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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Prototype Propagation Networks (PPN) for Weakly-supervised Few-shot Learning on Category Graph

Jun 02, 2019
Lu Liu, Tianyi Zhou, Guodong Long, Jing Jiang, Lina Yao, Chengqi Zhang

* Accepted to IJCAI 2019, Code is publicly available at: https://github.com/liulu112601/PPN 

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DARec: Deep Domain Adaptation for Cross-Domain Recommendation via Transferring Rating Patterns

May 26, 2019
Feng Yuan, Lina Yao, Boualem Benatallah


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DeepRec: An Open-source Toolkit for Deep Learning based Recommendation

May 25, 2019
Shuai Zhang, Yi Tay, Lina Yao, Bin Wu, Aixin Sun

* Accepted by IJCAI-2019 Demonstrations Track 

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Quaternion Knowledge Graph Embedding

May 25, 2019
Shuai Zhang, Yi Tay, Lina Yao, Qi Liu

* Work in progress 

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STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting

May 24, 2019
Lei Bai, Lina Yao, Salil. S Kanhere, Xianzhi Wang, Quan. Z Sheng

* 7 pages 

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Multi-agent Attentional Activity Recognition

May 22, 2019
Kaixuan Chen, Lina Yao, Dalin Zhang, Bin Guo, Zhiwen Yu

* Accepted by IJCAI 2019 

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Adversarial Variational Embedding for Robust Semi-supervised Learning

May 08, 2019
Xiang Zhang, Lina Yao, Feng Yuan

* 9 pages, Accepted by Research Track in KDD 2019 

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Distributionally Robust Semi-Supervised Learning for People-Centric Sensing

Nov 12, 2018
Kaixuan Chen, Lina Yao, Dalin Zhang, Xiaojun Chang, Guodong Long, Sen Wang

* 8 pages, accepted by AAAI2019 

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GrCAN: Gradient Boost Convolutional Autoencoder with Neural Decision Forest

Jun 24, 2018
Manqing Dong, Lina Yao, Xianzhi Wang, Boualem Benatallah, Shuai Zhang


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Interpretable Parallel Recurrent Neural Networks with Convolutional Attentions for Multi-Modality Activity Modeling

May 17, 2018
Kaixuan Chen, Lina Yao, Xianzhi Wang, Dalin Zhang, Tao Gu, Zhiwen Yu, Zheng Yang

* arXiv admin note: substantial text overlap with arXiv:1711.07661 

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Opinion Fraud Detection via Neural Autoencoder Decision Forest

May 09, 2018
Manqing Dong, Lina Yao, Xianzhi Wang, Boualem Benatallah, Chaoran Huang, Xiaodong Ning


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Multi-modality Sensor Data Classification with Selective Attention

May 01, 2018
Xiang Zhang, Lina Yao, Chaoran Huang, Sen Wang, Mingkui Tan, Guodong Long, Can Wang


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