| 2025 | IRI | LLM-Based Agents for Automated Confounder Discovery and Subgroup Analysis in Causal Inference. | Po-Han Lee, Yu-Cheng Lin, Chan-Tung Ku, Chan Hsu, Pei-Cing Huang, Ping-Hsun Wu, Yihuang Kang |
| 2025 | IRI | Towards Simulating Social Influence Dynamics with LLM-Based Multi-Agents. | Hsien-Tsung Lin, Pei-Cing Huang, Chan-Tung Ku, Chan Hsu, Pei-Xuan Shieh, Yihuang Kang |
| 2025 | IRI | Towards Interpretable Renal Health Decline Forecasting via Multi-LMM Collaborative Reasoning Framework. | Peng-Yi Wu, Pei-Cing Huang, Ting-Yu Chen, Chantung Ku, Ming-Yen Lin, Yihuang Kang |
| 2023 | IRI | A Teacher-Student Knowledge Distillation Framework for Enhanced Detection of Anomalous User Activity. | Chan Hsu, Chan-Tung Ku, Yuwen Wang, Minchen Hsieh, Jun-Ting Wu, Yunhsiang Hsieh, PoFeng Chang, Yimin Lu, Yihuang Kang |
| 2022 | HRI | A Machine Learning Approach to Model HRI Research Trends in 2010~2021. | Chan Hsu, Ching-Chih Tsao, Yu-Liang Weng, Cheng-Yi Tang, Yu-Wen Chang, Yihuang Kang, Shih-Yi Chien |
| 2021 | IRI | Towards Model-informed Precision Dosing with Expert-in-the-loop Machine Learning. | Yihuang Kang, Yi-Wen Chiu, Ming-Yen Lin, Fang-Yi Su, Sheng-Tai Huang |
| 2020 | IRI | Topic Diffusion Discovery based on Deep Non-negative Autoencoder. | Sheng-Tai Huang, Yihuang Kang, Shao-Min Hung, Bowen Kuo, I-Ling Cheng |
| 2020 | IRI | Discovering Drug-Drug and Drug-Disease Interactions Inducing Acute Kidney Injury Using Deep Rule Forests. | Bowen Kuo, Yihuang Kang, Pinghsung Wu, Sheng-Tai Huang, Yajie Huang |
| 2019 | HCI | A Medical Decision Support System Using Text Mining to Compare Electronic Medical Records. | Pei-Ju Lee, Yen-Hsien Lee, Yihuang Kang, Ching-Ping Chao |
| 2019 | IRI | Towards Interpretable Deep Extreme Multi-Label Learning. | Yihuang Kang, I-Ling Cheng, Wenjui Mao, Bowen Kuo, Pei-Ju Lee |
| 2019 | MDM | A Structure-Behavior Coalescence Design Method for Mobile Social Network Systems. | Keng-Pei Lin, Yihuang Kang, William S. Chao |
| 2018 | IRI | Topic Diffusion Discovery Based on Sparseness-Constrained Non-Negative Matrix Factorization. | Yihuang Kang, Keng-Pei Lin, I-Ling Cheng |
| 2016 | IRI | Process Discovery Using Classification Tree Hidden Semi-Markov Model. | Yihuang Kang, Vladimir Zadorozhny |