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2026 Journal Article Unveiling AI-Driven Web Applications: Insights into Characteristics, Functionality, and ComplianceWan, Liuhuo, Liu, Zicong, Yan, Chuan, Wan, Liujia, Dong, Naipeng, Huang, Zi and Bai, Guangdong (2026). Unveiling AI-Driven Web Applications: Insights into Characteristics, Functionality, and Compliance. Proceedings of the ACM on Software Engineering, 3 (FSE), 3651-3674. doi: 10.1145/3808168 |
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2026 Journal Article Cassette: Case-to-Case Structural Distillation for Efficient Legal Case RetrievalTang, Yanran, Qiu, Ruihong, Yin, Hongzhi, Li, Xue and Huang, Zi (2026). Cassette: Case-to-Case Structural Distillation for Efficient Legal Case Retrieval. ACM Transactions on Information Systems, 44 (5) 3816732, 1-27. doi: 10.1145/3816732 |
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2026 Journal Article AgenticScholar: Agentic Data Management with Pipeline Orchestration for Scholarly CorporaLan, Hai, Wang, Tingting, Bao, Zhifeng, Li, Guoliang, Ji, Daomin, Lee, Ge, Luo, Feng, Huang, Zi, Qiu, Hailang and Hua, Gang (2026). AgenticScholar: Agentic Data Management with Pipeline Orchestration for Scholarly Corpora. Proceedings of the ACM on Management of Data, 4 (3), 1-28. doi: 10.1145/3802008 |
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2026 Journal Article Practical Parameterized Query Optimization via Efficient Plan Reuse and List-wise RankingLan, Hai, Yu, Yang, Bao, Zhifeng, Huang, Zi and Peng, Yuwei (2026). Practical Parameterized Query Optimization via Efficient Plan Reuse and List-wise Ranking. Proceedings of the ACM on Management of Data, 4 (1) 93, 1-26. doi: 10.1145/3788254 |
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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 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 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, 1-10. doi: 10.1016/j.watres.2026.125359 |
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2026 Conference Publication SCORE: Soft Label Compression-Centric Dataset Condensation via Coding Rate OptimizationYuan, Bowen, Fu, Yuxia, Wang, Zijian, Luo, Yadan and Huang, Zi (2026). SCORE: Soft Label Compression-Centric Dataset Condensation via Coding Rate Optimization. IEEE. doi: 10.1109/wacv61042.2026.00218 |
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2026 Journal Article LEXA: legal case retrieval via graph contrastive learning with contextualised LLM embeddingsTang, Yanran, Qiu, Ruihong, Liu, Yilun, Li, Xue and Huang, Zi (2026). LEXA: legal case retrieval via graph contrastive learning with contextualised LLM embeddings. World Wide Web, 29 (2) 20, 1-30. doi: 10.1007/s11280-026-01407-w |
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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 Journal Article A Large-Scale In-the-wild Dataset for Plant Disease SegmentationWei, Tianqi, Chen, Zhi, Yu, Xin, Chapman, Scott, Melloy, Paul and Huang, Zi (2026). A Large-Scale In-the-wild Dataset for Plant Disease Segmentation. Scientific Data, 13 (1) 205, 205. doi: 10.1038/s41597-025-06513-4 |
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2026 Conference Publication Augment to segment: tackling pixel-level imbalance in wheat disease and pest segmentationWei, Tianqi, Yu, Xin, Chen, Zhi, Chapman, Scott and Huang, Zi (2026). Augment to segment: tackling pixel-level imbalance in wheat disease and pest segmentation. 36th Australasian Database Conference, Sydney, NSW Australia and Bali, Indonesia, 4-6 December 2025. Singapore: Springer Singapore. doi: 10.1007/978-981-95-6196-4_3 |
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2026 Conference Publication Dynamic orchestration of multi-agent system for real-world multi-image agricultural VQAKe, Yan, Yu, Xin, Du, Heming, Chapman, Scott and Huang, Helen (2026). Dynamic orchestration of multi-agent system for real-world multi-image agricultural VQA. 36th Australasian Database Conference, Sydney, NSW Australia and Bali, Indonesia, 4-6 December 2025. Singapore: Springer Singapore. doi: 10.1007/978-981-95-6196-4_11 |
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2026 Journal Article Distributed zero-shot learning for visual recognitionChen, Zhi, Luo, Yadan, Huang, Zi, Li, Jingjing, Wang, Sen and Yu, Xin (2026). Distributed zero-shot learning for visual recognition. IEEE Transactions on Multimedia. doi: 10.1109/TMM.2026.3673561 |
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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 Understanding the Effects of Projectors in Knowledge DistillationChen, Yudong, Wang, Sen, Liu, Jiajun, Xu, Xuwei, Hoog, Frank de, Kusy, Brano and Huang, Zi (2026). Understanding the Effects of Projectors in Knowledge Distillation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 48 (8), 1-16. doi: 10.1109/tpami.2026.3677028 |
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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 Conference Publication SVIP: Semantically Contextualized Visual Patches for Zero-Shot LearningChen, Zhi, Zhao, Zecheng, Guo, Jingcai, Li, Jingjing and Huang, Zi (2025). SVIP: Semantically Contextualized Visual Patches for Zero-Shot Learning. IEEE. doi: 10.1109/iccv51701.2025.00320 |
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2025 Conference Publication Is Less More? Exploring Token Condensation as Training-Free Test-Time AdaptationWang, Zixin, Gong, Dong, Wang, Sen, Huang, Zi and Luo, Yadan (2025). Is Less More? Exploring Token Condensation as Training-Free Test-Time Adaptation. IEEE. doi: 10.1109/iccv51701.2025.00021 |
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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 |
