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DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network


Aug 22, 2021
Junkang Wu, Wentao Shi, Xuezhi Cao, Jiawei Chen, Wenqiang Lei, Fuzheng Zhang, Wei Wu, Xiangnan He

* CIKM2021 

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MM-ViT: Multi-Modal Video Transformer for Compressed Video Action Recognition


Aug 20, 2021
Jiawei Chen, Chiu Man Ho


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Distilling Holistic Knowledge with Graph Neural Networks


Aug 12, 2021
Sheng Zhou, Yucheng Wang, Defang Chen, Jiawei Chen, Xin Wang, Can Wang, Jiajun Bu

* Accepted by ICCV 2021 

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Time-aware Path Reasoning on Knowledge Graph for Recommendation


Aug 05, 2021
Yuyue Zhao, Xiang Wang, Jiawei Chen, Wei Tang, Yashen Wang, Xiangnan He, Haiyong Xie

* 22 pages, ACM Transactions on Information Systems (TOIS) Under Review 

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Single-shot structured illumination microscopy


Jul 13, 2021
Qinnan Zhang, En Bo, Jiawei Chen, Jiaosheng Li, Heming Jiang, Xiaoxu Lu, Liyun Zhong, Jindong Tian


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Mutual-GAN: Towards Unsupervised Cross-Weather Adaptation with Mutual Information Constraint


Jun 30, 2021
Jiawei Chen, Yuexiang Li, Kai Ma, Yefeng Zheng

* An extension of our MICCAI paper 

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CausCF: Causal Collaborative Filtering for RecommendationEffect Estimation


May 28, 2021
Xu Xie, Zhaoyang Liu, Shiwen Wu, Fei Sun, Cihang Liu, Jiawei Chen, Jinyang Gao, Bin Cui, Bolin Ding


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AutoDebias: Learning to Debias for Recommendation


May 10, 2021
Jiawei Chen, Hande Dong, Yang Qiu, Xiangnan He, Xin Xin, Liang Chen, Guli Lin, Keping Yang

* Accepted by SIGIR 2021 

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A General Framework for Learning Prosodic-Enhanced Representation of Rap Lyrics


Mar 23, 2021
Hongru Liang, Haozheng Wang, Qian Li, Jun Wang, Guandong Xu, Jiawei Chen, Jin-Mao Wei, Zhenglu Yang


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GCF-Net: Gated Clip Fusion Network for Video Action Recognition


Feb 02, 2021
Jenhao Hsiao, Jiawei Chen, Chiuman Ho


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Time Series Domain Adaptation via Sparse Associative Structure Alignment


Dec 22, 2020
Ruichu Cai, Jiawei Chen, Zijian Li, Wei Chen, Keli Zhang, Junjian Ye, Zhuozhang Li, Xiaoyan Yang, Zhenjie Zhang


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On the Equivalence of Decoupled Graph Convolution Network and Label Propagation


Oct 23, 2020
Hande Dong, Jiawei Chen, Fuli Feng, Xiangnan He, Shuxian Bi, Zhaolin Ding, Peng Cui


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HiFiSinger: Towards High-Fidelity Neural Singing Voice Synthesis


Sep 03, 2020
Jiawei Chen, Xu Tan, Jian Luan, Tao Qin, Tie-Yan Liu


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Residual Frames with Efficient Pseudo-3D CNN for Human Action Recognition


Aug 03, 2020
Jiawei Chen, Jenson Hsiao, Chiu Man Ho


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MI^2GAN: Generative Adversarial Network for Medical Image Domain Adaptation using Mutual Information Constraint


Jul 30, 2020
Xinpeng Xie, Jiawei Chen, Yuexiang Li, Linlin Shen, Kai Ma, Yefeng Zheng

* The first two authors contributed equally 

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Instance-aware Self-supervised Learning for Nuclei Segmentation


Jul 22, 2020
Xinpeng Xie, Jiawei Chen, Yuexiang Li, Linlin Shen, Kai Ma, Yefeng Zheng

* MICCAI 2020; The first two authors contributed equally 

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Self-Loop Uncertainty: A Novel Pseudo-Label for Semi-Supervised Medical Image Segmentation


Jul 20, 2020
Yuexiang Li, Jiawei Chen, Xinpeng Xie, Kai Ma, Yefeng Zheng

* Accepted by MICCAI 2020 

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Generative Adversarial Networks for Video-to-Video Domain Adaptation


Apr 17, 2020
Jiawei Chen, Yuexiang Li, Kai Ma, Yefeng Zheng

* Accepted by AAAI 2020 

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Fast Adaptively Weighted Matrix Factorization for Recommendation with Implicit Feedback


Mar 04, 2020
Jiawei Chen, Can Wang, Sheng Zhou, Qihao Shi, Jingbang Chen, Yan Feng, Chun Chen


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VAE/WGAN-Based Image Representation Learning For Pose-Preserving Seamless Identity Replacement In Facial Images


Mar 02, 2020
Hiroki Kawai, Jiawei Chen, Prakash Ishwar, Janusz Konrad

* 2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP) 
* 6 pages, 5 figures, 2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP) 

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TF-Attention-Net: An End To End Neural Network For Singing Voice Separation


Oct 24, 2019
Tingle Li, Jiawei Chen, Haowen Hou, Ming Li

* 5 pages, 5 figures, submitted to ICASSP 2020 for review 

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A Cyclically-Trained Adversarial Network for Invariant Representation Learning


Jun 21, 2019
Jiawei Chen, Janusz Konrad, Prakash Ishwar


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OctopusNet: A Deep Learning Segmentation Network for Multi-modal Medical Images


Jun 05, 2019
Yu Chen, Yuexiang Li, Jiawei Chen, Yefeng Zheng


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HAHE: Hierarchical Attentive Heterogeneous Information Network Embedding


Jan 31, 2019
Sheng Zhou, Jiajun Bu, Xin Wang, Jiawei Chen, Bingbing Hu, Defang Chen, Can Wang


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Semi-Coupled Two-Stream Fusion ConvNets for Action Recognition at Extremely Low Resolutions


Oct 05, 2018
Jiawei Chen, Jonathan Wu, Janusz Konrad, Prakash Ishwar


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VGAN-Based Image Representation Learning for Privacy-Preserving Facial Expression Recognition


Sep 07, 2018
Jiawei Chen, Janusz Konrad, Prakash Ishwar


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Building A Large Concept Bank for Representing Events in Video


Mar 29, 2014
Yin Cui, Dong Liu, Jiawei Chen, Shih-Fu Chang

* 25 pages, 9 figures 

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