Huayu Chen - RankMe

48 papers A* 11Journal 34Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Latent Multi-Branch Diffusion Model for Addressing Class Imbalance in Medical Signal Classification. CNML Zipeng Wu, Tongyuan Huang, Chunyuan Liu, Yangjian Wang, Shidong Xiong, Huayu Chen
2026	J	`jnl`	Quantifying Emotional Patterns for EEG-Based Emotion Recognition: An Interpretable Study on EEG Individual Differences. IEEE Trans. Affect. Comput. Huayu Chen, Xiaowei Li, Xuexiao Shao, Huanhuan He, Junxiang Li, Jing Zhu, Shuting Sun, Bin Hu
2026	J	`jnl`	SS-NeRF: Shine-sphere rendering for neural radiance fields. Pattern Recognit. Yihan Yang, Tongyuan Huang, Zhixing Zhang, Chunyuan Liu, Huayu Chen, Zipeng Wu
2026	J	`jnl`	sEMG-based real-time speech synthesis with feature distillation and dynamic chunk convolution. Appl. Soft Comput. Yang Liu, Chen Lv, Yi Li, Huayu Chen, Yan Chen, Longhan Xie
2025	J	`jnl`	A Survey of Reinforcement Learning for Large Reasoning Models. CoRR Kaiyan Zhang, Yuxin Zuo, Bingxiang He, Youbang Sun, Runze Liu, Che Jiang, Yuchen Fan, Kai Tian, Guoli Jia, Pengfei Li, Yu Fu, Xingtai Lv, Yuchen Zhang, Sihang Zeng, Shang Qu, Haozhan Li, Shijie Wang, Yuru wang, Xinwei Long, Fangfu Liu, Xiang Xu, Jiaze Ma, Xuekai Zhu, Ermo Hua, Yihao Liu, Zonglin Li, Huayu Chen, Xiaoye Qu, Yafu Li, Weize Chen, Zhenzhao Yuan, Junqi Gao, Dong Li, Zhiyuan Ma, Ganqu Cui, Zhiyuan Liu, Biqing Qi, Ning Ding, Bowen Zhou
2025	—	`conf`	Assessing Stability and Consistency in EEG-Based Functional Brain Network Construction Methods. BIBM Fudi Qin, Huayu Chen, Huiwen Guo, Xiaowei Li, Shuting Sun, Bin Hu
2025	J	`jnl`	Bridging Supervised Learning and Reinforcement Learning in Math Reasoning. CoRR Huayu Chen, Kaiwen Zheng, Qinsheng Zhang, Ganqu Cui, Yin Cui, Haotian Ye, Tsung-Yi Lin, Ming-Yu Liu, Jun Zhu, Haoxiang Wang
2025	J	`jnl`	Cosmos-Reason1: From Physical Common Sense To Embodied Reasoning. CoRR Alisson G. Azzolini, Hannah Brandon, Prithvijit Chattopadhyay, Huayu Chen, Jinju Chu, Yin Cui, Jenna Diamond, Yifan Ding, Francesco Ferroni, Rama Govindaraju, Jinwei Gu, Siddharth Gururani, Imad El Hanafi, Zekun Hao, Jacob Samuel Huffman, Jingyi Jin, Brendan Johnson, Rizwan Khan, George Kurian, Elena Lantz, Nayeon Lee, Zhaoshuo Li, Xuan Li, Tsung-Yi Lin, Yen-Chen Lin, Ming-Yu Liu, Alice Luo, Andrew Mathau, Yun Ni, Lindsey Pavao, Wei Ping, David W. Romero, Misha Smelyanskiy, Shuran Song, Lyne Tchapmi, Andrew Z. Wang, Boxin Wang, Haoxiang Wang, Fangyin Wei, Jiashu Xu, Yao Xu, Xiaodong Yang, Zhuolin Yang, Xiaohui Zeng, Zhe Zhang
2025	J	`jnl`	Data-regularized Reinforcement Learning for Diffusion Models at Scale. CoRR Haotian Ye, Kaiwen Zheng, Jiashu Xu, Puheng Li, Huayu Chen, Jiaqi Han, Sheng Liu, Qinsheng Zhang, Hanzi Mao, Zekun Hao, Prithvijit Chattopadhyay, Dinghao Yang, Liang Feng, Maosheng Liao, Junjie Bai, Ming-Yu Liu, James Zou, Stefano Ermon
2025	J	`jnl`	Depression recognition using high-order generalized multilayer brain functional network fused with EEG multi-domain information. Inf. Fusion 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
2025	J	`jnl`	DiffusionNFT: Online Diffusion Reinforcement with Forward Process. CoRR Kaiwen Zheng, Huayu Chen, Haotian Ye, Haoxiang Wang, Qinsheng Zhang, Kai Jiang, Hang Su, Stefano Ermon, Jun Zhu, Ming-Yu Liu
2025	A*	`conf`	Direct Discriminative Optimization: Your Likelihood-Based Visual Generative Model is Secretly a GAN Discriminator. ICML Kaiwen Zheng, Yongxin Chen, Huayu Chen, Guande He, Ming-Yu Liu, Jun Zhu, Qinsheng Zhang
2025	J	`jnl`	Direct Discriminative Optimization: Your Likelihood-Based Visual Generative Model is Secretly a GAN Discriminator. CoRR Kaiwen Zheng, Yongxin Chen, Huayu Chen, Guande He, Ming-Yu Liu, Jun Zhu, Qinsheng Zhang
2025	J	`jnl`	Exploratory Diffusion Policy for Unsupervised Reinforcement Learning. CoRR Chengyang Ying, Huayu Chen, Xinning Zhou, Zhongkai Hao, Hang Su, Jun Zhu
2025	A*	`conf`	Free Process Rewards without Process Labels. ICML Lifan Yuan, Wendi Li, Huayu Chen, Ganqu Cui, Ning Ding, Kaiyan Zhang, Bowen Zhou, Zhiyuan Liu, Hao Peng
2025	J	`jnl`	InfoTok: Adaptive Discrete Video Tokenizer via Information-Theoretic Compression. CoRR Haotian Ye, Qiyuan He, Jiaqi Han, Puheng Li, Jiaojiao Fan, Zekun Hao, Fitsum Reda, Yogesh Balaji, Huayu Chen, Sheng Liu, Angela Yao, James Zou, Stefano Ermon, Haoxiang Wang, Ming-Yu Liu
2025	J	`jnl`	Large Scale Diffusion Distillation via Score-Regularized Continuous-Time Consistency. CoRR Kaiwen Zheng, Yuji Wang, Qianli Ma, Huayu Chen, Jintao Zhang, Yogesh Balaji, Jianfei Chen, Ming-Yu Liu, Jun Zhu, Qinsheng Zhang
2025	J	`jnl`	Process Reinforcement through Implicit Rewards. CoRR Ganqu Cui, Lifan Yuan, Zefan Wang, Hanbin Wang, Wendi Li, Bingxiang He, Yuchen Fan, Tianyu Yu, Qixin Xu, Weize Chen, Jiarui Yuan, Huayu Chen, Kaiyan Zhang, Xingtai Lv, Shuo Wang, Yuan Yao, Xu Han, Hao Peng, Yu Cheng, Zhiyuan Liu, Maosong Sun, Bowen Zhou, Ning Ding
2025	A*	`conf`	RDT-1B: a Diffusion Foundation Model for Bimanual Manipulation. ICLR Songming Liu, Lingxuan Wu, Bangguo Li, Hengkai Tan, Huayu Chen, Zhengyi Wang, Ke Xu, Hang Su, Jun Zhu
2025	J	`jnl`	The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models. CoRR Ganqu Cui, Yuchen Zhang, Jiacheng Chen, Lifan Yuan, Zhi Wang, Yuxin Zuo, Haozhan Li, Yuchen Fan, Huayu Chen, Weize Chen, Zhiyuan Liu, Hao Peng, Lei Bai, Wanli Ouyang, Yu Cheng, Bowen Zhou, Ning Ding
2025	A*	`conf`	Toward Guidance-Free AR Visual Generation via Condition Contrastive Alignment. ICLR Huayu Chen, Hang Su, Peize Sun, Jun Zhu
2025	J	`jnl`	Toward the Construction of Affective Brain-Computer Interface: A Systematic Review. ACM Comput. Surv. Huayu Chen, Junxiang Li, Huanhuan He, Jing Zhu, Shuting Sun, Xiaowei Li, Bin Hu
2025	J	`jnl`	VAE-CapsNet: A common emotion information extractor for cross-subject emotion recognition. Knowl. Based Syst. Huayu Chen, Junxiang Li, Huanhuan He, Shuting Sun, Jing Zhu, Xiaowei Li, Bin Hu
2025	J	`jnl`	VideoArtGS: Building Digital Twins of Articulated Objects from Monocular Video. CoRR Yu Liu, Baoxiong Jia, Ruijie Lu, Chuyue Gan, Huayu Chen, Junfeng Ni, Song-Chun Zhu, Siyuan Huang
2025	A*	`conf`	Visual Generation Without Guidance. ICML Huayu Chen, Kai Jiang, Kaiwen Zheng, Jianfei Chen, Hang Su, Jun Zhu
2025	J	`jnl`	Visual Generation Without Guidance. CoRR Huayu Chen, Kai Jiang, Kaiwen Zheng, Jianfei Chen, Hang Su, Jun Zhu
2024	A*	`conf`	Aligning Diffusion Behaviors with Q-functions for Efficient Continuous Control. NeurIPS Huayu Chen, Kaiwen Zheng, Hang Su, Jun Zhu
2024	J	`jnl`	Aligning Diffusion Behaviors with Q-functions for Efficient Continuous Control. CoRR Huayu Chen, Kaiwen Zheng, Hang Su, Jun Zhu
2024	A*	`conf`	C-GAIL: Stabilizing Generative Adversarial Imitation Learning with Control Theory. NeurIPS Tianjiao Luo, Tim Pearce, Huayu Chen, Jianfei Chen, Jun Zhu
2024	J	`jnl`	C-GAIL: Stabilizing Generative Adversarial Imitation Learning with Control Theory. CoRR Tianjiao Luo, Tim Pearce, Huayu Chen, Jianfei Chen, Jun Zhu
2024	J	`jnl`	Free Process Rewards without Process Labels. CoRR Lifan Yuan, Wendi Li, Huayu Chen, Ganqu Cui, Ning Ding, Kai Zhang, Bowen Zhou, Zhiyuan Liu, Hao Peng
2024	A*	`conf`	Noise Contrastive Alignment of Language Models with Explicit Rewards. NeurIPS Huayu Chen, Guande He, Lifan Yuan, Ganqu Cui, Hang Su, Jun Zhu
2024	J	`jnl`	Noise Contrastive Alignment of Language Models with Explicit Rewards. CoRR Huayu Chen, Guande He, Hang Su, Jun Zhu
2024	J	`jnl`	RDT-1B: a Diffusion Foundation Model for Bimanual Manipulation. CoRR Songming Liu, Lingxuan Wu, Bangguo Li, Hengkai Tan, Huayu Chen, Zhengyi Wang, Ke Xu, Hang Su, Jun Zhu
2024	A*	`conf`	Score Regularized Policy Optimization through Diffusion Behavior. ICLR Huayu Chen, Cheng Lu, Zhengyi Wang, Hang Su, Jun Zhu
2024	J	`jnl`	Toward Guidance-Free AR Visual Generation via Condition Contrastive Alignment. CoRR Huayu Chen, Hang Su, Peize Sun, Jun Zhu
2023	J	`jnl`	Clustering-Fusion Feature Selection Method in Identifying Major Depressive Disorder Based on Resting State EEG Signals. IEEE J. Biomed. Health Informatics Shuting Sun, Huayu Chen, Gang Luo, Chang Yan, Qunxi Dong, Xuexiao Shao, Xiaowei Li, Bin Hu
2023	A*	`conf`	Contrastive Energy Prediction for Exact Energy-Guided Diffusion Sampling in Offline Reinforcement Learning. ICML Cheng Lu, Huayu Chen, Jianfei Chen, Hang Su, Chongxuan Li, Jun Zhu
2023	J	`jnl`	Contrastive Energy Prediction for Exact Energy-Guided Diffusion Sampling in Offline Reinforcement Learning. CoRR Cheng Lu, Huayu Chen, Jianfei Chen, Hang Su, Chongxuan Li, Jun Zhu
2023	A*	`conf`	Offline Reinforcement Learning via High-Fidelity Generative Behavior Modeling. ICLR Huayu Chen, Cheng Lu, Chengyang Ying, Hang Su, Jun Zhu
2023	J	`jnl`	Personal-Zscore: Eliminating Individual Difference for EEG-Based Cross-Subject Emotion Recognition. IEEE Trans. Affect. Comput. Huayu Chen, Shuting Sun, Jianxiu Li, Ruilan Yu, Nan Li, Xiaowei Li, Bin Hu
2023	J	`jnl`	Score Regularized Policy Optimization through Diffusion Behavior. CoRR Huayu Chen, Cheng Lu, Zhengyi Wang, Hang Su, Jun Zhu
2022	J	`jnl`	Offline Reinforcement Learning via High-Fidelity Generative Behavior Modeling. CoRR Huayu Chen, Cheng Lu, Chengyang Ying, Hang Su, Jun Zhu
2022	J	`jnl`	Tianshou: A Highly Modularized Deep Reinforcement Learning Library. J. Mach. Learn. Res. Jiayi Weng, Huayu Chen, Dong Yan, Kaichao You, Alexis Duburcq, Minghao Zhang, Yi Su, Hang Su, Jun Zhu
2022	J	`jnl`	Weight-based Channel-model Matrix Framework: a reasonable solution for EEG-based cross-dataset emotion recognition. CoRR Huayu Chen, Huanhuan He, Shuting Sun, Jianxiu Li, Xuexiao Shao, Junxiang Li, Xiaowei Li, Bin Hu
2021	J	`jnl`	Tianshou: a Highly Modularized Deep Reinforcement Learning Library. CoRR Jiayi Weng, Huayu Chen, Dong Yan, Kaichao You, Alexis Duburcq, Minghao Zhang, Hang Su, Jun Zhu
2020	J	`jnl`	A study of resting-state EEG biomarkers for depression recognition. CoRR Shuting Sun, Jianxiu Li, Huayu Chen, Tao Gong, Xiaowei Li, Bin Hu
2020	—	`conf`	EEG Based Depression Recognition by Combining Functional Brain Network and Traditional Biomarkers. BIBM Shuting Sun, Huayu Chen, Xuexiao Shao, Liangliang Liu, Xiaowei Li, Bin Hu