Short term traffic flow prediction based on on-line sequential extreme learning machine. - Zhiyuan Ma 001; Guangchun Luo; Dijiang Huang (ICACI, 2016)

Power-gating-aware scheduling with effective hardware resources optimization. - Nan Wang 003; Wei Zhong; Song Chen 001; Zhiyuan Ma 001; Xiaofeng Ling; Yu Zhu 005 (Integr., 2018)

Online Sensor Drift Compensation for E-Nose Systems Using Domain Adaptation and Extreme Learning Machine. - Zhiyuan Ma 001; Guangchun Luo; Ke Qin; Nan Wang 003; Weina Niu (Sensors, 2018)

Weighted Domain Transfer Extreme Learning Machine and Its Online Version for Gas Sensor Drift Compensation in E-Nose Systems. - Zhiyuan Ma 001; Guangchun Luo; Ke Qin; Nan Wang 003; Weina Niu (Wirel. Commun. Mob. Comput., 2018)

Intelligent Hospital Guidance System based on Multi-Round Conversation. - Daowen Liu; Zhiyuan Ma 001; Yangming Zhou; Jie Zhai; Tingting Cai; Kui Xue; Ping He (BIBM, 2019)

Question Answering based Clinical Text Structuring Using Pre-trained Language Model. - Jiahui Qiu; Yangming Zhou; Zhiyuan Ma 001; Tong Ruan; Jinlin Liu; Jing Sun (BIBM, 2019)

Fine-tuning BERT for Joint Entity and Relation Extraction in Chinese Medical Text. - Kui Xue; Yangming Zhou; Zhiyuan Ma 001; Tong Ruan; Huanhuan Zhang; Ping He (BIBM, 2019)

CBOWRA: A Representation Learning Approach for Medication Anomaly Detection. - Liang Zhao; Zhiyuan Ma 001; Yangming Zhou; Kai Wang; Shengping Liu; Ju Gao; Wen Du (BIBM, 2019)

Detecting Hypernymy Relations Between Medical Compound Entities Using a Hybrid-Attention Based Bi-GRU-CapsNet Model. - Chenming Xu; Yangming Zhou; Qi Wang 020; Zhiyuan Ma 001; Yan Zhu 008 (IEEE Access, 2019)

Integrating operation scheduling and binding for functional unit power-gating in high-level synthesis. - Nan Wang 003; Song Chen 001; Zhiyuan Ma 001; Xiaofeng Ling; Yu Zhu 005 (Integr., 2019)

Model Adaptation through Hypothesis Transfer with Gradual Knowledge Distillation. - Song Tang 001; Yuji Shi; Zhiyuan Ma 001; Jian Li; Jianzhi Lyu; Qingdu Li; Jianwei Zhang 001 (IROS, 2021)

Nearest Neighborhood-Based Deep Clustering for Source Data-absent Unsupervised Domain Adaptation. - Song Tang 001; Yan Yang; Zhiyuan Ma 001; Norman Hendrich; Fanyu Zeng; Shuzhi Sam Ge; Changshui Zhang; Jianwei Zhang 001 (CoRR, 2021)

From electronic health records to terminology base: A novel knowledge base enrichment approach. - Jiaying Zhang; Zhixing Zhang; Huanhuan Zhang; Zhiyuan Ma 001; Qi Ye; Ping He; Yangming Zhou (J. Biomed. Informatics, 2021)

NE-LP: Normalized entropy- and loss prediction-based sampling for active learning in Chinese word segmentation on EHRs. - Tingting Cai; Zhiyuan Ma 001; Hong Zheng; Yangming Zhou (Neural Comput. Appl., 2021)

Weakly Supervised Referring Expression Grounding via Target-Guided Knowledge Distillation. - Jinpeng Mi; Song Tang 001; Zhiyuan Ma 001; Dan Liu; Qingdu Li; Jianwei Zhang 001 (ICRA, 2023)

Temporal cues enhanced multimodal learning for action recognition in RGB-D videos. - Dan Liu; Fanrong Meng; Qing Xia; Zhiyuan Ma 001; Jinpeng Mi; Yan Gan; Mao Ye 001; Jianwei Zhang 001 (Neurocomputing, 2024)

Online Multi-Agent Task Assignment and Path Finding With Kinematic Constraint in the Federated Internet of Things. - Yunfeng Hou; Zhiyuan Ma 001; Zhichun Pan (IEEE Trans. Consumer Electron., 2024)

Learning economically for Chinese word segmentation: tuning pretrained model via active learning and N-gram preference. - Zhiyuan Ma 001; Jiwei Qin; Song Tang 001; Jinpeng Mi; Dan Liu (Neural Comput. Appl., 2025)