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2026 Journal Article Cluster-aware prompt ensemble learning for few-shot vision-language model adaptationChen, Zhi, Yu, Xin, Tao, Xiaohui, Li, Yan and Huang, Zi (2026). Cluster-aware prompt ensemble learning for few-shot vision-language model adaptation. Pattern Recognition, 172 (C) 112596. doi: 10.1016/j.patcog.2025.112596 |
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2026 Journal Article FastEdit: fast text-guided single-image editing via semantic-aware diffusion fine-tuningChen, Zhi, Zhao, Zecheng, Luo, Yadan, Li, Yan, Tao, Xiaohui and Huang, Zi (2026). FastEdit: fast text-guided single-image editing via semantic-aware diffusion fine-tuning. Pattern Recognition, 172 (C) 112583, 112583. doi: 10.1016/j.patcog.2025.112583 |
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2026 Conference Publication Does homophily help in robust test-time node classification?Jiang, Yan, Qiu, Ruihong and Huang, Zi (2026). Does homophily help in robust test-time node classification?. WSDM '26:The Nineteenth ACM International Conference on Web Search and Data Mining, Boise, ID, United States, 22-26 February 2026. New York, NY, United States: ACM. doi: 10.1145/3773966.3777948 |
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2026 Conference Publication ReaKase-8B: legal case retrieval via knowledge and reasoning representations with LLMsTang, Yanran, Qiu, Ruihong, Li, Xue and Huang, Zi (2026). ReaKase-8B: legal case retrieval via knowledge and reasoning representations with LLMs. 36th Australasian Database Conference, ADC 2025, Sydney, NSW, Australia and Bali, Indonesia, 4-6 December 2025. Heidelberg, Germany: Springer. doi: 10.1007/978-981-95-6196-4_22 |
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2026 Journal Article A simple model for long-term prediction of sewage flow in a changing climateGe, Jingyu, Li, Jiuling, Qiu, Ruihong, Shi, Tao, Wang, Shuting, Huang, Zi and Yuan, Zhiguo (2026). A simple model for long-term prediction of sewage flow in a changing climate. Water Research, 292 125359, 125359. doi: 10.1016/j.watres.2026.125359 |
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2025 Conference Publication GCondenser: benchmarking graph condensationLiu, Yilun, Qiu, Ruihong and Huang, Zi (2025). GCondenser: benchmarking graph condensation. CIKM '25: The 34th ACM International Conference on Information and Knowledge Management, Seoul, Republic of Korea, 10-14 November 2025. New York, NY, United States: ACM. doi: 10.1145/3746252.3761654 |
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2025 Journal Article Open-CRB: Toward Open World Active Learning for 3D Object DetectionChen, Zhuoxiao, Luo, Yadan, Wang, Zixin, Wang, Zijian and Huang, Zi (2025). Open-CRB: Toward Open World Active Learning for 3D Object Detection. IEEE Transactions on Pattern Analysis and Machine Intelligence, 47 (10), 8336-8350. doi: 10.1109/tpami.2025.3575756 |
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2025 Conference Publication Continual text-to-video retrieval with frame fusion and task-aware routingZhao, Zecheng, Chen, Zhi, Huang, Zi, Sadiq, Shazia and Chen, Tong (2025). Continual text-to-video retrieval with frame fusion and task-aware routing. 48th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (ACM SIGIR 2025), Padua, Italy, 13-18 July 2025. New York, NY, United States: Association for Computing Machinery. doi: 10.1145/3726302.3729936 |
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2025 Conference Publication Exploring visual vulnerabilities via multi-loss adversarial search for jailbreaking vision-language modelsHao, Shuyang, Hooi, Bryan, Liu, Jun, Chang, Kai-Wei, Huang, Zi and Cai, Yujun (2025). Exploring visual vulnerabilities via multi-loss adversarial search for jailbreaking vision-language models. 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Nashville, TX, United States, 10 - 17 June 2025. Washington, DC, United States: I E E E Computer Society. doi: 10.1109/cvpr52734.2025.01852 |
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2025 Conference Publication Graph condensation: foundations, methods and prospectsYin, Hongzhi, Gao, Xinyi, Yu, Junliang, Qiu, Ruihong, Chen, Tong, Nguyen, Quoc Viet Hung and Huang, Zi (2025). Graph condensation: foundations, methods and prospects. WWW '25: The ACM Web Conference 2025, Sydney, NSW, Australia, 28 April - 2 May 2025. New York, NY, United States: ACM. doi: 10.1145/3701716.3715862 |
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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 Conference Publication GOLD: graph out-of-distribution detection via implicit adversarial latent generationWang, Danny, Qiu, Ruihong, Bai, Guangdong and Huang, Zi (2025). GOLD: graph out-of-distribution detection via implicit adversarial latent generation. ICLR 2025: The Thirteenth International Conference on Learning Representations, Singapore, Singapore, 24-28 April 2025. Singapore, Singapore: International Conference on Learning Representations, ICLR. |
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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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2025 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 (2025). Enhanced prediction accuracy in high-speed grinding of brittle materials using advanced machine learning techniques. Journal of Intelligent Manufacturing, 36 (8), 5415-5459. doi: 10.1007/s10845-024-02532-x |
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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, 100278. doi: 10.1016/j.wroa.2024.100278 |
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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 |
