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Graph Intervention Networks for Causal Effect Estimation


Jun 18, 2021
Jean Kaddour, Qi Liu, Yuchen Zhu, Matt J. Kusner, Ricardo Silva


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Leveraging Tripartite Interaction Information from Live Stream E-Commerce for Improving Product Recommendation


Jun 07, 2021
Sanshi Yu, Zhuoxuan Jiang, Dong-Dong Chen, Shanshan Feng, Dongsheng Li, Qi Liu, Jinfeng Yi

* To appear in KDD'21 ADS 

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GraphMI: Extracting Private Graph Data from Graph Neural Networks


Jun 05, 2021
Zaixi Zhang, Qi Liu, Zhenya Huang, Hao Wang, Chengqiang Lu, Chuanren Liu, Enhong Chen

* 7 pages, 6 figures, accepted by IJCAI'21 

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Hybrid attention network based on progressive embedding scale-context for crowd counting


Jun 04, 2021
Fusen Wang, Jun Sang, Zhongyuan Wu, Qi Liu, Nong Sang


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A Survey of Knowledge Tracing


Jun 01, 2021
Qi Liu, Shuanghong Shen, Zhenya Huang, Enhong Chen, Yonghe Zheng

* 20 pages 

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Estimating Fund-Raising Performance for Start-up Projects from a Market Graph Perspective


May 27, 2021
Likang Wu, Zhi Li, Hongke Zhao, Qi Liu, Enhong Chen

* accepted by Pattern Recognition 

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Cardiac Functional Analysis with Cine MRI via Deep Learning Reconstruction


May 17, 2021
Eric Z. Chen, Xiao Chen, Jingyuan Lyu, Qi Liu, Zhongqi Zhang, Yu Ding, Shuheng Zhang, Terrence Chen, Jian Xu, Shanhui Sun

* Presented at ISMRM 2021 as the digital poster 

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XCrossNet: Feature Structure-Oriented Learning for Click-Through Rate Prediction


Apr 22, 2021
Runlong Yu, Yuyang Ye, Qi Liu, Zihan Wang, Chunfeng Yang, Yucheng Hu, Enhong Chen


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Pretraining the Noisy Channel Model for Task-Oriented Dialogue


Mar 18, 2021
Qi Liu, Lei Yu, Laura Rimell, Phil Blunsom

* Accepted to TACL, pre MIT Press publication version 

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PRIN/SPRIN: On Extracting Point-wise Rotation Invariant Features


Feb 24, 2021
Yang You, Yujing Lou, Ruoxi Shi, Qi Liu, Yu-Wing Tai, Lizhuang Ma, Weiming Wang, Cewu Lu


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A Hybrid Bandit Model with Visual Priors for Creative Ranking in Display Advertising


Feb 18, 2021
Shiyao Wang, Qi Liu, Tiezheng Ge, Defu Lian, Zhiqiang Zhang

* To be published in the International World Wide Web Conference (WWW) 2021 

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NewsBERT: Distilling Pre-trained Language Model for Intelligent News Application


Feb 09, 2021
Chuhan Wu, Fangzhao Wu, Yang Yu, Tao Qi, Yongfeng Huang, Qi Liu


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Improving Accuracy and Diversity in Matching of Recommendation with Diversified Preference Network


Feb 07, 2021
Ruobing Xie, Qi Liu, Shukai Liu, Ziwei Zhang, Peng Cui, Bo Zhang, Leyu Lin

* 11 pages, under review 

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Learning the Implicit Semantic Representation on Graph-Structured Data


Jan 16, 2021
Likang Wu, Zhi Li, Hongke Zhao, Qi Liu, Jun Wang, Mengdi Zhang, Enhong Chen

* 16 pages, DASFAA 2021 

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Quality meets Diversity: A Model-Agnostic Framework for Computerized Adaptive Testing


Jan 15, 2021
Haoyang Bi, Haiping Ma, Zhenya Huang, Yu Yin, Qi Liu, Enhong Chen, Yu Su, Shijin Wang

* Accepted by ICDM'2020 

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Multi-Interactive Attention Network for Fine-grained Feature Learning in CTR Prediction


Dec 13, 2020
Kai Zhang, Hao Qian, Qing Cui, Qi Liu, Longfei Li, Jun Zhou, Jianhui Ma, Enhong Chen

* 9 pages, 6 figures, WSDM2021, accepted 

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Reduced Reference Perceptual Quality Model and Application to Rate Control for 3D Point Cloud Compression


Nov 25, 2020
Qi Liu, Hui Yuan, Raouf Hamzaoui, Honglei Su, Junhui Hou, Huan Yang

* 14 figures and 7 tables, submitted to IEEE T IP 

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A Odor Labeling Convolutional Encoder-Decoder for Odor Sensing in Machine Olfaction


Nov 25, 2020
Tengteng Wen, Zhuofeng Mo, Jingshan Li, Qi Liu, Liming Wu, Dehan Luo


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Sampling-Decomposable Generative Adversarial Recommender


Nov 02, 2020
Binbin Jin, Defu Lian, Zheng Liu, Qi Liu, Jianhui Ma, Xing Xie, Enhong Chen

* Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS2020) 

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End-to-end trainable network for degraded license plate detection via vehicle-plate relation mining


Oct 27, 2020
Song-Lu Chen, Shu Tian, Jia-Wei Ma, Qi Liu, Chun Yang, Feng Chen, Xu-Cheng Yin


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An Investigation on Different Underlying Quantization Schemes for Pre-trained Language Models


Oct 14, 2020
Zihan Zhao, Yuncong Liu, Lu Chen, Qi Liu, Rao Ma, Kai Yu

* Accepted to NLPCC 2020 

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Pre-Training by Completing Point Clouds


Oct 02, 2020
Hanchen Wang, Qi Liu, Xiangyu Yue, Joan Lasenby, Matthew J. Kusner


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Conditional Uncorrelation and Efficient Non-approximate Subset Selection in Sparse Regression


Sep 08, 2020
Jianji Wang, Qi Liu, Nanning Zheng


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Future Vector Enhanced LSTM Language Model for LVCSR


Jul 31, 2020
Qi Liu, Yanmin Qian, Kai Yu

* Accepted by ASRU-2017 

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An Investigation on Deep Learning with Beta Stabilizer


Jul 31, 2020
Qi Liu, Tian Tan, Kai Yu

* Accepted by ICSP-2016 

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A Study on Effects of Implicit and Explicit Language Model Information for DBLSTM-CTC Based Handwriting Recognition


Jul 31, 2020
Qi Liu, Lijuan Wang, Qiang Huo

* Accepted by ICDAR-2015 

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A Survey on Sensor Technologies for Unmanned Ground Vehicles


Jul 12, 2020
Qi Liu, Shihua Yuan, Zirui Li

* 9 pages,6 tables 

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ASGN: An Active Semi-supervised Graph Neural Network for Molecular Property Prediction


Jul 07, 2020
Zhongkai Hao, Chengqiang Lu, Zheyuan Hu, Hao Wang, Zhenya Huang, Qi Liu, Enhong Chen, Cheekong Lee

* 9 pages 

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