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Heng Yu

, Tsinghua University

Learning to Generalize to More: Continuous Semantic Augmentation for Neural Machine Translation


Apr 14, 2022
Xiangpeng Wei, Heng Yu, Yue Hu, Rongxiang Weng, Weihua Luo, Jun Xie, Rong Jin

* Accepted by ACL 2022 (main conference) 

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GPU-Net: Lightweight U-Net with more diverse features


Jan 07, 2022
Heng Yu, Di Fan, Weihu Song


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Dynamic Texture Recognition using PDV Hashing and Dictionary Learning on Multi-scale Volume Local Binary Pattern


Nov 24, 2021
Ruxin Ding, Jianfeng Ren, Heng Yu, Jiawei Li

* 5 pages, 1 figure 

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eRAKI: Fast Robust Artificial neural networks for K-space Interpolation (RAKI) with Coil Combination and Joint Reconstruction


Jul 07, 2021
Heng Yu, Zijing Dong, Yamin Arefeen, Congyu Liao, Kawin Setsompop, Berkin Bilgic

* accepted by ISMRM2021 as an oral abstract 

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Scan Specific Artifact Reduction in K-space (SPARK) Neural Networks Synergize with Physics-based Reconstruction to Accelerate MRI


Apr 02, 2021
Yamin Arefeen, Onur Beker, Heng Yu, Elfar Adalsteinsson, Berkin Bilgic

* 29 pages, 12 figures 

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Uncertainty-Aware Semantic Augmentation for Neural Machine Translation


Oct 09, 2020
Xiangpeng Wei, Heng Yu, Yue Hu, Rongxiang Weng, Luxi Xing, Weihua Luo

* Accepted to EMNLP 2020, 12 pages, 2 figures, 9 tables 

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On Learning Universal Representations Across Languages


Aug 09, 2020
Xiangpeng Wei, Yue Hu, Rongxiang Weng, Luxi Xing, Heng Yu, Weihua Luo


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Multiscale Collaborative Deep Models for Neural Machine Translation


May 11, 2020
Xiangpeng Wei, Heng Yu, Yue Hu, Yue Zhang, Rongxiang Weng, Weihua Luo

* ACL 2020 

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AR: Auto-Repair the Synthetic Data for Neural Machine Translation


Apr 05, 2020
Shanbo Cheng, Shaohui Kuang, Rongxiang Weng, Heng Yu, Changfeng Zhu, Weihua Luo


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GRET: Global Representation Enhanced Transformer


Feb 24, 2020
Rongxiang Weng, Haoran Wei, Shujian Huang, Heng Yu, Lidong Bing, Weihua Luo, Jiajun Chen

* Accepted by AAAI 2020 

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Acquiring Knowledge from Pre-trained Model to Neural Machine Translation


Dec 04, 2019
Rongxiang Weng, Heng Yu, Shujian Huang, Shanbo Cheng, Weihua Luo


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Improving Neural Machine Translation with Pre-trained Representation


Aug 21, 2019
Rongxiang Weng, Heng Yu, Shujian Huang, Weihua Luo, Jiajun Chen

* In Progress 

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Sequence Generation: From Both Sides to the Middle


Jun 23, 2019
Long Zhou, Jiajun Zhang, Chengqing Zong, Heng Yu

* Accepted by IJCAI 2019 

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Code-Switching for Enhancing NMT with Pre-Specified Translation


May 16, 2019
Kai Song, Yue Zhang, Heng Yu, Weihua Luo, Kun Wang, Min Zhang


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Improving Multilingual Semantic Textual Similarity with Shared Sentence Encoder for Low-resource Languages


Oct 30, 2018
Xin Tang, Shanbo Cheng, Loc Do, Zhiyu Min, Feng Ji, Heng Yu, Ji Zhang, Haiqin Chen


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Agreement-based Learning of Parallel Lexicons and Phrases from Non-Parallel Corpora


Jun 15, 2016
Chunyang Liu, Yang Liu, Huanbo Luan, Maosong Sun, Heng Yu

* Accepted for publication in the Proceedings of ACL 2016 

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