Shenghong He

22 papers A* 2Journal 14Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Advantage-based Temporal Attack in Reinforcement Learning.
CoRR
Shenghong He
2026 J jnl
Characterising motor and cognitive contributions of cortical beta oscillations and their modulation with rTMS.
NeuroImage
Shenghong He, Juan Francisco Martin-Rodriguez, Alek Pogosyan, Eduardo M. Moraud, Huiling Tan
2026 J jnl
Decoding pre-movement neural activity from thalamic LFPs for adaptive neurostimulation in tremor patients.
Neurocomputing
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
2026 A* conf
Reliability-Guaranteed and Reward-Seeking Sequence Modeling for Model-Based Offline Reinforcement Learning.
AAAI
Shenghong He, Chao Yu, Qian Lin, Yile Liang, Donghui Li, Xuetao Ding
2025 A* conf
Conservative Offline Goal-Conditioned Implicit V-Learning.
ICML
Kaiqiang Ke, Qian Lin, Zongkai Liu, Shenghong He, Chao Yu
2025 J jnl
Gradient Inversion in Federated Reinforcement Learning.
CoRR
Shenghong He
2025 J jnl
Hierarchical Multi-Agent Meta-Reinforcement Learning for Cross-Channel Bidding.
IEEE Trans. Knowl. Data Eng.
Shenghong He, Chao Yu, Qian Lin, Shangqin Mao, Bo Tang, Qianlong Xie, Xingxing Wang
2025 J jnl
Model-Based Offline Reinforcement Learning with Reliability-Guaranteed Sequence Modeling.
CoRR
Shenghong He
2024 J jnl
Cortical beta oscillations help synchronise muscles during static posture holding in healthy motor control.
NeuroImage
Thomas G. Simpson, William Godfrey, Flavie Torrecillos, Shenghong He, Damian M. Herz, Ashwini Oswal, Muthuraman Muthuraman, Alek Pogosyan, Huiling Tan
2024 J jnl
Hierarchical Multi-agent Meta-Reinforcement Learning for Cross-channel Bidding.
CoRR
Shenghong He, Chao Yu
2023 J jnl
Type-I Generative Adversarial Attack.
IEEE Trans. Dependable Secur. Comput.
Shenghong He, Ruxin Wang, Tongliang Liu, Chao Yi, Xin Jin, Renyang Liu, Wei Zhou
2021 — conf
Flow-Pronged Defense against Adversarial Examples.
AIAM (IEEE)
Shenghong He, Chao Yi, Zongheng Zongheng, Yunyun Dong
2020 J jnl
A Hybrid Asynchronous Brain-Computer Interface Combining SSVEP and EOG Signals.
IEEE Trans. Biomed. Eng.
Yajun Zhou, Shenghong He, Qiyun Huang, Yuanqing Li
2020 — conf
Artefact-free recording of local field potentials with simultaneous stimulation for closed-loop Deep-Brain Stimulation.
EMBC
Jean Debarros, Lea Gaignon, Shenghong He, Alek Pogosyan, Moaad Benjaber, Timothy Denison, Peter Brown, Huiling Tan
2020 — conf
Closed-loop DBS triggered by real-time movement and tremor decoding based on thalamic LFPs for essential tremor.
EMBC
Shenghong He, Jean Debarros, Saed Khawaldeh, Alek Pogosyan, Abteen Mostofi, Fahd Baig, Erlick Pereira, Peter Brown, Huiling Tan
2020 — conf
Optimizing Time-Frequency Feature Extraction and Channel Selection through Gradient Backpropagation to Improve Action Decoding based on Subthalamic Local Field Potentials.
EMBC
Thomas Martineau, Shenghong He, Ravi Vaidyanathan, Peter Brown, Huiling Tan
2019 J jnl
An EOG-Based Human-Machine Interface to Control a Smart Home Environment for Patients With Severe Spinal Cord Injuries.
IEEE Trans. Biomed. Eng.
Rui Zhang, Shenghong He, Xinghua Yang, Xiaoyun Wang, Kai Li, Qiyun Huang, Zhuliang Yu, Xichun Zhang, Dan Tang, Yuanqing Li
2019 — conf
Beta Oscillation-Targeted Neurofeedback Training Based on Subthalamic LFPs in Parkinsonian Patients.
NER
Shenghong He, Emilie Syed, Flavie Torrecillos, Gerd Tinkhauser, Petra Fischer, Alek Pogosyan, Erlick Pereira, Keyoumars Ashkan, Harutomo Hasegawa, Peter Brown, Huiling Tan
2018 J jnl
A EOG-based switch and its application for "start/stop" control of a wheelchair.
Neurocomputing
Yuanqing Li, Shenghong He, Qiyun Huang, Zhenghui Gu, Zhu Liang Yu
2018 J jnl
An EOG-Based Human-Machine Interface for Wheelchair Control.
IEEE Trans. Biomed. Eng.
Qiyun Huang, Shenghong He, Qihong Wang, Zhenghui Gu, Nengneng Peng, Kai Li, Yuandong Zhang, Ming Shao, Yuanqing Li
2017 J jnl
A BCI-Based Environmental Control System for Patients With Severe Spinal Cord Injuries.
IEEE Trans. Biomed. Eng.
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
2017 — conf
A hybrid BCI web browser based on EEG and EOG signals.
EMBC
Shenghong He, Tianyou Yu, Zhenghui Gu, Yuanqing Li