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Learning Multi-granularity User Intent Unit for Session-based Recommendation


Jan 10, 2022
Jiayan Guo, Yaming Yang, Xiangchen Song, Yuan Zhang, Yujing Wang, Jing Bai, Yan Zhang


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Modeling Multi-granularity User Intent Evolving via Heterogeneous Graph Neural Networks for Session-based Recommendation


Jan 02, 2022
Jiayan Guo, Yaming Yang, Xiangchen Song, Yuan Zhang, Yujing Wang, Jing Bai, Yan Zhang


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Multimodal Dialogue Response Generation


Oct 16, 2021
Qingfeng Sun, Yujing Wang, Can Xu, Kai Zheng, Yaming Yang, Huang Hu, Fei Xu, Jessica Zhang, Xiubo Geng, Daxin Jiang

* This paper has been submitted before 15th October @ 11:59pm AOE(UTC -12) 

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WRENCH: A Comprehensive Benchmark for Weak Supervision


Oct 11, 2021
Jieyu Zhang, Yue Yu, Yinghao Li, Yujing Wang, Yaming Yang, Mao Yang, Alexander Ratner

* NeurIPS 2021 Datasets and Benchmarks Track 

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Creating Training Sets via Weak Indirect Supervision


Oct 07, 2021
Jieyu Zhang, Bohan Wang, Xiangchen Song, Yujing Wang, Yaming Yang, Jing Bai, Alexander Ratner

* 40 pages 

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Graph Pointer Neural Networks


Oct 03, 2021
Tianmeng Yang, Yujing Wang, Zhihan Yue, Yaming Yang, Yunhai Tong, Jing Bai


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Attentive Knowledge-aware Graph Convolutional Networks with Collaborative Guidance for Recommendation


Sep 05, 2021
Yankai Chen, Yaming Yang, Yujing Wang, Jing Bai, Xiangchen Song, Irwin King


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Graph Attention Networks with LSTM-based Path Reweighting


Jun 21, 2021
Jianpeng Chen, Yujing Wang, Ming Zeng, Zongyi Xiang, Yazhou Ren

* 15 pages with 10 figures, submitted to NeurlPS 2021 

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Learning Timestamp-Level Representations for Time Series with Hierarchical Contrastive Loss


Jun 19, 2021
Zhihan Yue, Yujing Wang, Juanyong Duan, Tianmeng Yang, Congrui Huang, Bixiong Xu

* 20 pages, 6 figures 

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Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting


Mar 13, 2021
Defu Cao, Yujing Wang, Juanyong Duan, Ce Zhang, Xia Zhu, Conguri Huang, Yunhai Tong, Bixiong Xu, Jing Bai, Jie Tong, Qi Zhang

* Accepted by NeurIPS 2020. 20 pages, 7 figures 

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Syntax-BERT: Improving Pre-trained Transformers with Syntax Trees


Mar 07, 2021
Jiangang Bai, Yujing Wang, Yiren Chen, Yaming Yang, Jing Bai, Jing Yu, Yunhai Tong

* EACL2021 

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Evolving Attention with Residual Convolutions


Feb 20, 2021
Yujing Wang, Yaming Yang, Jiangang Bai, Mingliang Zhang, Jing Bai, Jing Yu, Ce Zhang, Gao Huang, Yunhai Tong


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AutoADR: Automatic Model Design for Ad Relevance


Oct 14, 2020
Yiren Chen, Yaming Yang, Hong Sun, Yujing Wang, Yu Xu, Wei Shen, Rong Zhou, Yunhai Tong, Jing Bai, Ruofei Zhang

* CIKM 2020 

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Multivariate Time-series Anomaly Detection via Graph Attention Network


Sep 04, 2020
Hang Zhao, Yujing Wang, Juanyong Duan, Congrui Huang, Defu Cao, Yunhai Tong, Bixiong Xu, Jing Bai, Jie Tong, Qi Zhang

* Accepted by ICDM 2020. 10 pages 

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Cross-modal Knowledge Reasoning for Knowledge-based Visual Question Answering


Aug 31, 2020
Jing Yu, Zihao Zhu, Yujing Wang, Weifeng Zhang, Yue Hu, Jianlong Tan

* Accepted at Pattern Recognition 

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Automated Model Selection for Time-Series Anomaly Detection


Aug 25, 2020
Yuanxiang Ying, Juanyong Duan, Chunlei Wang, Yujing Wang, Congrui Huang, Bixiong Xu


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Mucko: Multi-Layer Cross-Modal Knowledge Reasoning for Fact-based Visual Question Answering


Jun 17, 2020
Zihao Zhu, Jing Yu, Yujing Wang, Yajing Sun, Yue Hu, Qi Wu

* Accepted by IJCAI 2020. SOLE copyright holder is IJCAI (international Joint Conferences on Artificial Intelligence) 

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Improving BERT with Self-Supervised Attention


Apr 29, 2020
Xiaoyu Kou, Yaming Yang, Yujing Wang, Ce Zhang, Yiren Chen, Yunhai Tong, Yan Zhang, Jing Bai


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LadaBERT: Lightweight Adaptation of BERT through Hybrid Model Compression


Apr 08, 2020
Yihuan Mao, Yujing Wang, Chufan Wu, Chen Zhang, Yang Wang, Yaming Yang, Quanlu Zhang, Yunhai Tong, Jing Bai


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Deeper Insights into Weight Sharing in Neural Architecture Search


Jan 06, 2020
Yuge Zhang, Zejun Lin, Junyang Jiang, Quanlu Zhang, Yujing Wang, Hui Xue, Chen Zhang, Yaming Yang


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TextNAS: A Neural Architecture Search Space tailored for Text Representation


Dec 23, 2019
Yujing Wang, Yaming Yang, Yiren Chen, Jing Bai, Ce Zhang, Guinan Su, Xiaoyu Kou, Yunhai Tong, Mao Yang, Lidong Zhou


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Customized Graph Embedding: Tailoring the Embedding Vector to a Specific Application


Nov 21, 2019
Bitan Hou, Yujing Wang, Ming Zeng, Shan Jiang, Ole J. Mengshoel, Yunhai Tong, Jing Bai

* 7+1pages, submitted to ECAI2020, the first three authors contributed equally to this paper, work was partially done when Bitan visited MSRA 

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An Anatomy of Graph Neural Networks Going Deep via the Lens of Mutual Information: Exponential Decay vs. Full Preservation


Oct 22, 2019
Nezihe Merve Gürel, Hansheng Ren, Yujing Wang, Hui Xue, Yaming Yang, Ce Zhang

* 19 pages, 6 figures, 6 tables 

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Time-Series Anomaly Detection Service at Microsoft


Jun 10, 2019
Hansheng Ren, Bixiong Xu, Yujing Wang, Chao Yi, Congrui Huang, Xiaoyu Kou, Tony Xing, Mao Yang, Jie Tong, Qi Zhang

* KDD 2019 

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A Right-of-Way Based Strategy to Implement Safe and Efficient Driving at Non-Signalized Intersections for Automated Vehicles


Apr 22, 2019
Yadong Xing, Can Zhao, ZhiHeng Li, Yi Zhang, Li Li, Fei-Yue Wang, Xiao Wang, Yujing Wang, Yuelong Su, Dongpu Cao

* 6 pages, 7 figures 

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