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Findings of the WMT 2022 Shared Task on Translation Suggestion


Nov 30, 2022
Zhen Yang, Fandong Meng, Yingxue Zhang, Ernan Li, Jie Zhou

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* 8 pages, EMNLP2022, WMT2022, Translatio Suggestion Shared Task 

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Sub-Graph Learning for Spatiotemporal Forecasting via Knowledge Distillation


Nov 17, 2022
Mehrtash Mehrabi, Yingxue Zhang

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Intent-aware Multi-source Contrastive Alignment for Tag-enhanced Recommendation


Nov 11, 2022
Haolun Wu, Yingxue Zhang, Chen Ma, Wei Guo, Ruiming Tang, Xue Liu, Mark Coates

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* 14 pages, 9 figures, 3 tables 

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DyG2Vec: Representation Learning for Dynamic Graphs with Self-Supervision


Oct 30, 2022
Mohammad Ali Alomrani, Mahdi Biparva, Yingxue Zhang, Mark Coates

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OptEmbed: Learning Optimal Embedding Table for Click-through Rate Prediction


Aug 09, 2022
Fuyuan Lyu, Xing Tang, Hong Zhu, Huifeng Guo, Yingxue Zhang, Ruiming Tang, Xue Liu

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* Accepted by CIKM 2022 Research Track 

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Coarse-to-Fine Knowledge-Enhanced Multi-Interest Learning Framework for Multi-Behavior Recommendation


Aug 05, 2022
Chang Meng, Ziqi Zhao, Wei Guo, Yingxue Zhang, Haolun Wu, Chen Gao, Dong Li, Xiu Li, Ruiming Tang

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* The self-attention mechanism should be contained in FBC and SRR is a part of CIE, but we does not do this in our previous code implementation, thus we redid the experiment and updated the experimental results, and tested the significance of the ablation experiment. Besides, we corrected some of the experimental details 

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Adapting Triplet Importance of Implicit Feedback for Personalized Recommendation


Aug 05, 2022
Haolun Wu, Chen Ma, Yingxue Zhang, Xue Liu, Ruiming Tang, Mark Coates

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* 11 pages, 7 figures 

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Node Copying: A Random Graph Model for Effective Graph Sampling


Aug 04, 2022
Florence Regol, Soumyasundar Pal, Jianing Sun, Yingxue Zhang, Yanhui Geng, Mark Coates

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* Signal Processing, Volume 192, March 2022, 108335 

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Learning Binarized Graph Representations with Multi-faceted Quantization Reinforcement for Top-K Recommendation


Jun 05, 2022
Yankai Chen, Huifeng Guo, Yingxue Zhang, Chen Ma, Ruiming Tang, Jingjie Li, Irwin King

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* Accepted by SIGKDD 2022 

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Physics Constrained Flow Neural Network for Short-Timescale Predictions in Data Communications Networks


Dec 23, 2021
Xiangle Cheng, James He, Shihan Xiao, Yingxue Zhang, Zhitang Chen, Pascal Poupart, Fenglin Li

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