| 2026 | CHI | Augmenting Clinical Decision-Making with an Interactive and Interpretable AI Copilot: A Real-World User Study with Clinicians in Nephrology and Obstetrics. | Yinghao Zhu, Dehao Sui, Zixiang Wang, Xuning Hu, Lei Gu, Yifan Qi, Tianchen Wu, Ling Wang, Yuan Wei, Wen Tang, Zhihan Cui, Yasha Wang, Lequan Yu, Ewen M. Harrison, Junyi Gao, Liantao Ma |
| 2025 | KDD | Learnable Prompt as Pseudo-Imputation: Rethinking the Necessity of Traditional EHR Data Imputation in Downstream Clinical Prediction. | Weibin Liao, Yinghao Zhu, Zhongji Zhang, Yuhang Wang, Zixiang Wang, Xu Chu, Yasha Wang, Liantao Ma |
| 2025 | WWW | ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration. | Zixiang Wang, Yinghao Zhu, Huiya Zhao, Xiaochen Zheng, Dehao Sui, Tianlong Wang, Wen Tang, Yasha Wang, Ewen M. Harrison, Chengwei Pan, Junyi Gao, Liantao Ma |
| 2024 | CIKM | EMERGE: Enhancing Multimodal Electronic Health Records Predictive Modeling with Retrieval-Augmented Generation. | Yinghao Zhu, Changyu Ren, Zixiang Wang, Xiaochen Zheng, Shiyun Xie, Junlan Feng, Xi Zhu, Zhoujun Li, Liantao Ma, Chengwei Pan |
| 2024 | CIKM | PRISM: Mitigating EHR Data Sparsity via Learning from Missing Feature Calibrated Prototype Patient Representations. | Yinghao Zhu, Zixiang Wang, Long He, Shiyun Xie, Xiaochen Zheng, Liantao Ma, Chengwei Pan |
| 2023 | AAAI | Low Resource Quantitative Information Extraction via Structure Searching and Prefix-Based Text Generation. | Tongliang Li, Zixiang Wang, Zhoujun Li |
| 2022 | TrustCom | Cdga: A GAN-based Controllable Domain Generation Algorithm. | You Zhai, Jian Yang, Zixiang Wang, Longtao He, Liqun Yang, Zhoujun Li |
| 2021 | ISSRE | Reliability Analysis of Systems Subject to Imperfect Fault Coverage Considering Failure Propagation and Component Relevancy. | Chuanli Wu, Zixiang Wang, Siwei Zhou, Dongdong Zhao, Jing Tian, Jianwen Xiang |
| 2021 | QRS | Reliability-redundancy allocation problem considering imperfect fault coverage. | Zixiang Wang, Siwei Zhou, Dongdong Zhao, Jianwen Xiang |
| 2004 | Interspeech | A novel voice conversion system based on codebook mapping with phoneme-tied weighting. | Zixiang Wang, Ren-Hua Wang, Zhiwei Shuang, Zhen-Hua Ling |