Shenghong He

According to our database, Shenghong He authored at least 22 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Advantage-based Temporal Attack in Reinforcement Learning.

Shenghong He

CoRR, February, 2026

Characterising motor and cognitive contributions of cortical beta oscillations and their modulation with rTMS.

Shenghong He, Juan Francisco Martin-Rodriguez, Alek Pogosyan, Eduardo M. Moraud, Huiling Tan

NeuroImage, 2026

Decoding pre-movement neural activity from thalamic LFPs for adaptive neurostimulation in tremor patients.

Fernando U. Rodriguez Plazas, Thomas G. Simpson, Laura Wehmeyer, Rahul S. Shah, Jamie Brannigan, Michael G. Hart, Pablo Andrade, Francesca Morgante, Veerle Visser-Vandewalle, Erlick Pereira, Huiling Tan, Shenghong He

Neurocomputing, 2026

Reliability-Guaranteed and Reward-Seeking Sequence Modeling for Model-Based Offline Reinforcement Learning.

Shenghong He, Chao Yu, Qian Lin, Yile Liang, Donghui Li, Xuetao Ding

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Gradient Inversion in Federated Reinforcement Learning.

Shenghong He

CoRR, December, 2025

Hierarchical Multi-Agent Meta-Reinforcement Learning for Cross-Channel Bidding.

Shenghong He, Chao Yu, Qian Lin, Shangqin Mao, Bo Tang, Qianlong Xie, Xingxing Wang

IEEE Trans. Knowl. Data Eng., March, 2025

Model-Based Offline Reinforcement Learning with Reliability-Guaranteed Sequence Modeling.

Shenghong He

CoRR, February, 2025

Conservative Offline Goal-Conditioned Implicit V-Learning.

Kaiqiang Ke, Qian Lin, Zongkai Liu, Shenghong He, Chao Yu

Proceedings of the Forty-second International Conference on Machine Learning, 2025

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

Hierarchical Multi-agent Meta-Reinforcement Learning for Cross-channel Bidding.

Shenghong He, Chao Yu

CoRR, 2024

2023

Type-I Generative Adversarial Attack.

Shenghong He, Ruxin Wang, Tongliang Liu, Chao Yi, Xin Jin, Renyang Liu, Wei Zhou

IEEE Trans. Dependable Secur. Comput., 2023

2021

Flow-Pronged Defense against Adversarial Examples.

Shenghong He, Chao Yi, Zongheng Zongheng, Yunyun Dong

Proceedings of the 3rd International Conference on Artificial Intelligence and Advanced Manufacture, 2021

2020

A Hybrid Asynchronous Brain-Computer Interface Combining SSVEP and EOG Signals.

Yajun Zhou, Shenghong He, Qiyun Huang, Yuanqing Li

IEEE Trans. Biomed. Eng., 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, Huiling Tan

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 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, Huiling Tan

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

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, Huiling Tan

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

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, Kai Li, Qiyun Huang, Zhuliang Yu, Xichun Zhang, Dan Tang, Yuanqing Li

IEEE Trans. Biomed. Eng., 2019

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, Huiling Tan

Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

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

IEEE Trans. Biomed. Eng., 2018

A EOG-based switch and its application for "start/stop" control of a wheelchair.

Yuanqing Li, Shenghong He, Qiyun Huang, Zhenghui Gu, Zhu Liang Yu

Neurocomputing, 2018

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, Ming Shao, Yuanqing Li

IEEE Trans. Biomed. Eng., 2017

A hybrid BCI web browser based on EEG and EOG signals.

Shenghong He, Tianyou Yu, Zhenghui Gu, Yuanqing Li

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017