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Neighborhood Region Smoothing Regularization for Finding Flat Minima In Deep Neural Networks

Jan 16, 2022
Yang Zhao, Hao Zhang

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Equivalence between algorithmic instability and transition to replica symmetry breaking in perceptron learning systems

Nov 26, 2021
Yang Zhao, Junbin Qiu, Mingshan Xie, Haiping Huang

* 20 pages, 1 figures, submitted to Fundamental Research 

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Graph Neural Networks in Real-Time Fraud Detection with Lambda Architecture

Oct 09, 2021
Mingxuan Lu, Zhichao Han, Zitao Zhang, Yang Zhao, Yinan Shan

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Multi-frame Joint Enhancement for Early Interlaced Videos

Sep 29, 2021
Yang Zhao, Yanbo Ma, Yuan Chen, Wei Jia, Ronggang Wang, Xiaoping Liu

* 12 pages, 14 figures 

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2-in-1 Accelerator: Enabling Random Precision Switch for Winning Both Adversarial Robustness and Efficiency

Sep 21, 2021
Yonggan Fu, Yang Zhao, Qixuan Yu, Chaojian Li, Yingyan Lin

* Accepted at MICRO 2021 

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Multi-Scale Context Aggregation Network with Attention-Guided for Crowd Counting

Apr 06, 2021
Xin Wang, Yang Zhao, Tangwen Yang, Qiuqi Ruan

* ICSP2020 

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Analyzing and Quantifying Generalization in Convolutional Neural Networks

Apr 02, 2021
Yang Zhao, Hao Zhang

* iccv submission 

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Super-Resolving Compressed Video in Coding Chain

Mar 26, 2021
Dewang Hou, Yang Zhao, Yuyao Ye, Jiayu Yang, Jian Zhang, Ronggang Wang

* Technical report 

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HW-NAS-Bench:Hardware-Aware Neural Architecture Search Benchmark

Mar 19, 2021
Chaojian Li, Zhongzhi Yu, Yonggan Fu, Yongan Zhang, Yang Zhao, Haoran You, Qixuan Yu, Yue Wang, Yingyan Lin

* Accepted at ICLR 2021 (Spotlight) 

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Quantitative Effectiveness Assessment and Role Categorization of Individual Units in Convolutional Neural Networks

Mar 17, 2021
Yang Zhao, Hao Zhang

* ICML submission 

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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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