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PC-GAIN: Pseudo-label Conditional Generative Adversarial Imputation Networks for Incomplete Data

Nov 16, 2020
Yufeng Wang, Dan Li, Xiang Li, Min Yang

* 16pages 

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Cross-lingual Machine Reading Comprehension with Language Branch Knowledge Distillation

Oct 27, 2020
Junhao Liu, Linjun Shou, Jian Pei, Ming Gong, Min Yang, Daxin Jiang

* Accepted as long paper in COLING 2020 

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Theory-Oriented Deep Leakage from Gradients via Linear Equation Solver

Oct 26, 2020
Xudong Pan, Mi Zhang, Yifan Yan, Jiaming Zhu, Min Yang

* Work in progress 

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BERT-EMD: Many-to-Many Layer Mapping for BERT Compression with Earth Mover's Distance

Oct 13, 2020
Jianquan Li, Xiaokang Liu, Honghong Zhao, Ruifeng Xu, Min Yang, Yaohong Jin

* EMNLP 2020 

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Improve Adversarial Robustness via Weight Penalization on Classification Layer

Oct 08, 2020
Cong Xu, Dan Li, Min Yang

* 22 pages, 10 figures, 43 references 

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Semi-Supervised Recognition under a Noisy and Fine-grained Dataset

Jun 18, 2020
Cheng Cui, Zhi Ye, Yangxi Li, Xinjian Li, Min Yang, Kai Wei, Bing Dai, Yanmei Zhao, Zhongji Liu, Rong Pang

* 5 pages, 3 figures, 3 tables 

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A Generic Network Compression Framework for Sequential Recommender Systems

May 26, 2020
Yang Sun, Fajie Yuan, Min Yang, Guoao Wei, Zhou Zhao, Duo Liu

* Accepted by SIGIR2020 

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Convolutional Hierarchical Attention Network for Query-Focused Video Summarization

Feb 15, 2020
Shuwen Xiao, Zhou Zhao, Zijian Zhang, Xiaohui Yan, Min Yang

* Accepted by AAAI 2020 Conference 

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Discovering Protagonist of Sentiment with Aspect Reconstructed Capsule Network

Jan 20, 2020
Chi Xu, Hao Feng, Guoxin Yu, Min Yang, Xiting Wang, Xiang Ao

* 7pages, 3figures 

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Improving Knowledge-aware Dialogue Generation via Knowledge Base Question Answering

Dec 16, 2019
Jian Wang, Junhao Liu, Wei Bi, Xiaojiang Liu, Kejing He, Ruifeng Xu, Min Yang

* Accepted by AAAI-2020 

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A Fast deflation Method for Sparse Principal Component Analysis via Subspace Projections

Dec 06, 2019
Cong Xu, Min Yang, Jin Zhang

* 4 figures, 2 tables 

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Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering

Nov 22, 2019
Yang Deng, Wai Lam, Yuexiang Xie, Daoyuan Chen, Yaliang Li, Min Yang, Ying Shen

* Accepted by AAAI 2020 (oral) 

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An Empirical Evaluation of Multi-task Learning in Deep Neural Networks for Natural Language Processing

Aug 16, 2019
Jianquan Li, Xiaokang Liu, Wenpeng Yin, Min Yang, Liqun Ma


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Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications

Jun 06, 2019
Wei Zhao, Haiyun Peng, Steffen Eger, Erik Cambria, Min Yang

* 11 pages, ACL19 Camera Ready 

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NAIRS: A Neural Attentive Interpretable Recommendation System

Feb 20, 2019
Shuai Yu, Yongbo Wang, Min Yang, Baocheng Li, Qiang Qu, Jialie Shen

* This paper was published as a demonstration paper on WSDM'19. In this version, we added a detailed related work section 

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GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks

Jan 26, 2019
Kai Lei, Meng Qin, Bo Bai, Gong Zhang, Min Yang

* to appear in IEEE Infocom 2019 

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Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering

Dec 06, 2018
Yang Deng, Yuexiang Xie, Yaliang Li, Min Yang, Nan Du, Wei Fan, Kai Lei, Ying Shen

* Accepted by AAAI 2019 

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Improving Automatic Source Code Summarization via Deep Reinforcement Learning

Nov 17, 2018
Yao Wan, Zhou Zhao, Min Yang, Guandong Xu, Haochao Ying, Jian Wu, Philip S. Yu


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Dial2Desc: End-to-end Dialogue Description Generation

Nov 01, 2018
Haojie Pan, Junpei Zhou, Zhou Zhao, Yan Liu, Deng Cai, Min Yang


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Textually Guided Ranking Network for Attentional Image Retweet Modeling

Oct 24, 2018
Zhou Zhao, Hanbing Zhan, Lingtao Meng, Jun Xiao, Jun Yu, Min Yang, Fei Wu, Deng Cai

* 12 pages, 9 figures 

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Investigating Capsule Networks with Dynamic Routing for Text Classification

Sep 03, 2018
Wei Zhao, Jianbo Ye, Min Yang, Zeyang Lei, Suofei Zhang, Zhou Zhao

* 12 pages 

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A Multi-sentiment-resource Enhanced Attention Network for Sentiment Classification

Jul 13, 2018
Zeyang Lei, Yujiu Yang, Min Yang, Yi Liu


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GPSP: Graph Partition and Space Projection based Approach for Heterogeneous Network Embedding

Mar 07, 2018
Wenyu Du, Shuai Yu, Min Yang, Qiang Qu, Jia Zhu

* WWW 2018 Poster 

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Generative Adversarial Network for Abstractive Text Summarization

Nov 26, 2017
Linqing Liu, Yao Lu, Min Yang, Qiang Qu, Jia Zhu, Hongyan Li

* AAAI 2018 abstract, Supplemental material: http://likicode.com/textsum/ 

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A Hybrid Data Association Framework for Robust Online Multi-Object Tracking

Mar 31, 2017
Min Yang, Yuwei Wu, Yunde Jia


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Temporal Dynamic Appearance Modeling for Online Multi-Person Tracking

Oct 10, 2015
Min Yang, Yunde Jia


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Ordering-sensitive and Semantic-aware Topic Modeling

Feb 12, 2015
Min Yang, Tianyi Cui, Wenting Tu

* To appear in proceedings of AAAI 2015 

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