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2025

Journal Article

High-order neighbors aware representation learning for knowledge graph completion

Yin, Hong, Zhong, Jiang, Li, Rongzhen, Shang, Jiaxing, Wang, Chen and Li, Xue (2025). High-order neighbors aware representation learning for knowledge graph completion. IEEE Transactions on Neural Networks and Learning Systems, 36 (3), 5273-5287. doi: 10.1109/tnnls.2024.3383873

High-order neighbors aware representation learning for knowledge graph completion

2025

Journal Article

Document-level relation extraction via commonsense knowledge enhanced graph representation learning

Dai, Qizhu, Li, Rongzhen, Xue, Zhongxuan, Li, Xue and Zhong, Jiang (2025). Document-level relation extraction via commonsense knowledge enhanced graph representation learning. Applied Intelligence, 55 (2) 165, 1-13. doi: 10.1007/s10489-024-05985-y

Document-level relation extraction via commonsense knowledge enhanced graph representation learning

2024

Journal Article

Clinical and radiographic parameters for early periodontitis diagnosis: a comparative study

Fidyawati, Desy, Masulili, Sri Lelyati C., Iskandar, Hanna Bachtiar, Suhartanto, Heru, Kiswanjaya, Bramma and Li, Xue (2024). Clinical and radiographic parameters for early periodontitis diagnosis: a comparative study. Dentistry Journal, 12 (12) 407, 1-12. doi: 10.3390/dj12120407

Clinical and radiographic parameters for early periodontitis diagnosis: a comparative study

2024

Journal Article

Investigation of age-hardening behaviour of Al alloys via feature screening-assisted machine learning

Hu, Mingwei, Tan, Qiyang, Knibbe, Ruth, Jiang, Bin, Li, Xue and Zhang, Ming-Xing (2024). Investigation of age-hardening behaviour of Al alloys via feature screening-assisted machine learning. Materials Science and Engineering: A, 916 147381, 1-12. doi: 10.1016/j.msea.2024.147381

Investigation of age-hardening behaviour of Al alloys via feature screening-assisted machine learning

2024

Journal Article

Self-supervised commonsense knowledge learning for document-level relation extraction

Li, Rongzhen, Zhong, Jiang, Xue, Zhongxuan, Dai, Qizhu and Li, Xue (2024). Self-supervised commonsense knowledge learning for document-level relation extraction. Expert Systems with Applications, 250 123921. doi: 10.1016/j.eswa.2024.123921

Self-supervised commonsense knowledge learning for document-level relation extraction

2024

Journal Article

Designing unique and high-performance Al alloys via machine learning: mitigating data bias through active learning

Hu, Mingwei, Tan, Qiyang, Knibbe, Ruth, Xu, Miao, Liang, Guofang, Zhou, Jianxin, Xu, Jun, Jiang, Bin, Li, Xue, Ramajayam, Mahendra, Dorin, Thomas and Zhang, Ming-Xing (2024). Designing unique and high-performance Al alloys via machine learning: mitigating data bias through active learning. Computational Materials Science, 244 113204, 113204. doi: 10.1016/j.commatsci.2024.113204

Designing unique and high-performance Al alloys via machine learning: mitigating data bias through active learning

2024

Journal Article

Multi-level alignments for compressed video super-resolution

Wei, Liu, Ye, Mao, Ji, Luping, Gan, Yan, Li, Shuai and Li, Xue (2024). Multi-level alignments for compressed video super-resolution. IEEE Transactions on Consumer Electronics, 70 (3), 5101-5114. doi: 10.1109/tce.2024.3411144

Multi-level alignments for compressed video super-resolution

2024

Journal Article

Disentangled relational graph neural network with contrastive learning for knowledge graph completion

Yin, Hong, Zhong, Jiang, Li, Rongzhen and Li, Xue (2024). Disentangled relational graph neural network with contrastive learning for knowledge graph completion. Knowledge-Based Systems, 295 111828. doi: 10.1016/j.knosys.2024.111828

Disentangled relational graph neural network with contrastive learning for knowledge graph completion

2024

Journal Article

On-device online learning and semantic management of TinyML systems

Ren, Haoyu, Anicic, Darko, Li, Xue and Runkler, Thomas (2024). On-device online learning and semantic management of TinyML systems. ACM Transactions on Embedded Computing Systems, 23 (4) 55, 1-32. doi: 10.1145/3665278

On-device online learning and semantic management of TinyML systems

2024

Journal Article

Stable viewport-based unsupervised compressed 360° video quality enhancement

Zou, Zizhuang, Ye, Mao, Li, Xue, Ji, Luping and Zhu, Ce (2024). Stable viewport-based unsupervised compressed 360° video quality enhancement. IEEE Transactions on Broadcasting, 70 (2), 607-619. doi: 10.1109/tbc.2024.3380435

Stable viewport-based unsupervised compressed 360° video quality enhancement

2024

Journal Article

Spatial-temporal adaptive compressed screen content video quality enhancement

Shu, Chen, Ye, Mao, Guo, Hongwei and Li, Xue (2024). Spatial-temporal adaptive compressed screen content video quality enhancement. IEEE Transactions on Circuits and Systems II: Express Briefs, 71 (5), 2884-2888. doi: 10.1109/tcsii.2024.3350772

Spatial-temporal adaptive compressed screen content video quality enhancement

2024

Journal Article

Integrating crack causal augmentation framework and dynamic binary threshold for imbalanced crack instance segmentation

Lei, Qin, Zhong, Jiang, Wang, Chen and Li, Xue (2024). Integrating crack causal augmentation framework and dynamic binary threshold for imbalanced crack instance segmentation. Expert Systems with Applications, 240 122552. doi: 10.1016/j.eswa.2023.122552

Integrating crack causal augmentation framework and dynamic binary threshold for imbalanced crack instance segmentation

2024

Journal Article

Disentanglement then reconstruction: unsupervised domain adaptation by twice distribution alignments

Zhou, Lihua, Ye, Mao, Li, Xinpeng, Zhu, Ce, Liu, Yiguang and Li, Xue (2024). Disentanglement then reconstruction: unsupervised domain adaptation by twice distribution alignments. Expert Systems with Applications, 237 121498, 1-11. doi: 10.1016/j.eswa.2023.121498

Disentanglement then reconstruction: unsupervised domain adaptation by twice distribution alignments

2024

Journal Article

Adaptive class augmented prototype network for few-shot relation extraction

Li, Rongzhen, Zhong, Jiang, Hu, Wenyue, Dai, Qizhu, Wang, Chen, Wang, Wenzhu and Li, Xue (2024). Adaptive class augmented prototype network for few-shot relation extraction. Neural Networks, 169, 134-142. doi: 10.1016/j.neunet.2023.10.025

Adaptive class augmented prototype network for few-shot relation extraction

2023

Journal Article

Compressed-SDR to HDR video reconstruction

Wang, Hu, Ye, Mao, Zhu, Xiatian, Li, Shuai, Li, Xue and Zhu, Ce (2023). Compressed-SDR to HDR video reconstruction. IEEE Transactions on Pattern Analysis and Machine Intelligence, 46 (5) 10373884, 3679-3691. doi: 10.1109/tpami.2023.3346921

Compressed-SDR to HDR video reconstruction

2023

Journal Article

GS-InGAT: An interaction graph attention network with global semantic for knowledge graph completion

Yin, Hong, Zhong, Jiang, Wang, Chen, Li, Rongzhen and Li, Xue (2023). GS-InGAT: An interaction graph attention network with global semantic for knowledge graph completion. Expert Systems with Applications, 228 120380, 1-15. doi: 10.1016/j.eswa.2023.120380

GS-InGAT: An interaction graph attention network with global semantic for knowledge graph completion

2023

Journal Article

Recent applications of machine learning in alloy design: a review

Hu, Mingwei, Tan, Qiyang, Knibbe, Ruth, Xu, Miao, Jiang, Bin, Wang, Sen, Li, Xue and Zhang, Ming-Xing (2023). Recent applications of machine learning in alloy design: a review. Materials Science and Engineering: R: Reports, 155 100746, 100746. doi: 10.1016/j.mser.2023.100746

Recent applications of machine learning in alloy design: a review

2023

Journal Article

Dual-core mutual learning between scoring systems and clinical features for ICU mortality prediction

Shi, Zhenkun, Wang, Sen, Yue, Lin, Zhang, Yijia, Adhikari, Binod Kumar, Xue, Shuai, Zuo, Wanli and Li, Xue (2023). Dual-core mutual learning between scoring systems and clinical features for ICU mortality prediction. Information Sciences, 637 118984, 1-13. doi: 10.1016/j.ins.2023.118984

Dual-core mutual learning between scoring systems and clinical features for ICU mortality prediction

2023

Journal Article

Artificial Intelligence in Evidence-based Medicine:Challenges and Opportunities

Li, Xue, Zou, Catherine, Boots, Robert, Wang, Sen, Chen, Weitong and Zuccon, Guido (2023). Artificial Intelligence in Evidence-based Medicine:Challenges and Opportunities. World Scientific Annual Review of Artificial Intelligence, 01. doi: 10.1142/s2811032323300025

Artificial Intelligence in Evidence-based Medicine:Challenges and Opportunities

2023

Journal Article

Multi-view knowledge distillation for efficient semantic segmentation

Wang, Chen, Zhong, Jiang, Dai, Qizhu, Qi, Yafei, Shi, Fengyuan, Fang, Bin and Li, Xue (2023). Multi-view knowledge distillation for efficient semantic segmentation. Journal of Real-Time Image Processing, 20 (2) 39, 1-11. doi: 10.1007/s11554-023-01296-6

Multi-view knowledge distillation for efficient semantic segmentation