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DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global Features


Aug 11, 2021
Min Yang, Dongliang He, Miao Fan, Baorong Shi, Xuetong Xue, Fu Li, Errui Ding, Jizhou Huang

* ICCV2021 

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Missingness Augmentation: A General Approach for Improving Generative Imputation Models


Jul 31, 2021
Yufeng Wang, Dan Li, Cong Xu, Min Yang

* 7 pages 

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Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking


Jul 17, 2021
Binzong Geng, Fajie Yuan, Qiancheng Xu, Ying Shen, Ruifeng Xu, Min Yang

* Accepted by The Annual Meeting of the Association for Computational Linguistics (ACL), 2021 

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Scene-adaptive Knowledge Distillation for Sequential Recommendation via Differentiable Architecture Search


Jul 15, 2021
Lei Chen, Fajie Yuan, Jiaxi Yang, Min Yang, Chengming Li


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Iterative Network Pruning with Uncertainty Regularization for Lifelong Sentiment Classification


Jun 21, 2021
Binzong Geng, Min Yang, Fajie Yuan, Shupeng Wang, Xiang Ao, Ruifeng Xu

* Accepted by the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021 

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User-specific Adaptive Fine-tuning for Cross-domain Recommendations


Jun 18, 2021
Lei Chen, Fajie Yuan, Jiaxi Yang, Xiangnan He, Chengming Li, Min Yang


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A Template-guided Hybrid Pointer Network for Knowledge-basedTask-oriented Dialogue Systems


Jun 10, 2021
Dingmin Wang, Ziyao Chen, Wanwei He, Li Zhong, Yunzhe Tao, Min Yang

* DialDoc [email protected] 

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An Orthogonal Classifier for Improving the Adversarial Robustness of Neural Networks


May 19, 2021
Cong Xu, Xiang Li, Min Yang

* 15 pages 

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Contextualized Knowledge-aware Attentive Neural Network: Enhancing Answer Selection with Knowledge


Apr 12, 2021
Yang Deng, Yuexiang Xie, Yaliang Li, Min Yang, Wai Lam, Ying Shen

* Accepted by TOIS 

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On the Characterizations of OTFS Modulation over multipath Rapid Fading Channel


Mar 30, 2021
Haoyan Liu, Yanming Liu, Min Yang, Qiongjie Zhang


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Adversarial Momentum-Contrastive Pre-Training


Jan 10, 2021
Cong Xu, Min Yang

* 7 pages;4 figures; preprint 

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StackRec: Efficient Training of Very Deep Sequential Recommender Models by Layer Stacking


Dec 14, 2020
Jiachun Wang, Fajie Yuan, Jian Chen, Qingyao Wu, Chengmin Li, Min Yang, Yang Sun, Guoxiao Zhang


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The Style-Content Duality of Attractiveness: Learning to Write Eye-Catching Headlines via Disentanglement


Dec 14, 2020
Mingzhe Li, Xiuying Chen, Min Yang, Shen Gao, Dongyan Zhao, Rui Yan

* Accepted by AAAI2021 

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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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