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Contrastive Learning for Cold-Start Recommendation


Jul 15, 2021
Yinwei Wei, Xiang Wang, Qi Li, Liqiang Nie, Yan Li, Xuanping Li, Tat-Seng Chua

* Accepted by ACM Multimedia 2021 

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Review Polarity-wise Recommender


Jun 08, 2021
Han Liu, Yangyang Guo, Jianhua Yin, Zan Gao, Liqiang Nie


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REPT: Bridging Language Models and Machine Reading Comprehension via Retrieval-Based Pre-training


May 18, 2021
Fangkai Jiao, Yangyang Guo, Yilin Niu, Feng Ji, Feng-Lin Li, Liqiang Nie

* 14 pages, 3 figures, Findings of ACL 2021 

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REPT: Bridging Language Models and Machine Reading Comprehensionvia Retrieval-Based Pre-training


May 10, 2021
Fangkai Jiao, Yangyang Guo, Yilin Niu, Feng Ji, Feng-Lin Li, Liqiang Nie

* Findings of ACL 2021 

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AdaVQA: Overcoming Language Priors with Adapted Margin Cosine Loss


May 05, 2021
Yangyang Guo, Liqiang Nie, Zhiyong Cheng, Feng Ji, Ji Zhang, Alberto Del Bimbo


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A Graph-guided Multi-round Retrieval Method for Conversational Open-domain Question Answering


Apr 17, 2021
Yongqi Li, Wenjie Li, Liqiang Nie


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Graph Contrastive Clustering


Apr 03, 2021
Huasong Zhong, Jianlong Wu, Chong Chen, Jianqiang Huang, Minghua Deng, Liqiang Nie, Zhouchen Lin, Xian-Sheng Hua

* 10 

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Factor-level Attentive ICF for Recommendation


Feb 22, 2021
Zhiyong Cheng, Shenghan Mei, Yangyang Guo, Lei Zhu, Liqiang Nie

* 26 pages, 6 figures 

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Interest-aware Message-Passing GCN for Recommendation


Feb 19, 2021
Fan Liu, Zhiyong Cheng, Lei Zhu, Zan Gao, Liqiang Nie

* WWW 2021, 10 pages 

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Answer Questions with Right Image Regions: A Visual Attention Regularization Approach


Feb 03, 2021
Yibing Liu, Yangyang Guo, Jianhua Yin, Xuemeng Song, Weifeng Liu, Liqiang Nie

* Submitted to ToMM 

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Incremental Knowledge Based Question Answering


Jan 18, 2021
Yongqi Li, Wenjie Li, Liqiang Nie


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Loss-rescaling VQA: Revisiting Language Prior Problem from a Class-imbalance View


Oct 30, 2020
Yangyang Guo, Liqiang Nie, Zhiyong Cheng, Qi Tian


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Quantifying and Alleviating the Language Prior Problem in Visual Question Answering


May 13, 2019
Yangyang Guo, Zhiyong Cheng, Liqiang Nie, Yibing Liu, Yinglong Wang, Mohan Kankanhalli


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Explicit Interaction Model towards Text Classification


Nov 23, 2018
Cunxiao Du, Zhaozheng Chin, Fuli Feng, Lei Zhu, Tian Gan, Liqiang Nie

* AAAI 2019 
* 8 pages 

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Discrete Factorization Machines for Fast Feature-based Recommendation


Sep 19, 2018
Han Liu, Xiangnan He, Fuli Feng, Liqiang Nie, Rui Liu, Hanwang Zhang

* Appeared in IJCAI 2018 

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Learning to Ask Questions in Open-domain Conversational Systems with Typed Decoders


May 13, 2018
Yansen Wang, Chenyi Liu, Minlie Huang, Liqiang Nie

* ACL2018 

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Neural Compatibility Modeling with Attentive Knowledge Distillation


Apr 17, 2018
Xuemeng Song, Fuli Feng, Xianjing Han, Xin Yang, Wei Liu, Liqiang Nie


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Supervised Deep Hashing for Hierarchical Labeled Data


Sep 12, 2017
Dan Wang, Heyan Huang, Chi Lu, Bo-Si Feng, Liqiang Nie, Guihua Wen, Xian-Ling Mao

* 9 pages 

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Laplacian-Steered Neural Style Transfer


Jul 30, 2017
Shaohua Li, Xinxing Xu, Liqiang Nie, Tat-Seng Chua

* Accepted by the ACM Multimedia Conference (MM) 2017. 9 pages, 65 figures 

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Simple to Complex Cross-modal Learning to Rank


Jul 07, 2017
Minnan Luo, Xiaojun Chang, Zhihui Li, Liqiang Nie, Alexander G. Hauptmann, Qinghua Zheng

* 14 pages; Accepted by Computer Vision and Image Understanding 

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Item Silk Road: Recommending Items from Information Domains to Social Users


Jun 10, 2017
Xiang Wang, Xiangnan He, Liqiang Nie, Tat-Seng Chua

* 10 pages, 7 figures, SIGIR 2017 

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SCA-CNN: Spatial and Channel-wise Attention in Convolutional Networks for Image Captioning


Apr 12, 2017
Long Chen, Hanwang Zhang, Jun Xiao, Liqiang Nie, Jian Shao, Wei Liu, Tat-Seng Chua


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Action2Activity: Recognizing Complex Activities from Sensor Data


Nov 07, 2016
Ye Liu, Liqiang Nie, Lei Han, Luming Zhang, David S Rosenblum

* IJCAI 2015 

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