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Generative Adversarial Reward Learning for Generalized Behavior Tendency Inference


May 05, 2021
Xiaocong Chen, Lina Yao, Xianzhi Wang, Aixin Sun, Wenjie Zhang, Quan Z. Sheng


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Attribute-Modulated Generative Meta Learning for Zero-Shot Classification


Apr 22, 2021
Yun Li, Zhe Liu, Lina Yao, Xianzhi Wang, Can Wang


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Task Aligned Generative Meta-learning for Zero-shot Learning


Mar 03, 2021
Zhe Liu, Yun Li, Lina Yao, Xianzhi Wang, Guodong Long


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Generative Adversarial U-Net for Domain-free Medical Image Augmentation


Jan 12, 2021
Xiaocong Chen, Yun Li, Lina Yao, Ehsan Adeli, Yu Zhang


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Generative Inverse Deep Reinforcement Learning for Online Recommendation


Nov 04, 2020
Xiaocong Chen, Lina Yao, Aixin Sun, Xianzhi Wang, Xiwei Xu, Liming Zhu


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Knowledge Adaption for Demand Prediction based on Multi-task Memory Neural Network


Sep 12, 2020
Can Li, Lei Bai, Wei Liu, Lina Yao, S Travis Waller

* 10 pages, 6 figures 

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Face to Purchase: Predicting Consumer Choices with Structured Facial and Behavioral Traits Embedding


Jul 14, 2020
Zhe Liu, Xianzhi Wang, Lina Yao, Jake An, Lei Bai, Ee-Peng Lim


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Spectrum-Guided Adversarial Disparity Learning


Jul 14, 2020
Zhe Liu, Lina Yao, Lei Bai, Xianzhi Wang, Can Wang


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Recommender Systems for the Internet of Things: A Survey


Jul 14, 2020
May Altulyan, Lina Yao, Xianzhi Wang, Chaoran Huang, Salil S Kanhere, Quan Z Sheng


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MAMO: Memory-Augmented Meta-Optimization for Cold-start Recommendation


Jul 07, 2020
Manqing Dong, Feng Yuan, Lina Yao, Xiwei Xu, Liming Zhu


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Adaptive Graph Convolutional Recurrent Network for Traffic Forecasting


Jul 06, 2020
Lei Bai, Lina Yao, Can Li, Xianzhi Wang, Can Wang

* 15 pages 

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Momentum Contrastive Learning for Few-Shot COVID-19 Diagnosis from Chest CT Images


Jun 16, 2020
Xiaocong Chen, Lina Yao, Tao Zhou, Jinming Dong, Yu Zhang


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NP-PROV: Neural Processes with Position-Relevant-Only Variances


Jun 15, 2020
Xuesong Wang, Lina Yao, Xianzhi Wang, Feiping Nie

* 10 pages, 5 figures 

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Adversarial Attacks and Detection on Reinforcement Learning-Based Interactive Recommender Systems


Jun 14, 2020
Yuanjiang Cao, Xiaocong Chen, Lina Yao, Xianzhi Wang, Wei Emma Zhang


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Agglomerative Neural Networks for Multi-view Clustering


May 12, 2020
Zhe Liu, Yun Li, Lina Yao, Xianzhi Wang, Feiping Nie


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Deep Conversational Recommender Systems: A New Frontier for Goal-Oriented Dialogue Systems


Apr 28, 2020
Dai Hoang Tran, Quan Z. Sheng, Wei Emma Zhang, Salma Abdalla Hamad, Munazza Zaib, Nguyen H. Tran, Lina Yao, Nguyen Lu Dang Khoa

* 7 pages, 3 figures, 1 table 

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Shape-Oriented Convolution Neural Network for Point Cloud Analysis


Apr 20, 2020
Chaoyi Zhang, Yang Song, Lina Yao, Weidong Cai

* https://www.aaai.org/Papers/AAAI/2020GB/AAAI-ZhangC.4075.pdf 
* 8 pages, 6 figures, AAAI2020 

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Are You A Risk Taker? Adversarial Learning of Asymmetric Cross-Domain Alignment for Risk Tolerance Prediction


Apr 18, 2020
Zhe Liu, Lina Yao, Xianzhi Wang, Lei Bai, Jake An


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Knowledge-guided Deep Reinforcement Learning for Interactive Recommendation


Apr 17, 2020
Xiaocong Chen, Chaoran Huang, Lina Yao, Xianzhi Wang, Wei Liu, Wenjie Zhang


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Residual Attention U-Net for Automated Multi-Class Segmentation of COVID-19 Chest CT Images


Apr 12, 2020
Xiaocong Chen, Lina Yao, Yu Zhang


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Trust in Recommender Systems: A Deep Learning Perspective


Apr 08, 2020
Manqing Dong, Feng Yuan, Lina Yao, Xianzhi Wang, Xiwei Xu, Liming Zhu


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A Multi-view CNN-based Acoustic Classification System for Automatic Animal Species Identification


Feb 23, 2020
Weitao Xu, Xiang Zhang, Lina Yao, Wanli Xue, Bo Wei

* Ad Hoc Networks 2020 

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Deep Learning for Sensor-based Human Activity Recognition: Overview, Challenges and Opportunities


Jan 21, 2020
Kaixuan Chen, Dalin Zhang, Lina Yao, Bin Guo, Zhiwen Yu, Yunhao Liu


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Self-Attention Enhanced Selective Gate with Entity-Aware Embedding for Distantly Supervised Relation Extraction


Nov 27, 2019
Yang Li, Guodong Long, Tao Shen, Tianyi Zhou, Lina Yao, Huan Huo, Jing Jiang

* Accepted to appear at AAAI 2020 

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Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure Detection


Sep 18, 2019
Xiang Zhang, Lina Yao, Manqing Dong, Zhe Liu, Yu Zhang, Yong Li


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Deep Neural Network Hyperparameter Optimization with Orthogonal Array Tuning


Jul 31, 2019
Xiang Zhang, Xiaocong Chen, Lina Yao, Chang Ge, Manqing Dong

* 12 pages 

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Multi-task Generative Adversarial Learning on Geometrical Shape Reconstruction from EEG Brain Signals


Jul 31, 2019
Xiang Zhang, Xiaocong Chen, Manqing Dong, Huan Liu, Chang Ge, Lina Yao

* 12 pages 

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Quaternion Collaborative Filtering for Recommendation


Jun 06, 2019
Shuai Zhang, Lina Yao, Lucas Vinh Tran, Aston Zhang, Yi Tay

* Accepted at IJCAI 2019 

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A Survey on Deep Learning based Brain Computer Interface: Recent Advances and New Frontiers


Jun 04, 2019
Xiang Zhang, Lina Yao, Xianzhi Wang, Jessica Monaghan, David Mcalpine

* 66 pages, summarized more than 230 papers most published in the last five years 

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