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Waveform and Beamforming Design for Intelligent Reflecting Surface Aided Wireless Power Transfer: Single-User and Multi-User Solutions


Jan 07, 2021
Zhenyuan Feng, Bruno Clerckx, Yang Zhao

* 30 pages, 14 figures, submitted for publication 

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SmartDeal: Re-Modeling Deep Network Weights for Efficient Inference and Training


Jan 04, 2021
Xiaohan Chen, Yang Zhao, Yue Wang, Pengfei Xu, Haoran You, Chaojian Li, Yonggan Fu, Yingyan Lin, Zhangyang Wang

* arXiv admin note: substantial text overlap with arXiv:2005.03403 

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SDA: Improving Text Generation with Self Data Augmentation


Jan 02, 2021
Ping Yu, Ruiyi Zhang, Yang Zhao, Yizhe Zhang, Chunyuan Li, Changyou Chen


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FracTrain: Fractionally Squeezing Bit Savings Both Temporally and Spatially for Efficient DNN Training


Dec 24, 2020
Yonggan Fu, Haoran You, Yang Zhao, Yue Wang, Chaojian Li, Kailash Gopalakrishnan, Zhangyang Wang, Yingyan Lin

* Accepted at NeurIPS 2020 

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A Comprehensive Survey of 6G Wireless Communications


Dec 21, 2020
Yang Zhao, Wenchao Zhai, Jun Zhao, Tinghao Zhang, Sumei Sun, Dusit Niyato, Kwok-Yan Lam


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Suspicious Massive Registration Detection via Dynamic Heterogeneous Graph Neural Networks


Dec 20, 2020
Susie Xi Rao, Shuai Zhang, Zhichao Han, Zitao Zhang, Wei Min, Mo Cheng, Yinan Shan, Yang Zhao, Ce Zhang

* 8 pages, 1 figure, accepted in the AAAI Workshop on Deep Learning on Graphs 2021 

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ReMP: Rectified Metric Propagation for Few-Shot Learning


Dec 02, 2020
Yang Zhao, Chunyuan Li, Ping Yu, Changyou Chen

* Tech Report, 11 pages 

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Unpaired Image-to-Image Translation via Latent Energy Transport


Dec 01, 2020
Yang Zhao, Changyou Chen

* Technical Report, 15 pages, 16 figures 

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Deinterlacing Network for Early Interlaced Videos


Nov 27, 2020
Yang Zhao, Wei Jia, Ronggang Wang, Xiaoping Liu, Xuesong Gao, Weiqiang Chen, Wen Gao

* 10 pages, 10 figures 

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xFraud: Explainable Fraud Transaction Detection on Heterogeneous Graphs


Nov 24, 2020
Susie Xi Rao, Shuai Zhang, Zhichao Han, Zitao Zhang, Wei Min, Zhiyao Chen, Yinan Shan, Yang Zhao, Ce Zhang

* 15 pages, 3 figures, under review in WWW2021 

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A topological approach to exploring convolutional neural networks


Nov 02, 2020
Yang Zhao, Hao Zhang

* 8 pages, 4 figures, pnas manuscript 

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Deconstruct to Reconstruct a Configurable Evaluation Metric for Open-Domain Dialogue Systems


Nov 01, 2020
Vitou Phy, Yang Zhao, Akiko Aizawa

* 15 pages, 4 figures, 7 tables, Accepted to COLING 2020 

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Q-learning with Language Model for Edit-based Unsupervised Summarization


Oct 09, 2020
Ryosuke Kohita, Akifumi Wachi, Yang Zhao, Ryuki Tachibana

* 14 pages, 4 figures 

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Dynamic Context Selection for Document-level Neural Machine Translation via Reinforcement Learning


Oct 09, 2020
Xiaomian Kang, Yang Zhao, Jiajun Zhang, Chengqing Zong

* Accepted to EMNLP 2020 long paper 

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FaultNet: A Deep Convolutional Neural Network for bearing fault classification


Oct 05, 2020
Rishikesh Magar, Lalit Ghule, Junhan Li, Yang Zhao, Amir Barati Farimani

* 5 figures. Preprint the work is currently under review 

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Structure-Aware Human-Action Generation


Jul 16, 2020
Ping Yu, Yang Zhao, Chunyuan Li, Junsong Yuan, Changyou Chen

* accepted by ECCV 2020 

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Responsive Web User Interface to Recover Training Data from User Gradients in Federated Learning


Jun 08, 2020
Hans Albert Lianto, Yang Zhao, Jun Zhao

* This paper appears in ACM ASIA Conference on Computer and Communications Security (ACMASIACCS) 2020 

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SmartExchange: Trading Higher-cost Memory Storage/Access for Lower-cost Computation


May 08, 2020
Yang Zhao, Xiaohan Chen, Yue Wang, Chaojian Li, Haoran You, Yonggan Fu, Yuan Xie, Zhangyang Wang, Yingyan Lin

* Accepted by 47th International Symposium on Computer Architecture (ISCA'2020) 

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TIMELY: Pushing Data Movements and Interfaces in PIM Accelerators Towards Local and in Time Domain


May 03, 2020
Weitao Li, Pengfei Xu, Yang Zhao, Haitong Li, Yuan Xie, Yingyan Lin

* Accepted by 47th International Symposium on Computer Architecture (ISCA'2020) 

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Discretized Bottleneck in VAE: Posterior-Collapse-Free Sequence-to-Sequence Learning


Apr 22, 2020
Yang Zhao, Ping Yu, Suchismit Mahapatra, Qinliang Su, Changyou Chen


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Local Differential Privacy based Federated Learning for Internet of Things


Apr 19, 2020
Yang Zhao, Jun Zhao, Mengmeng Yang, Teng Wang, Ning Wang, Lingjuan Lyu, Dusit Niyato, Kwok Yan Lam


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Feature Quantization Improves GAN Training


Apr 05, 2020
Yang Zhao, Chunyuan Li, Ping Yu, Jianfeng Gao, Changyou Chen

* The first two authors contributed equally to this manuscript. Code: https://github.com/YangNaruto/FQ-GAN 

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Dual-discriminator GAN: A GAN way of profile face recognition


Mar 20, 2020
Xinyu Zhang, Yang Zhao, Hao Zhang


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A New MRAM-based Process In-Memory Accelerator for Efficient Neural Network Training with Floating Point Precision


Mar 02, 2020
Hongjie Wang, Yang Zhao, Chaojian Li, Yue Wang, Yingyan Lin

* Accepted by the IEEE International Symposium on Circuits and Systems 2020 (ISCAS'2020) 

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DNN-Chip Predictor: An Analytical Performance Predictor for DNN Accelerators with Various Dataflows and Hardware Architectures


Feb 26, 2020
Yang Zhao, Chaojian Li, Yue Wang, Pengfei Xu, Yongan Zhang, Yingyan Lin

* Accepted by 45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP'2020) 

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Where Does It Exist: Spatio-Temporal Video Grounding for Multi-Form Sentences


Feb 25, 2020
Zhu Zhang, Zhou Zhao, Yang Zhao, Qi Wang, Huasheng Liu, Lianli Gao

* This paper is accepted by CVPR 2020 

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AutoDNNchip: An Automated DNN Chip Predictor and Builder for Both FPGAs and ASICs


Jan 06, 2020
Pengfei Xu, Xiaofan Zhang, Cong Hao, Yang Zhao, Yongan Zhang, Yue Wang, Chaojian Li, Zetong Guan, Deming Chen, Yingyan Lin

* Accepted by 28th ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA'2020) 

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