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Graphine: A Dataset for Graph-aware Terminology Definition Generation


Sep 09, 2021
Zequn Liu, Shukai Wang, Yiyang Gu, Ruiyi Zhang, Ming Zhang, Sheng Wang

* EMNLP 2021 

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Generate & Rank: A Multi-task Framework for Math Word Problems


Sep 07, 2021
Jianhao Shen, Yichun Yin, Lin Li, Lifeng Shang, Xin Jiang, Ming Zhang, Qun Liu

* Findings of EMNLP2021 

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Orthonormal Product Quantization Network for Scalable Face Image Retrieval


Jul 01, 2021
Ming Zhang, Xuefei Zhe, Hong Yan


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DisenHAN: Disentangled Heterogeneous Graph Attention Network for Recommendation


Jun 21, 2021
Yifan Wang, Suyao Tang, Yuntong Lei, Weiping Song, Sheng Wang, Ming Zhang

* Accepted at CIKM2020 

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FNAS: Uncertainty-Aware Fast Neural Architecture Search


May 27, 2021
Jihao Liu, Ming Zhang, Yangting Sun, Boxiao Liu, Guanglu Song, Yu Liu, Hongsheng Li


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IMU Data Processing For Inertial Aided Navigation: A Recurrent Neural Network Based Approach


Mar 26, 2021
Ming Zhang, Mingming Zhang, Yiming Chen, Mingyang Li

* IEEE International Conference on Robotics and Automation (ICRA), Xi'an, China, 2021 

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Improved Deep Classwise Hashing With Centers Similarity Learning for Image Retrieval


Mar 17, 2021
Ming Zhang, Hong Yan

* Accepted at ICPR'20 

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MoG-QSM: Model-based Generative Adversarial Deep Learning Network for Quantitative Susceptibility Mapping


Jan 21, 2021
Ruimin Feng, Jiayi Zhao, He Wang, Baofeng Yang, Jie Feng, Yuting Shi, Ming Zhang, Chunlei Liu, Yuyao Zhang, Jie Zhuang, Hongjiang Wei


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Learning Hybrid Representations for Automatic 3D Vessel Centerline Extraction


Dec 14, 2020
Jiafa He, Chengwei Pan, Can Yang, Ming Zhang, Yang Wang, Xiaowei Zhou, Yizhou Yu

* MICCAI 2020 

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Multi-agent Trajectory Prediction with Fuzzy Query Attention


Oct 29, 2020
Nitin Kamra, Hao Zhu, Dweep Trivedi, Ming Zhang, Yan Liu

* NeurIPS 2020 Camera-ready version. Code: https://github.com/nitinkamra1992/FQA 

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Partial FC: Training 10 Million Identities on a Single Machine


Oct 11, 2020
Xiang An, Xuhan Zhu, Yang Xiao, Lan Wu, Ming Zhang, Yuan Gao, Bin Qin, Debing Zhang, Ying Fu

* 8 pages, 9 figures 

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Rethinking the Extraction and Interaction of Multi-Scale Features for Vessel Segmentation


Oct 09, 2020
Yicheng Wu, Chengwei Pan, Shuqi Wang, Ming Zhang, Yong Xia, Yizhou Yu


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MAFF-Net: Filter False Positive for 3D Vehicle Detection with Multi-modal Adaptive Feature Fusion


Sep 23, 2020
Zehan Zhang, Ming Zhang, Zhidong Liang, Xian Zhao, Ming Yang, Wenming Tan, ShiLiang Pu

* 8 pages, 6 figures 

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RangeRCNN: Towards Fast and Accurate 3D Object Detection with Range Image Representation


Sep 01, 2020
Zhidong Liang, Ming Zhang, Zehan Zhang, Xian Zhao, Shiliang Pu


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Augmented Bi-path Network for Few-shot Learning


Jul 15, 2020
Baoming Yan, Chen Zhou, Bo Zhao, Kan Guo, Jiang Yang, Xiaobo Li, Ming Zhang, Yizhou Wang


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EasyQuant: Post-training Quantization via Scale Optimization


Jun 30, 2020
Di Wu, Qi Tang, Yongle Zhao, Ming Zhang, Ying Fu, Debing Zhang


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Wasserstein Distance guided Adversarial Imitation Learning with Reward Shape Exploration


Jun 05, 2020
Ming Zhang, Yawei Wang, Xiaoteng Ma, Li Xia, Jun Yang, Zhiheng Li, Xiu Li


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When does MAML Work the Best? An Empirical Study on Model-Agnostic Meta-Learning in NLP Applications


May 24, 2020
Zequn Liu, Ruiyi Zhang, Yiping Song, Ming Zhang


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Multi-task Learning via Adaptation to Similar Tasks for Mortality Prediction of Diverse Rare Diseases


May 11, 2020
Luchen Liu, Zequn Liu, Haoxian Wu, Zichang Wang, Jianhao Shen, Yiping Song, Ming Zhang

* 10 pages, 3 Figures, submitted to AMIA Annual Symposium 

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A Graph to Graphs Framework for Retrosynthesis Prediction


Mar 28, 2020
Chence Shi, Minkai Xu, Hongyu Guo, Ming Zhang, Jian Tang


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GraphAF: a Flow-based Autoregressive Model for Molecular Graph Generation


Feb 27, 2020
Chence Shi, Minkai Xu, Zhaocheng Zhu, Weinan Zhang, Ming Zhang, Jian Tang

* Published at ICLR 2020 

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Learning to Answer Ambiguous Questions with Knowledge Graph


Dec 25, 2019
Yikai Zhu, Jianhao Shen, Ming Zhang


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Predictive Multi-level Patient Representations from Electronic Health Records


Nov 12, 2019
Zichang Wang, Haoran Li, Luchen Liu, Haoxian Wu, Ming Zhang


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PoD: Positional Dependency-Based Word Embedding for Aspect Term Extraction


Nov 09, 2019
Yichun Yin, Chenguang Wang, Ming Zhang

* 6 pages, 1 figure, 3 tables 

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Learning to Customize Language Model for Generation-based dialog systems


Oct 31, 2019
Yiping Song, Zequn Liu, Wei Bi, Rui Yan, Ming Zhang


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Early Prediction of Sepsis From Clinical Datavia Heterogeneous Event Aggregation


Oct 14, 2019
Luchen Liu, Haoxian Wu, Zichang Wang, Zequn Liu, Ming Zhang

* 4 pages, 2 figures, Accept by CINC 2019 

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Towards Open-Domain Named Entity Recognition via Neural Correction Models


Sep 13, 2019
Mengdi Zhu, Zheye Deng, Wenhan Xiong, Mo Yu, Ming Zhang, William Yang Wang


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