| 2026 | AAAI | anyECG-chat: A Generalist ECG-MLLM for Flexible ECG Input and Multi-Task Understanding. | Haitao Li, Ziyu Li, Yiheng Mao, Ziyi Liu, Zhoujian Sun, Zhengxing Huang |
| 2026 | ACL | ReStyle-TTS: Relative and Continuous Style Control for Zero-Shot Speech Synthesis. | Haitao Li, Chunxiang Jin, Chenglin Li, Wenhao Guan, Zhengxing Huang, Xie Chen |
| 2025 | ICASSP | KCGAFormer: When Large-Kernel ConvFormer Meets KAN in Semantic Segmentation. | Shihao Wang, Zhengxing Huang, Enguang Zuo, Alimjan Aysa, Kurban Ubul |
| 2025 | MICCAI | Phenotype-Guided Generative Model for High-Fidelity Cardiac MRI Synthesis: Advancing Pretraining and Clinical Applications. | Ziyu Li, Yujian Hu, Zhengyao Ding, Yiheng Mao, Haitao Li, Fan Yi, Hongkun Zhang, Zhengxing Huang |
| 2025 | MICCAI | DC-Seg: Disentangled Contrastive Learning for Brain Tumor Segmentation with Missing Modalities. | Haitao Li, Ziyu Li, Yiheng Mao, Zhengyao Ding, Zhengxing Huang |
| 2024 | MICCAI | Cross-Modality Cardiac Insight Transfer: A Contrastive Learning Approach to Enrich ECG with CMR Features. | Zhengyao Ding, Yujian Hu, Ziyu Li, Hongkun Zhang, Fei Wu, Yilang Xiang, Tian Li, Ziyi Liu, Xuesen Chu, Zhengxing Huang |
| 2024 | MICCAI | Physical-Priors-Guided Aortic Dissection Detection Using Non-Contrast-Enhanced CT Images. | Zhengyao Ding, Yujian Hu, Hongkun Zhang, Fei Wu, Shifeng Yang, Xiaolong Du, Yilang Xiang, Tian Li, Xuesen Chu, Zhengxing Huang |
| 2024 | MICCAI | Adapting Pre-trained Generative Model to Medical Image for Data Augmentation. | Zhouhang Yuan, Zhengqing Fang, Zhengxing Huang, Fei Wu, Yu-Feng Yao, Yingming Li |
| 2023 | AAAI | Learning Chemical Rules of Retrosynthesis with Pre-training. | Yinjie Jiang, Ying Wei, Fei Wu, Zhengxing Huang, Kun Kuang, Zhihua Wang |
| 2022 | ICIP | Disentangled Sequential Autoencoder with Local Consistency for Infectious Keratitis Diagnosis. | Yuxuan Si, Zhengqing Fang, Kun Kuang, Zhengxing Huang, Yu-Feng Yao, Fei Wu |
| 2022 | IJCAI | On Tracking Dialogue State by Inheriting Slot Values in Mentioned Slot Pools. | Zhoujian Sun, Zhengxing Huang, Nai Ding |
| 2022 | MICCAI | TranSQ: Transformer-Based Semantic Query for Medical Report Generation. | Ming Kong, Zhengxing Huang, Kun Kuang, Qiang Zhu, Fei Wu |
| 2015 | AIME | Predictive Monitoring of Local Anomalies in Clinical Treatment Processes. | Zhengxing Huang, Jose M. Juarez, Wei Dong, Lei Ji, Huilong Duan |
| 2015 | AMIA | Medical Inpatient Journey Modeling and Clustering: A Bayesian Hidden Markov Model Based Approach. | Zhengxing Huang, Wei Dong, Fei Wang, Huilong Duan |
| 2013 | AIME | Similarity Measuring between Patient Traces for Clinical Pathway Analysis. | Zhengxing Huang, Xudong Lu, Huilong Duan |
| 2013 | APCC | Regularization selection method for LMS-type sparse multipath channel estimation. | Zhengxing Huang, Guan Gui, An-min Huang, Dong Xiang, Fumiyuki Adachi |
| 2012 | AMIA | Anomaly detection in clinical processes. | Zhengxing Huang, Xudong Lu, Huilong Duan |
| 2011 | AIME | Variation Prediction in Clinical Processes. | Zhengxing Huang, Xudong Lu, Chenxi Gan, Huilong Duan |