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2025

Journal Article

A thorough performance benchmarking on lightweight embedding-based recommender systems

Tran, Hung Vinh, Chen, Tong, Quoc Viet Hung, Nguyen, Huang, Zi, Cui, Lizhen and Yin, Hongzhi (2025). A thorough performance benchmarking on lightweight embedding-based recommender systems. ACM Transactions on Information Systems, 43 (3) 63, 1-32. doi: 10.1145/3712589

A thorough performance benchmarking on lightweight embedding-based recommender systems

2025

Journal Article

PUMA: efficient continual graph learning for node classification with graph condensation

Liu, Yilun, Qiu, Ruihong, Tang, Yanran, Yin, Hongzhi and Huang, Zi (2025). PUMA: efficient continual graph learning for node classification with graph condensation. IEEE Transactions on Knowledge and Data Engineering, 37 (1), 449-461. doi: 10.1109/tkde.2024.3485691

PUMA: efficient continual graph learning for node classification with graph condensation

2024

Journal Article

Identifying periods impacted by sewer inflow and infiltration using time series anomaly detection

Ge, Jingyu, Li, Jiuling, Qiu, Ruihong, Shi, Tao, Huang, Zi, Liu, Yanchen and Yuan, Zhiguo (2024). Identifying periods impacted by sewer inflow and infiltration using time series anomaly detection. Water Research X, 25 100278. doi: 10.1016/j.wroa.2024.100278

Identifying periods impacted by sewer inflow and infiltration using time series anomaly detection

2024

Journal Article

Enhanced prediction accuracy in high-speed grinding of brittle materials using advanced machine learning techniques

Lee, Sangkyoung, Chen, Zhuoxiao, Luo, Yadan, Li, Xuliang, Lu, Mingyuan, Huang, Zi Helen and Huang, Han (2024). Enhanced prediction accuracy in high-speed grinding of brittle materials using advanced machine learning techniques. Journal of Intelligent Manufacturing. doi: 10.1007/s10845-024-02532-x

Enhanced prediction accuracy in high-speed grinding of brittle materials using advanced machine learning techniques

2024

Journal Article

Noisy-aware unsupervised domain adaptation for scene text recognition

Liu, Xiao-Qian, Zhang, Fei-Peng, Luo, Xin, Huang, Zi and Xu, Xin-Shun (2024). Noisy-aware unsupervised domain adaptation for scene text recognition. IEEE Transactions on Image Processing, 33, 6550-6563. doi: 10.1109/tip.2024.3492705

Noisy-aware unsupervised domain adaptation for scene text recognition

2024

Journal Article

Focusing on relevant responses for multi-modal rumor detection

Li, Jun, Bin, Yi, Peng, Liang, Yang, Yang, Li, Yangyang, Jin, Hao and Huang, Zi (2024). Focusing on relevant responses for multi-modal rumor detection. IEEE Transactions on Knowledge and Data Engineering, 36 (11), 6225-6236. doi: 10.1109/tkde.2024.3389694

Focusing on relevant responses for multi-modal rumor detection

2024

Journal Article

Prediction of perovskite oxygen vacancies for oxygen electrocatalysis at different temperatures

Li, Zhiheng, Mao, Xin, Feng, Desheng, Li, Mengran, Xu, Xiaoyong, Luo, Yadan, Zhuang, Linzhou, Lin, Rijia, Zhu, Tianjiu, Liang, Fengli, Huang, Zi, Liu, Dong, Yan, Zifeng, Du, Aijun, Shao, Zongping and Zhu, Zhonghua (2024). Prediction of perovskite oxygen vacancies for oxygen electrocatalysis at different temperatures. Nature Communications, 15 (1) 9318, 1-12. doi: 10.1038/s41467-024-53578-7

Prediction of perovskite oxygen vacancies for oxygen electrocatalysis at different temperatures

2024

Journal Article

In Search of Lost Online Test-Time Adaptation: A Survey

Wang, Zixin, Luo, Yadan, Zheng, Liang, Chen, Zhuoxiao, Wang, Sen and Huang, Zi (2024). In Search of Lost Online Test-Time Adaptation: A Survey. International Journal of Computer Vision, 133 (3), 1-34. doi: 10.1007/s11263-024-02213-5

In Search of Lost Online Test-Time Adaptation: A Survey

2024

Journal Article

A data-driven method for estimating sewer inflow and infiltration based on temperature and conductivity monitoring

Ge, Jingyu, Li, Jiuling, Qiu, Ruihong, Shi, Tao, Zhang, Chenming, Huang, Zi and Yuan, Zhiguo (2024). A data-driven method for estimating sewer inflow and infiltration based on temperature and conductivity monitoring. Water Research, 261 122002, 1-10. doi: 10.1016/j.watres.2024.122002

A data-driven method for estimating sewer inflow and infiltration based on temperature and conductivity monitoring

2024

Journal Article

Explicit knowledge graph reasoning for conversational recommendation

Ren, Xuhui, Chen, Tong, Nguyen, Quoc Viet Hung, Cui, Lizhen, Huang, Zi and Yin, Hongzhi (2024). Explicit knowledge graph reasoning for conversational recommendation. ACM Transactions on Intelligent Systems and Technology, 15 (4) 86, 1-21. doi: 10.1145/3637216

Explicit knowledge graph reasoning for conversational recommendation

2024

Journal Article

Editorial on the Special Issue of the World Wide Web journal with selected papers from the 22nd International Conference on Web Information Systems Engineering (WISE)

Chbeir, Richard, Huang, Helen, Manolopoulos, Yannis and Silvestri, Fabrizio (2024). Editorial on the Special Issue of the World Wide Web journal with selected papers from the 22nd International Conference on Web Information Systems Engineering (WISE). World Wide Web, 27 (4) 45. doi: 10.1007/s11280-024-01284-1

Editorial on the Special Issue of the World Wide Web journal with selected papers from the 22nd International Conference on Web Information Systems Engineering (WISE)

2024

Journal Article

TextAdapter: self-supervised domain adaptation for cross-domain text recognition

Liu, Xiao-Qian, Zhang, Peng-Fei, Luo, Xin, Huang, Zi and Xu, Xin-Shun (2024). TextAdapter: self-supervised domain adaptation for cross-domain text recognition. IEEE Transactions on Multimedia, 26, 9854-9865. doi: 10.1109/tmm.2024.3400669

TextAdapter: self-supervised domain adaptation for cross-domain text recognition

2024

Journal Article

Effective and robust adversarial training against data and label corruptions

Zhang, Peng-Fei, Huang, Zi, Xu, Xin-Shun and Bai, Guangdong (2024). Effective and robust adversarial training against data and label corruptions. IEEE Transactions on Multimedia, 26, 9477-9488. doi: 10.1109/tmm.2024.3394677

Effective and robust adversarial training against data and label corruptions

2024

Journal Article

AI empowered Auslan learning for parents of deaf children and children of deaf adults

Sheng, Hongwei, Shen, Xin, Du, Heming, Zhang, Hu, Huang, Zi and Yu, Xin (2024). AI empowered Auslan learning for parents of deaf children and children of deaf adults. AI and Ethics, 4 (4), 1-11. doi: 10.1007/s43681-024-00457-y

AI empowered Auslan learning for parents of deaf children and children of deaf adults

2024

Journal Article

Filter-based stance network for rumor verification

Li, Jun, Bin, Yi, Ma, Yunshan, Yang, Yang, Huang, Zi and Chua, Tat-Seng (2024). Filter-based stance network for rumor verification. ACM Transactions on Information Systems, 42 (4) ART108. doi: 10.1145/3649462

Filter-based stance network for rumor verification

2024

Journal Article

Self-supervised learning for recommender systems: a survey

Yu, Junliang, Yin, Hongzhi, Xia, Xin, Chen, Tong, Li, Jundong and Huang, Zi (2024). Self-supervised learning for recommender systems: a survey. IEEE Transactions on Knowledge and Data Engineering, 36 (1), 335-355. doi: 10.1109/tkde.2023.3282907

Self-supervised learning for recommender systems: a survey

2024

Journal Article

BAVS: Bootstrapping Audio-Visual Segmentation by Integrating Foundation Knowledge

Liu, Chen, Li, Peike, Zhang, Hu, Li, Lincheng, Huang, Zi, Wang, Dadong and Yu, Xin (2024). BAVS: Bootstrapping Audio-Visual Segmentation by Integrating Foundation Knowledge. IEEE Transactions on Multimedia, 26, 10015-10028. doi: 10.1109/tmm.2024.3405622

BAVS: Bootstrapping Audio-Visual Segmentation by Integrating Foundation Knowledge

2023

Journal Article

Calligraphy Font generation via explicitly modeling location-aware glyph component deformations

Zhao, Minda, Qi, Xingqun, Hu, Zhipeng, Li, Lincheng, Zhang, Yongqiang, Huang, Zi and Yu, Xin (2023). Calligraphy Font generation via explicitly modeling location-aware glyph component deformations. IEEE Transactions on Multimedia, 26, 5939-5950. doi: 10.1109/tmm.2023.3342690

Calligraphy Font generation via explicitly modeling location-aware glyph component deformations

2023

Journal Article

Semantic enhanced video captioning with multi-feature fusion

Niu, Tian-Zi, Dong, Shan-Shan, Chen, Zhen-Duo, Luo, Xin, Guo, Shanqing, Huang, Zi and Xu, Xin-Shun (2023). Semantic enhanced video captioning with multi-feature fusion. ACM Transactions on Multimedia Computing, Communications, and Applications, 19 (6) 182, 1-21. doi: 10.1145/3588572

Semantic enhanced video captioning with multi-feature fusion

2023

Journal Article

Video captioning by learning from global sentence and looking ahead

Niu, Tian-Zi, Chen, Zhen-Duo, Luo, Xin, Zhang, Peng-Fei, Huang, Zi and Xu, Xin-Shun (2023). Video captioning by learning from global sentence and looking ahead. ACM Transactions on Multimedia Computing, Communications, and Applications, 19 (5s) 171, 1-20. doi: 10.1145/3587252

Video captioning by learning from global sentence and looking ahead