing Xia, Xiaoyu Chen, Xin Lei


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Optimizing the Numbers of Queries and Replies in Federated Learning with Differential Privacy


Jul 05, 2021
Yipeng Zhou, Xuezheng Liu, Yao Fu, Di Wu, Chao Li, Shui Yu


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Align Yourself: Self-supervised Pre-training for Fine-grained Recognition via Saliency Alignment


Jun 30, 2021
Di Wu, Siyuan Li, Zelin Zang, Kai Wang, Lei Shang, Baigui Sun, Hao Li, Stan Z. Li


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Unsupervised Deep Manifold Attributed Graph Embedding


Apr 27, 2021
Zelin Zang, Siyuan Li, Di Wu, Jianzhu Guo, Yongjie Xu, Stan Z. Li

* arXiv admin note: text overlap with arXiv:2007.01594 by other authors 

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Software-Defined Edge Computing: A New Architecture Paradigm to Support IoT Data Analysis


Apr 26, 2021
Di Wu, Xiaofeng Xie, Xiang Ni, Bin Fu, Hanhui Deng, Haibo Zeng, Zhijin Qin


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Bridging the Gap Between Clean Data Training and Real-World Inference for Spoken Language Understanding


Apr 13, 2021
Di Wu, Yiren Chen, Liang Ding, Dacheng Tao

* Work in progress 

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Representation range needs for 16-bit neural network training


Apr 06, 2021
Valentina Popescu, Abhinav Venigalla, Di Wu, Robert Schreiber

* 7 pages, 3 figures, 4 tables; conference 

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AutoMix: Unveiling the Power of Mixup


Mar 24, 2021
Zicheng Liu, Siyuan Li, Di Wu, Zhiyuan Chen, Lirong Wu, Jianzhu Guo, Stan Z. Li

* The first version of AutoMix. 13 pages, 11 figures 

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Measuring Discrimination to Boost Comparative Testing for Multiple Deep Learning Models


Mar 09, 2021
Linghan Meng, Yanhui Li, Lin Chen, Zhi Wang, Di Wu, Yuming Zhou, Baowen Xu

* ICSE'2021 

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SLUA: A Super Lightweight Unsupervised Word Alignment Model via Cross-Lingual Contrastive Learning


Mar 07, 2021
Di Wu, Liang Ding, Shuo Yang, Dacheng Tao

* Work in progress 

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Environment-Aware and Training-Free Beam Alignment for mmWave Massive MIMO via Channel Knowledge Map


Feb 19, 2021
Di Wu, Yong Zeng, Shi jin, Rui Zhang


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WeNet: Production First and Production Ready End-to-End Speech Recognition Toolkit


Feb 02, 2021
Binbin Zhang, Di Wu, Chao Yang, Xiaoyu Chen, Zhendong Peng, Xiangming Wang, Zhuoyuan Yao, Xiong Wang, Fan Yu, Lei Xie, Xin Lei

* 5 pages, 2 figures, 4 tables 

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On the Practicality of Differential Privacy in Federated Learning by Tuning Iteration Times


Jan 11, 2021
Yao Fu, Yipeng Zhou, Di Wu, Shui Yu, Yonggang Wen, Chao Li


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Unified Streaming and Non-streaming Two-pass End-to-end Model for Speech Recognition


Dec 10, 2020
Binbin Zhang, Di Wu, Zhuoyuan Yao, Xiong Wang, Fan Yu, Chao Yang, Liyong Guo, Yaguang Hu, Lei Xie, Xin Lei


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Context-Aware Cross-Attention for Non-Autoregressive Translation


Nov 02, 2020
Liang Ding, Longyue Wang, Di Wu, Dacheng Tao, Zhaopeng Tu

* To appear in COLING 2020 

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