|
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 3816732. doi: 10.1145/3816732 |
|
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 |
|
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), 1-26. doi: 10.1145/3788254 |
|
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 |
|
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 |
|
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 |
|
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 |
|
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 |
|
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 |
|
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, PP (99), 1-12. doi: 10.1109/TMM.2026.3673561 |
|
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 |
|
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 |
|
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 |
|
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 |
|
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 |
|
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 |
|
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 |
|
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 |
|
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. |
|
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 |
