A hybrid BCI web browser based on EEG and EOG signals. - Shenghong He; Tianyou Yu; Zhenghui Gu; Yuanqing Li 001 (EMBC, 2017)

A BCI-Based Environmental Control System for Patients With Severe Spinal Cord Injuries. - Rui Zhang; Qihong Wang; Kai Li; Shenghong He; Si Qin; Zhenghui Feng; Yang Chen; Pingxia Song; Tingyan Yang; Yuandong Zhang; Zhuliang Yu; Yaohua Hu; et al. (IEEE Trans. Biomed. Eng., 2017)

A EOG-based switch and its application for "start/stop" control of a wheelchair. - Yuanqing Li 001; Shenghong He; Qiyun Huang; Zhenghui Gu; Zhu Liang Yu (Neurocomputing, 2018)

An EOG-Based Human-Machine Interface for Wheelchair Control. - Qiyun Huang; Shenghong He; Qihong Wang; Zhenghui Gu; Nengneng Peng; Kai Li; Yuandong Zhang; Ming Shao; Yuanqing Li 001 (IEEE Trans. Biomed. Eng., 2018)

Beta Oscillation-Targeted Neurofeedback Training Based on Subthalamic LFPs in Parkinsonian Patients. - Shenghong He; Emilie Syed; Flavie Torrecillos; Gerd Tinkhauser; Petra Fischer; Alek Pogosyan; Erlick Pereira; Keyoumars Ashkan; Harutomo Hasegawa; Peter Brown 001; Huiling Tan (NER, 2019)

An EOG-Based Human-Machine Interface to Control a Smart Home Environment for Patients With Severe Spinal Cord Injuries. - Rui Zhang; Shenghong He; Xinghua Yang; Xiaoyun Wang 001; Kai Li; Qiyun Huang; Zhuliang Yu; Xichun Zhang; Dan Tang; Yuanqing Li 001 (IEEE Trans. Biomed. Eng., 2019)

Artefact-free recording of local field potentials with simultaneous stimulation for closed-loop Deep-Brain Stimulation. - Jean Debarros; Lea Gaignon; Shenghong He; Alek Pogosyan; Moaad Benjaber; Timothy Denison; Peter Brown 001; Huiling Tan (EMBC, 2020)

Closed-loop DBS triggered by real-time movement and tremor decoding based on thalamic LFPs for essential tremor. - Shenghong He; Jean Debarros; Saed Khawaldeh; Alek Pogosyan; Abteen Mostofi; Fahd Baig; Erlick Pereira; Peter Brown 001; Huiling Tan (EMBC, 2020)

Optimizing Time-Frequency Feature Extraction and Channel Selection through Gradient Backpropagation to Improve Action Decoding based on Subthalamic Local Field Potentials. - Thomas Martineau; Shenghong He; Ravi Vaidyanathan; Peter Brown 001; Huiling Tan (EMBC, 2020)

A Hybrid Asynchronous Brain-Computer Interface Combining SSVEP and EOG Signals. - Yajun Zhou; Shenghong He; Qiyun Huang; Yuanqing Li 001 (IEEE Trans. Biomed. Eng., 2020)

Flow-Pronged Defense against Adversarial Examples. - Shenghong He; Chao Yi; Zongheng Zongheng; Yunyun Dong (AIAM (IEEE), 2021)

Type-I Generative Adversarial Attack. - Shenghong He; Ruxin Wang 002; Tongliang Liu; Chao Yi; Xin Jin 005; Renyang Liu 001; Wei Zhou 011 (IEEE Trans. Dependable Secur. Comput., 2023)

Hierarchical Multi-agent Meta-Reinforcement Learning for Cross-channel Bidding. - Shenghong He; Chao Yu (CoRR, 2024)

Cortical beta oscillations help synchronise muscles during static posture holding in healthy motor control. - Thomas G. Simpson; William Godfrey; Flavie Torrecillos; Shenghong He; Damian M. Herz; Ashwini Oswal; Muthuraman Muthuraman; Alek Pogosyan; Huiling Tan (NeuroImage, 2024)

Model-Based Offline Reinforcement Learning with Reliability-Guaranteed Sequence Modeling. - Shenghong He (CoRR, 2025)

Hierarchical Multi-Agent Meta-Reinforcement Learning for Cross-Channel Bidding. - Shenghong He; Chao Yu 004; Qian Lin; Shangqin Mao; Bo Tang; Qianlong Xie; Xingxing Wang (IEEE Trans. Knowl. Data Eng., 2025)