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Huayu Chen
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2020 – today
- 2025
- [j4]Shanshan Qu, Dixin Wang, Chang Yan, Na Chu, Zhigang Li, Gang Luo, Huayu Chen, Xuesong Liu, Xuan Zhang, Qunxi Dong, Xiaowei Li, Shuting Sun, Bin Hu
:
Depression recognition using high-order generalized multilayer brain functional network fused with EEG multi-domain information. Inf. Fusion 114: 102723 (2025) - 2024
- [c4]Huayu Chen, Cheng Lu, Zhengyi Wang, Hang Su, Jun Zhu:
Score Regularized Policy Optimization through Diffusion Behavior. ICLR 2024 - [i11]Huayu Chen, Guande He, Hang Su, Jun Zhu:
Noise Contrastive Alignment of Language Models with Explicit Rewards. CoRR abs/2402.05369 (2024) - [i10]Tianjiao Luo, Tim Pearce, Huayu Chen, Jianfei Chen, Jun Zhu:
C-GAIL: Stabilizing Generative Adversarial Imitation Learning with Control Theory. CoRR abs/2402.16349 (2024) - [i9]Huayu Chen, Kaiwen Zheng, Hang Su, Jun Zhu:
Aligning Diffusion Behaviors with Q-functions for Efficient Continuous Control. CoRR abs/2407.09024 (2024) - [i8]Songming Liu, Lingxuan Wu, Bangguo Li, Hengkai Tan, Huayu Chen, Zhengyi Wang, Ke Xu, Hang Su, Jun Zhu:
RDT-1B: a Diffusion Foundation Model for Bimanual Manipulation. CoRR abs/2410.07864 (2024) - [i7]Huayu Chen, Hang Su, Peize Sun, Jun Zhu:
Toward Guidance-Free AR Visual Generation via Condition Contrastive Alignment. CoRR abs/2410.09347 (2024) - 2023
- [j3]Huayu Chen
Personal-Zscore: Eliminating Individual Difference for EEG-Based Cross-Subject Emotion Recognition. IEEE Trans. Affect. Comput. 14(3): 2077-2088 (2023) - [j2]Shuting Sun, Huayu Chen
Clustering-Fusion Feature Selection Method in Identifying Major Depressive Disorder Based on Resting State EEG Signals. IEEE J. Biomed. Health Informatics 27(7): 3152-3163 (2023) - [c3]Huayu Chen, Cheng Lu, Chengyang Ying, Hang Su, Jun Zhu:
Offline Reinforcement Learning via High-Fidelity Generative Behavior Modeling. ICLR 2023 - [c2]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: 22825-22855 - [i6]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 abs/2304.12824 (2023) - [i5]Huayu Chen, Cheng Lu, Zhengyi Wang, Hang Su, Jun Zhu:
Score Regularized Policy Optimization through Diffusion Behavior. CoRR abs/2310.07297 (2023) - 2022
- [j1]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: 267:1-267:6 (2022) - [i4]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 abs/2209.05849 (2022) - [i3]Huayu Chen, Cheng Lu, Chengyang Ying, Hang Su, Jun Zhu:
Offline Reinforcement Learning via High-Fidelity Generative Behavior Modeling. CoRR abs/2209.14548 (2022) - 2021
- [i2]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 abs/2107.14171 (2021) - 2020
- [c1]Shuting Sun, Huayu Chen, Xuexiao Shao, Liangliang Liu
EEG Based Depression Recognition by Combining Functional Brain Network and Traditional Biomarkers. BIBM 2020: 2074-2081 - [i1]Shuting Sun, Jianxiu Li, Huayu Chen, Tao Gong, Xiaowei Li, Bin Hu:
A study of resting-state EEG biomarkers for depression recognition. CoRR abs/2002.11039 (2020)
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