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GRN: Generative Rerank Network for Context-wise Recommendation


Apr 07, 2021
Yufei Feng, Binbin Hu, Yu Gong, Fei Sun, Qingwen Liu, Wenwu Ou

* Better read with arXiv:2102.12057. arXiv admin note: text overlap with arXiv:2102.12057 

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Variational Selective Autoencoder: Learning from Partially-Observed Heterogeneous Data


Feb 25, 2021
Yu Gong, Hossein Hajimirsadeghi, Jiawei He, Thibaut Durand, Greg Mori

* International Conference on Artificial Intelligence and Statistics (AISTATS) 2021 

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Revisit Recommender System in the Permutation Prospective


Feb 24, 2021
Yufei Feng, Yu Gong, Fei Sun, Qingwen Liu, Wenwu Ou

* Under the review of the KDD2021 Applied Data Science track 

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Personalized Adaptive Meta Learning for Cold-start User Preference Prediction


Dec 22, 2020
Runsheng Yu, Yu Gong, Xu He, Bo An, Yu Zhu, Qingwen Liu, Wenwu Ou

* Preprint Version 

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Multi-task MR Imaging with Iterative Teacher Forcing and Re-weighted Deep Learning


Nov 27, 2020
Kehan Qi, Yu Gong, Xinfeng Liu, Xin Liu, Hairong Zheng, Shanshan Wang


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Distant Supervision for E-commerce Query Segmentation via Attention Network


Nov 09, 2020
Zhao Li, Donghui Ding, Pengcheng Zou, Yu Gong, Xi Chen, Ji Zhang, Jianliang Gao, Youxi Wu, Yucong Duan


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Balanced Order Batching with Task-Oriented Graph Clustering


Aug 19, 2020
Lu Duan, Haoyuan Hu, Zili Wu, Guozheng Li, Xinhang Zhang, Yu Gong, Yinghui Xu

* 10 pages, 6 figures 

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Parameter Constrained Transfer Learning for Low Dose PET Image Denoising


Oct 13, 2019
Yu Gong, Yueyang Teng, Hongming Shan, Taohui Xiao, Ming Li, Guodong Liang, Ge Wang, Shanshan Wang

* 10 pages and 12 figures 

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Conceptualize and Infer User Needs in E-commerce


Oct 08, 2019
Xusheng Luo, Yonghua Yang, Kenny Q. Zhu, Yu Gong, Keping Yang

* 9 pages, 6 figures. Accepted by CIKM 2019 Applied Research Track 

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Query-based Interactive Recommendation by Meta-Path and Adapted Attention-GRU


Jun 24, 2019
Yu Zhu, Yu Gong, Qingwen Liu, Yingcai Ma, Wenwu Ou, Junxiong Zhu, Beidou Wang, Ziyu Guan, Deng Cai

* 9 pages, 6 figures, submitted to CIKM 2019 Applied Research Track 

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Exact-K Recommendation via Maximal Clique Optimization


May 17, 2019
Yu Gong, Yu Zhu, Lu Duan, Qingwen Liu, Ziyu Guan, Fei Sun, Wenwu Ou, Kenny Q. Zhu

* SIGKDD 2019 

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Multi-Modal Generative Adversarial Network for Short Product Title Generation in Mobile E-Commerce


Apr 03, 2019
Jian-Guo Zhang, Pengcheng Zou, Zhao Li, Yao Wan, Xiuming Pan, Yu Gong, Philip S. Yu

* Accepted by NAACL-HLT 2019. arXiv admin note: substantial text overlap with arXiv:1811.04498 

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Product Title Refinement via Multi-Modal Generative Adversarial Learning


Nov 11, 2018
Jianguo Zhang, Pengcheng Zou, Zhao Li, Yao Wan, Ye Liu, Xiuming Pan, Yu Gong, Philip S. Yu

* Workshop on Visually Grounded Interaction and Language, NIPS, 2018 

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Automatic Generation of Chinese Short Product Titles for Mobile Display


Nov 05, 2018
Yu Gong, Xusheng Luo, Kenny Q. Zhu, Wenwu Ou, Zhao Li, Lu Duan

* IAAI 2019 

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Query Tracking for E-commerce Conversational Search: A Machine Comprehension Perspective


Oct 08, 2018
Yunlun Yang, Yu Gong, Xi Chen

* CIKM 2018 

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A Multi-task Selected Learning Approach for Solving New Type 3D Bin Packing Problem


Aug 09, 2018
Haoyuan Hu, Lu Duan, Yu Gong, Kenny Zhu, Xiaodong Zhang, Yinghui Xu, Jiangwen Wei

* 9 pages, 3 figures. arXiv admin note: text overlap with arXiv:1708.05930 

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Deep Cascade Multi-task Learning for Slot Filling in Chinese E-commerce Shopping Guide Assistant


Apr 04, 2018
Yu Gong, Xusheng Luo, Kenny Q. Zhu, Xi Chen, Wenwu Ou

* Under review 

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Representing Verbs as Argument Concepts


Mar 02, 2018
Yu Gong, Kaiqi Zhao, Kenny Q. Zhu

* 7 pages, 2 figures, AAAI 2016 

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IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models


Feb 22, 2018
Jun Wang, Lantao Yu, Weinan Zhang, Yu Gong, Yinghui Xu, Benyou Wang, Peng Zhang, Dell Zhang

* 12 pages; appendix added 

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