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2025 Journal Article A thorough performance benchmarking on lightweight embedding-based recommender systemsTran, 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 |
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2025 Journal Article PUMA: efficient continual graph learning for node classification with graph condensationLiu, 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 |
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2024 Journal Article Identifying periods impacted by sewer inflow and infiltration using time series anomaly detectionGe, 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 |
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2024 Journal Article Enhanced prediction accuracy in high-speed grinding of brittle materials using advanced machine learning techniquesLee, 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 |
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2024 Journal Article Noisy-aware unsupervised domain adaptation for scene text recognitionLiu, 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 |
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2024 Conference Publication Find n’ Propagate: Open-Vocabulary 3D Object Detection in Urban EnvironmentsEtchegaray, Djamahl, Huang, Zi, Harada, Tatsuya and Luo, Yadan (2024). Find n’ Propagate: Open-Vocabulary 3D Object Detection in Urban Environments. 18th European Conference on Computer Vision ECCV 2024, Milan, Italy, 29 September – 4 October 2024. Cham, Switzerland: Springer. doi: 10.1007/978-3-031-73661-2_8 |
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2024 Journal Article Focusing on relevant responses for multi-modal rumor detectionLi, 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 |
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2024 Book Chapter OpenSight: A Simple Open-Vocabulary Framework for LiDAR-Based Object DetectionZhang, Hu, Xu, Jianhua, Tang, Tao, Sun, Haiyang, Yu, Xin, Huang, Zi and Yu, Kaicheng (2024). OpenSight: A Simple Open-Vocabulary Framework for LiDAR-Based Object Detection. Lecture Notes in Computer Science. (pp. 1-19) Cham: Springer Nature Switzerland. doi: 10.1007/978-3-031-72907-2_1 |
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2024 Journal Article Prediction of perovskite oxygen vacancies for oxygen electrocatalysis at different temperaturesLi, 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 |
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2024 Conference Publication Generative AI in Multimedia: Challenges and Opportunities for Academic and Industrial ImpactHuang, Zi Helen, Chen, Phoebe and Yan, Shuicheng (2024). Generative AI in Multimedia: Challenges and Opportunities for Academic and Industrial Impact. New York, NY, USA: ACM. doi: 10.1145/3664647.3687170 |
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2024 Conference Publication Benchmarking In-the-Wild Multimodal Disease Recognition and A Versatile BaselineWei, Tianqi, Chen, Zhi, Huang, Zi and Yu, Xin (2024). Benchmarking In-the-Wild Multimodal Disease Recognition and A Versatile Baseline. New York, NY, USA: ACM. doi: 10.1145/3664647.3680599 |
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2024 Conference Publication DPO: Dual-Perturbation Optimization for Test-time Adaptation in 3D Object DetectionChen, Zhuoxiao, Wang, Zixin, Luo, Yadan, Wang, Sen and Huang, Zi (2024). DPO: Dual-Perturbation Optimization for Test-time Adaptation in 3D Object Detection. New York, NY, USA: ACM. doi: 10.1145/3664647.3681040 |
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2024 Conference Publication Navigating Adversarial Robustness in Multimodal SystemsHuang, Zi Helen (2024). Navigating Adversarial Robustness in Multimodal Systems. 2nd International Workshop on Methodologies for Multimedia (Meet4MM), Melbourne Australia, Oct 28-Nov 01, 2024. New York, NY, USA: ACM. doi: 10.1145/3689089.3689708 |
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2024 Conference Publication Navigating Beyond Instructions: Vision-and-Language Navigation in Obstructed EnvironmentsHong, Haodong, Wang, Sen, Huang, Zi, Wu, Qi and Liu, Jiajun (2024). Navigating Beyond Instructions: Vision-and-Language Navigation in Obstructed Environments. New York, NY, USA: ACM. doi: 10.1145/3664647.3681640 |
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2024 Conference Publication Physics-guided Active Sample Reweighting for Urban Flow PredictionJiang, Wei, Chen, Tong, Ye, Guanhua, Zhang, Wentao, Cui, Lizhen, Huang, Zi and Yin, Hongzhi (2024). Physics-guided Active Sample Reweighting for Urban Flow Prediction. 33rd ACM International Conference on Information and Knowledge Management (CIKM), Boise Id, Oct 21-25, 2024. New York, NY, USA: ACM. doi: 10.1145/3627673.3679738 |
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2024 Journal Article In Search of Lost Online Test-Time Adaptation: A SurveyWang, 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 |
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2024 Journal Article A data-driven method for estimating sewer inflow and infiltration based on temperature and conductivity monitoringGe, 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 |
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2024 Journal Article Explicit knowledge graph reasoning for conversational recommendationRen, 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 |
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2024 Conference Publication Universal adversarial perturbations for vision-language pre-trained modelsZhang, Peng-Fei, Huang, Zi and Bai, Guangdong (2024). Universal adversarial perturbations for vision-language pre-trained models. 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, Washington, DC, United States, 14-18 July 2024. New York, NY, United States: ACM. doi: 10.1145/3626772.3657781 |
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2024 Conference Publication CaseLink: inductive graph learning for legal case retrievalTang, Yanran, Qiu, Ruihong, Yin, Hongzhi, Li, Xue and Huang, Zi (2024). CaseLink: inductive graph learning for legal case retrieval. 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, Washington, DC, United States, 14-18 July 2024. New York, NY, United States: ACM. doi: 10.1145/3626772.3657693 |
