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Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification


Aug 13, 2022
Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li, Cuntai Guan

* Under review - TPAMI. arXiv admin note: substantial text overlap with arXiv:2106.14112 

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EXTERN: Leveraging Endo-Temporal Regularization for Black-box Video Domain Adaptation


Aug 10, 2022
Yuecong Xu, Jianfei Yang, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen

* 9 pages, 4 figures, and 4 tables 

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A Survey on AI Sustainability: Emerging Trends on Learning Algorithms and Research Challenges


May 08, 2022
Zhenghua Chen, Min Wu, Alvin Chan, Xiaoli Li, Yew-Soon Ong


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Type-aware Embeddings for Multi-Hop Reasoning over Knowledge Graphs


May 02, 2022
Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Xiaoli Li, Ru Li, Jeff Z. Pan

* Accepted to IJCAI-ECAI 2022 

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Slow-varying Dynamics Assisted Temporal Capsule Network for Machinery Remaining Useful Life Estimation


Mar 30, 2022
Yan Qin, Chau Yuen, Yimin Shao, Bo Qin, Xiaoli Li

* This paper has been accepted by IEEE Transactions on Cybernetics 

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ADATIME: A Benchmarking Suite for Domain Adaptation on Time Series Data


Mar 15, 2022
Mohamed Ragab, Emadeldeen Eldele, Wee Ling Tan, Chuan-Sheng Foo, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li

* Under Review. The main paper is 16 pages, and the supplementary is 9 pages 

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Going Deeper into Recognizing Actions in Dark Environments: A Comprehensive Benchmark Study


Feb 26, 2022
Yuecong Xu, Jianfei Yang, Haozhi Cao, Jianxiong Yin, Zhenghua Chen, Xiaoli Li, Zhengguo Li, Qianwen Xu

* Summary of UG2 2021 Track 2, 22 pages, 5 figures, 3 tables 

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Self-supervised Autoregressive Domain Adaptation for Time Series Data


Nov 29, 2021
Mohamed Ragab, Emadeldeen Eldele, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li

* Under Review 

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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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