Huayu Chen

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 16

Top Topics

Emotion Recognition

Reinforcement Learning

Functional Brain

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Huayu Chen, Cheng Lu, Zhengyi Wang, Hang Su, Jun Zhu
Score Regularized Policy Optimization through Diffusion Behavior. ICLR (2024)
Huayu Chen, Kaiwen Zheng, Hang Su, Jun Zhu
Aligning Diffusion Behaviors with Q-functions for Efficient Continuous Control. CoRR (2024)
Huayu Chen, Guande He, Hang Su, Jun Zhu
Noise Contrastive Alignment of Language Models with Explicit Rewards. CoRR (2024)
Tianjiao Luo, Tim Pearce, Huayu Chen, Jianfei Chen, Jun Zhu
C-GAIL: Stabilizing Generative Adversarial Imitation Learning with Control Theory. CoRR (2024)
Huayu Chen, Cheng Lu, Chengyang Ying, Hang Su, Jun Zhu
Offline Reinforcement Learning via High-Fidelity Generative Behavior Modeling. ICLR (2023)
Cheng Lu, Huayu Chen, Jianfei Chen, Hang Su, Chongxuan Li, Jun Zhu
Contrastive Energy Prediction for Exact Energy-Guided Diffusion Sampling in Offline Reinforcement Learning. ICML (2023)
Cheng Lu, Huayu Chen, Jianfei Chen, Hang Su, Chongxuan Li, Jun Zhu
Contrastive Energy Prediction for Exact Energy-Guided Diffusion Sampling in Offline Reinforcement Learning. CoRR (2023)
Shuting Sun, Huayu Chen, Gang Luo, Chang Yan, Qunxi Dong, Xuexiao Shao, Xiaowei Li, Bin Hu
Clustering-Fusion Feature Selection Method in Identifying Major Depressive Disorder Based on Resting State EEG Signals. IEEE J. Biomed. Health Informatics 27 (7) (2023)
Huayu Chen, Cheng Lu, Zhengyi Wang, Hang Su, Jun Zhu
Score Regularized Policy Optimization through Diffusion Behavior. CoRR (2023)
Huayu Chen, Shuting Sun, Jianxiu Li, Ruilan Yu, Nan Li, Xiaowei Li, Bin Hu
Personal-Zscore: Eliminating Individual Difference for EEG-Based Cross-Subject Emotion Recognition. IEEE Trans. Affect. Comput. 14 (3) (2023)
Jiayi Weng, Huayu Chen, Dong Yan, Kaichao You, Alexis Duburcq, Minghao Zhang, Yi Su, Hang Su, Jun Zhu
Tianshou: A Highly Modularized Deep Reinforcement Learning Library. J. Mach. Learn. Res. 23 (2022)
Huayu Chen, Cheng Lu, Chengyang Ying, Hang Su, Jun Zhu
Offline Reinforcement Learning via High-Fidelity Generative Behavior Modeling. CoRR (2022)
Huayu Chen, Huanhuan He, Shuting Sun, Jianxiu Li, Xuexiao Shao, Junxiang Li, Xiaowei Li, Bin Hu
Weight-based Channel-model Matrix Framework: a reasonable solution for EEG-based cross-dataset emotion recognition. CoRR (2022)
Jiayi Weng, Huayu Chen, Dong Yan, Kaichao You, Alexis Duburcq, Minghao Zhang, Hang Su, Jun Zhu
Tianshou: a Highly Modularized Deep Reinforcement Learning Library. CoRR (2021)
Shuting Sun, Jianxiu Li, Huayu Chen, Tao Gong, Xiaowei Li, Bin Hu
A study of resting-state EEG biomarkers for depression recognition. CoRR (2020)
Shuting Sun, Huayu Chen, Xuexiao Shao, Liangliang Liu, Xiaowei Li, Bin Hu
EEG Based Depression Recognition by Combining Functional Brain Network and Traditional Biomarkers. BIBM (2020)