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Bring Your Own Codegen to Deep Learning Compiler


May 03, 2021
Zhi Chen, Cody Hao Yu, Trevor Morris, Jorn Tuyls, Yi-Hsiang Lai, Jared Roesch, Elliott Delaye, Vin Sharma, Yida Wang


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Supervised Anomaly Detection via Conditional Generative Adversarial Network and Ensemble Active Learning


Apr 24, 2021
Zhi Chen, Jiang Duan, Li Kang, Guoping Qiu


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ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser


Apr 14, 2021
Zhi Chen, Lu Chen, Yanbin Zhao, Ruisheng Cao, Zihan Xu, Su Zhu, Kai Yu

* Accepted at NAACL2021, 11 pages, 4 figures 

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Interpretable Machine Learning: Fundamental Principles and 10 Grand Challenges


Mar 20, 2021
Cynthia Rudin, Chaofan Chen, Zhi Chen, Haiyang Huang, Lesia Semenova, Chudi Zhong


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Cascade Network with Guided Loss and Hybrid Attention for Finding Good Correspondences


Jan 31, 2021
Zhi Chen, Fan Yang, Wenbing Tao

* Accepted by AAAI2021. arXiv admin note: substantial text overlap with arXiv:2007.05706 

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Semantic Disentangling Generalized Zero-Shot Learning


Jan 27, 2021
Zhi Chen, Ruihong Qiu, Sen Wang, Zi Huang, Jingjing Li, Zheng Zhang

* This is not the final version of this paper 

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Semantic Disentangling Generalized Zero-ShotLearning


Jan 20, 2021
Zhi Chen, Ruihong Qiu, Sen Wang, Zi Huang, Jingjing Li, Zheng Zhang

* This is not the final version of this paper 

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Entropy-Based Uncertainty Calibration for Generalized Zero-Shot Learning


Jan 09, 2021
Zhi Chen, Zi Huang, Jingjing Li, Zheng Zhang


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CREDIT: Coarse-to-Fine Sequence Generation for Dialogue State Tracking


Sep 22, 2020
Zhi Chen, Lu Chen, Zihan Xu, Yanbin Zhao, Su Zhu, Kai Yu

* 10 pages, 3 figures 

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Dual Learning for Dialogue State Tracking


Sep 22, 2020
Zhi Chen, Lu Chen, Yanbin Zhao, Su Zhu, Kai Yu

* 7 pages, 4 figures 

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Structured Hierarchical Dialogue Policy with Graph Neural Networks


Sep 22, 2020
Zhi Chen, Xiaoyuan Liu, Lu Chen, Kai Yu

* 10 pages, 4 figures 

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Distributed Structured Actor-Critic Reinforcement Learning for Universal Dialogue Management


Sep 22, 2020
Zhi Chen, Lu Chen, Xiaoyuan Liu, Kai Yu

* 12 pages, 7 figures 

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Deep Reinforcement Learning for On-line Dialogue State Tracking


Sep 22, 2020
Zhi Chen, Lu Chen, Xiang Zhou, Kai Yu

* 10 pages, 5 figures 

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Rethinking Generative Zero-Shot Learning: An Ensemble Learning Perspective for Recognising Visual Patches


Aug 07, 2020
Zhi Chen, Sen Wang, Jingjing Li, Zi Huang

* ACM MM 2020 

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Cascade Network with Guided Loss and Hybrid Attention for Two-view Geometry


Jul 16, 2020
Zhi Chen, Fan Yang, Wenbing Tao


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FilterNet: A Neighborhood Relationship Enhanced Fully Convolutional Network for Calf Muscle Compartment Segmentation


Jun 21, 2020
Zhihui Guo, Honghai Zhang, Zhi Chen, Ellen van der Plas, Laurie Gutmann, Daniel Thedens, Peggy Nopoulos, Milan Sonka


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Nimble: Efficiently Compiling Dynamic Neural Networks for Model Inference


Jun 04, 2020
Haichen Shen, Jared Roesch, Zhi Chen, Wei Chen, Yong Wu, Mu Li, Vin Sharma, Zachary Tatlock, Yida Wang


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Semi-Supervised Text Simplification with Back-Translation and Asymmetric Denoising Autoencoders


Apr 30, 2020
Yanbin Zhao, Lu Chen, Zhi Chen, Kai Yu


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Concept Whitening for Interpretable Image Recognition


Feb 05, 2020
Zhi Chen, Yijie Bei, Cynthia Rudin


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Time-aware Gradient Attack on Dynamic Network Link Prediction


Nov 24, 2019
Jinyin Chen, Jian Zhang, Zhi Chen, Min Du, Feifei Li, Qi Xuan

* 7 pages 

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GLA-Net: An Attention Network with Guided Loss for Mismatch Removal


Sep 28, 2019
Zhi Chen, Fan Yang, Wenbing Tao


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CANZSL: Cycle-Consistent Adversarial Networks for Zero-Shot Learning from Natural Language


Sep 21, 2019
Zhi Chen, Jingjing Li, Yadan Luo, Zi Huang, Yang Yang

* WACV 2020 

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AgentGraph: Towards Universal Dialogue Management with Structured Deep Reinforcement Learning


May 27, 2019
Lu Chen, Zhi Chen, Bowen Tan, Sishan Long, Milica Gasic, Kai Yu

* 14 pages, 8 figures; Accepted by IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING 

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Supervised and Semi-Supervised Deep Neural Networks for CSI-Based Authentication


Jul 25, 2018
Qian Wang, Hang Li, Zhi Chen, Dou Zhao, Shuang Ye, Jiansheng Cai

* This paper has been submitted for possible publication 

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Deep Global-Connected Net With The Generalized Multi-Piecewise ReLU Activation in Deep Learning


Jun 19, 2018
Zhi Chen, Pin-han Ho

* 9 pages, 3 figures and 5 tables 

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Adversarial Feature Matching for Text Generation


Nov 18, 2017
Yizhe Zhang, Zhe Gan, Kai Fan, Zhi Chen, Ricardo Henao, Dinghan Shen, Lawrence Carin

* Accepted by ICML 2017 

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