| 2026 | AAAI | A Reasoning Paradigm for Named Entity Recognition. | Hui Huang, Yanping Chen, Ruizhang Huang, Chuan Lin, Yongbin Qin |
| 2026 | AAAI | Intuitive Thinking: Expanding Large Language Models' Thinking for Rapid Decision-Making on Candidate Corrections in Chinese Grammar Error Correction. | Lintao Long, Ruizhang Huang, Ruina Bai, Yongbin Qin, Qihang Fu |
| 2026 | AAAI | Constructing Superior Representations Beyond the Original Documents via a Contrastive Gaussian Fusion Network for Clustering. | Ao Shen, Ruizhang Huang, Jingjing Xue, Ruina Bai |
| 2025 | ACL | Exclusion of Thought: Mitigating Cognitive Load in Large Language Models for Enhanced Reasoning in Multiple-Choice Tasks. | Qihang Fu, Yongbin Qin, Ruizhang Huang, Yanping Chen, Yulin Zhou, Lintao Long |
| 2025 | PRICAI | An Active Structure-Learning Strategy for LLMs-Based Document-Level Event Extraction. | Jinming Zhang, Yanping Chen, Anqi Zou, Ruizhang Huang, Yongbin Qin |
| 2023 | ICDM | Deep Multi-kernel Clustering Network. | Lina Ren, Ruizhang Huang, Shengwei Ma, Yongbin Qin, Yanping Chen, Chuan Lin |
| 2020 | ICDM | Semi-Supervised Abductive Learning and Its Application to Theft Judicial Sentencing. | Yu-Xuan Huang, Wang-Zhou Dai, Jian Yang, Le-Wen Cai, Shaofen Cheng, Ruizhang Huang, Yufeng Li, Zhi-Hua Zhou |
| 2017 | APWEB | Extracting Various Types of Informative Web Content via Fuzzy Sequential Pattern Mining. | Ting Huang, Ruizhang Huang, Bowei Liu, Yingying Yan |
| 2017 | APWEB | Improving Document Clustering for Short Texts by Long Documents via a Dirichlet Multinomial Allocation Model. | Yingying Yan, Ruizhang Huang, Can Ma, Liyang Xu, Zhiyuan Ding, Rui Wang, Ting Huang, Bowei Liu |
| 2007 | ICDM | Semi-supervised Document Clustering via Active Learning with Pairwise Constraints. | Ruizhang Huang, Wai Lam |
| 2007 | SDM | Active Learning of Constraints for Semi-supervised Text Clustering. | Ruizhang Huang, Wai Lam, Zhigang Zhang |
| 2006 | SIGIR | Refining hierarchical taxonomy structure via semi-supervised learning. | Ruizhang Huang, Zhigang Zhang, Wai Lam |
| 2004 | SIGIR | Learning phonetic similarity for matching named entity translations and mining new translations. | Wai Lam, Ruizhang Huang, Pik-Shan Cheung |
| 2003 | IKE | Supporting Story Link Detection Using Automatic Topic Type Categorization. | Ruizhang Huang, Wai Lam |
| 2003 | IKE | Discovering Bilingual Name Association and Translation From Online News of Different Sources. | Yin-Yee Law, Ruizhang Huang, Wai Lam |