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Two Eyes Are Better Than One: Exploiting Binocular Correlation for Diabetic Retinopathy Severity Grading


Aug 15, 2021
Peisheng Qian, Ziyuan Zhao, Cong Chen, Zeng Zeng, Xiaoli Li

* Accepted in 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, IEEE EMBC 2021 

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A Decentralized Federated Learning Framework via Committee Mechanism with Convergence Guarantee


Aug 01, 2021
Chunjiang Che, Xiaoli Li, Chuan Chen, Xiaoyu He, Zibin Zheng


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Adversarial Domain Adaptation with Self-Training for EEG-based Sleep Stage Classification


Jul 09, 2021
Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li, Cuntai Guan

* Under review 

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A Conditional Splitting Framework for Efficient Constituency Parsing


Jun 30, 2021
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq Joty, Xiaoli Li

* Accepted to ACL2021 

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Time-Series Representation Learning via Temporal and Contextual Contrasting


Jun 26, 2021
Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Xiaoli Li, Cuntai Guan

* Accepted in IJCAI-21 conference ... please cite the conference version 

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Multilinear Dirichlet Processes


Jun 16, 2021
Xiaoli Li


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CODA: Constructivism Learning for Instance-Dependent Dropout Architecture Construction


Jun 15, 2021
Xiaoli Li


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RST Parsing from Scratch


May 23, 2021
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq Joty, Xiaoli Li

* Accepted to NAACL 2021 

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DocOIE: A Document-level Context-Aware Dataset for OpenIE


May 11, 2021
Kuicai Dong, Yilin Zhao, Aixin Sun, Jung-Jae Kim, Xiaoli Li

* To appear in Findings of ACL 2021 

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DO-GAN: A Double Oracle Framework for Generative Adversarial Networks


Feb 17, 2021
Aye Phyu Phyu Aung, Xinrun Wang, Runsheng Yu, Bo An, Senthilnath Jayavelu, Xiaoli Li


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FFConv: Fast Factorized Neural Network Inference on Encrypted Data


Feb 06, 2021
Yuxiao Lu, Jie Lin, Chao Jin, Zhe Wang, Khin Mi Mi Aung, Xiaoli Li

* 9 pages, 4 figures 

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Sea-Net: Squeeze-And-Excitation Attention Net For Diabetic Retinopathy Grading


Oct 29, 2020
Ziyuan Zhao, Kartik Chopra, Zeng Zeng, Xiaoli Li

* 2020 IEEE International Conference on Image Processing (ICIP), pp. 2496-2500 
* Accepted to ICIP 2020 

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Attention Sequence to Sequence Model for Machine Remaining Useful Life Prediction


Jul 20, 2020
Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Ruqiang Yan, Xiaoli Li


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Differentiable Window for Dynamic Local Attention


Jun 24, 2020
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq Joty, Xiaoli Li

* Accepted at ACL 2020 

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Efficient Constituency Parsing by Pointing


Jun 24, 2020
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq Joty, Xiaoli Li

* Accepted at ACL 2020 

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Multi-View Collaborative Network Embedding


May 17, 2020
Sezin Kircali Ata, Yuan Fang, Min Wu, Jiaqi Shi, Chee Keong Kwoh, Xiaoli Li


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StereoNeuroBayesSLAM: A Neurobiologically Inspired Stereo Visual SLAM System Based on Direct Sparse Method


Mar 06, 2020
Taiping Zeng, Xiaoli Li, Bailu Si


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Pruning Convolutional Neural Networks for Image Instance Retrieval


Jul 18, 2017
Gaurav Manek, Jie Lin, Vijay Chandrasekhar, Lingyu Duan, Sateesh Giduthuri, Xiaoli Li, Tomaso Poggio

* 5 pages 

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Learning Social Circles in Ego Networks based on Multi-View Social Graphs


Dec 24, 2016
Chao Lan, Yuhao Yang, Xiaoli Li, Bo Luo, Jun Huan

* This paper has been withdrawn by the author due to its current unsatisfactory quality 

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Incremental Minimax Optimization based Fuzzy Clustering for Large Multi-view Data


Aug 25, 2016
Yangtao Wang, Lihui Chen, Xiaoli Li

* 32 pages, 1 figures, submitted to Fuzzy Sets and Systems 

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Variable-Length Hashing


Mar 17, 2016
Honghai Yu, Pierre Moulin, Hong Wei Ng, Xiaoli Li

* 10 pages, 6 figures 

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