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ORCIDShiyang Zhou
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2020 – today
- 2026
[j11]Shiyang Zhou
, Xianhua Niu, Shujun Lu, Yidong Xiang, Chao Pu:
Self-organized anti-jamming reinforcement learning for resource allocation in UAV-assisted networks. Signal Process. 240: 110346 (2026)- 2025
- [j10]Shiyang Zhou, Xianhua Niu, Chunlin Li, Chao Pu:
Mixed-Bit-Width Quantized Neural Network for Coded MISO System in UAV Communications. IEEE Wirel. Commun. Lett. 14(8): 2341-2345 (2025) - [c17]Shiyang Zhou, Haijin Zeng, Yunfan Lu, Tong Shao, Ke Tang, Yongyong Chen, Jie Liu, Jingyong Su:
Binarized Mamba-Transformer for Lightweight Quad Bayer HybridEVS Demosaicing. CVPR 2025: 8817-8827 - [c16]Yaqi Wu, Zhihao Fan, Hirotaka Shinozaki, Frank Zhang, Xander Li, Alexis Baudron, Wenbin Feng, Shuang Zhao, Jin Han, Cheng Li, Yihui Shi, Dehua Song, Zheng Chen, Wenbo Li, Fenglong Song, Yihong Leng, Siming Zheng, Peng-Tao Jiang, Linxiao Shi, Jinwei Chen, Bo Li, Jiaojiao Li, Cheng Li, Jinao Song, Yan Chen, Yajing Wei, Yuqiang Yang, Jian Tang, Long Bao, Heng Sun, Yang Qiu, Kean Liu, Senyan Xu, Zhijing Sun, Jiaying Zhu, Chengjie Ge, Xingbo Wang, Yidi Liu, Xin Lu, Xueyang Fu, Zheng-Jun Zha, Qinglin Liu, Wei Yu, Yunfan Lu, Xiangming Wang, Shuqi Ren, Haijin Zeng, Jinchao Li, Shiyang Zhou, Yongyong Chen, Qichao Dong, Junqi Lu:
MIPI 2025 Challenge on Deblurring for Hybrid EVS Camera: Methods and Results. ICCVW 2025: 3924-3934 - [c15]Biao Yang, Muqi Huang, Yuhui Zhang, Yun Xiong, Kun Zhou, Xi Chen, Shiyang Zhou, Huishuai Bao, Chuan Li, Feng Shi, Hualei Liu:
AttentionDrag: Exploiting Latent Correlation Knowledge in Pre-trained Diffusion Models for Image Editing. IJCAI 2025: 2188-2196 - [c14]Shiyang Zhou, Xianhua Niu, Chao Pu:
MISO-LDPC Decoding on UAV Communications: A Limited Bit-Width Learning Approach. INFOCOM WKSHPS 2025: 1-6 - [i6]Shiyang Zhou, Haijin Zeng, Yunfan Lu, Tong Shao, Ke Tang, Yongyong Chen, Jie Liu, Jingyong Su:
Binarized Mamba-Transformer for Lightweight Quad Bayer HybridEVS Demosaicing. CoRR abs/2503.16134 (2025) - [i5]Xi Chen, Shiyang Zhou, Muqi Huang, Jiaxu Feng, Yun Xiong, Kun Zhou, Biao Yang, Yuhui Zhang, Huishuai Bao, Sijia Peng, Chuan Li, Feng Shi:
A 2D Semantic-Aware Position Encoding for Vision Transformers. CoRR abs/2505.09466 (2025) - [i4]Biao Yang, Muqi Huang, Yuhui Zhang, Yun Xiong, Kun Zhou, Xi Chen, Shiyang Zhou, Huishuai Bao, Chuan Li, Feng Shi, Hualei Liu:
AttentionDrag: Exploiting Latent Correlation Knowledge in Pre-trained Diffusion Models for Image Editing. CoRR abs/2506.13301 (2025) - [i3]Shiyang Zhou, Haijin Zeng, Yunfan Lu, Yongyong Chen, Jie Liu, Jingyong Su:
Lightweight Quad Bayer HybridEVS Demosaicing via State Space Augmented Cross-Attention. CoRR abs/2508.06058 (2025) - 2024
- [j9]Shiyang Zhou, Siming Ao, Zhiying Yang, Huaiguang Liu:
Surface Defect Detection of Steel Plate Based on SKS-YOLO. IEEE Access 12: 91499-91510 (2024) - [j8]Qingyong Zhang, Shiyang Zhou, Bingrong Xu, Xinran Li:
TCAMS-Trans: Efficient temporal-channel attention multi-scale transformer for net load forecasting. Comput. Electr. Eng. 118: 109415 (2024) - [j7]Qingyong Zhang, Shiyang Zhou, Bingrong Xu, Zhanwei Shen, Wanfeng Chang:
PSGformer: A novel multivariate net load forecasting model for the smart grid. J. Comput. Sci. 78: 102288 (2024) - [c13]Xi Chen, Yun Xiong, Siwei Zhang, Jiawei Zhang, Yao Zhang, Shiyang Zhou, Xixi Wu, Mingyang Zhang, Tengfei Liu, Weiqiang Wang:
DTFormer: A Transformer-Based Method for Discrete-Time Dynamic Graph Representation Learning. CIKM 2024: 301-311 - [c12]Zehao Gu, Shiyang Zhou, Yun Xiong, Yang Luo, Hongrun Ren, Qiang Wang, Xiaofeng Gao, Philip S. Yu:
MSTEM: Masked Spatiotemporal Event Series Modeling for Urban Undisciplined Events Forecasting. CIKM 2024: 685-694 - [c11]Shiyang Zhou, Zehao Gu, Yun Xiong, Yang Luo, Qiang Wang, Xiaofeng Gao:
REDI: Recurrent Diffusion Model for Probabilistic Time Series Forecasting. CIKM 2024: 3505-3514 - [c10]Yaqi Wu, Zhihao Fan, Xiaofeng Chu, Jimmy S. Ren, Xiaoming Li, Zongsheng Yue, Chongyi Li, Shangcheng Zhou, Ruicheng Feng, Yuekun Dai, Peiqing Yang, Chen Change Loy, Senyan Xu, Zhijing Sun, Jiaying Zhu, Yurui Zhu, Xueyang Fu, Zheng-Jun Zha, Jun Cao, Cheng Li, Shu Chen, Liang Ma, Shiyang Zhou, Haijin Zeng, Kai Feng, Yongyong Chen, Jingyong Su, Xianyu Guan, Hongyuan Yu, Cheng Wan, Jiamin Lin, Binnan Han, Yajun Zou, Zhuoyuan Wu, Yuan Huang, Yongsheng Yu, Daoan Zhang, Jizhe Li, Xuanwu Yin, Kunlong Zuo, Yunfan Lu, Yijie Xu, Wenzong Ma, Weiyu Guo, Hui Xiong, Wei Yu, Bingchun Luo, Sabari Nathan, Priya Kansal:
MIPI 2024 Challenge on Demosaic for Hybridevs Camera: Methods and Results. CVPR Workshops 2024: 1136-1143 - [c9]Shiyang Zhou, Artur Sogomonyan, Artur Ohanian, William Amminger, Yuxi Xia, Manfred Grafinger:
Comparative Analysis of Machine Learning-Based Surrogate Modeling Approaches for Multi-Body Dynamic Simulation in Railway Digital Twin Platform. IEEM 2024: 1074-1078 - [i2]Yaqi Wu, Zhihao Fan, Xiaofeng Chu, Jimmy S. Ren, Xiaoming Li, Zongsheng Yue, Chongyi Li, Shangchen Zhou, Ruicheng Feng, Yuekun Dai, Peiqing Yang, Chen Change Loy, Senyan Xu, Zhijing Sun, Jiaying Zhu, Yurui Zhu, Xueyang Fu, Zheng-Jun Zha, Jun Cao, Cheng Li, Shu Chen, Liang Ma, Shiyang Zhou, Haijin Zeng, Kai Feng, Yongyong Chen, Jingyong Su, Xianyu Guan, Hongyuan Yu, Cheng Wan, Jiamin Lin, Binnan Han, Yajun Zou, Zhuoyuan Wu, Yuan Huang, Yongsheng Yu, Daoan Zhang, Jizhe Li, Xuanwu Yin, Kunlong Zuo, Yunfan Lu, Yijie Xu, Wenzong Ma, Weiyu Guo, Hui Xiong, Wei Yu, Bingchun Luo, Sabari Nathan, Priya Kansal:
MIPI 2024 Challenge on Demosaic for HybridEVS Camera: Methods and Results. CoRR abs/2405.04867 (2024) - [i1]Xi Chen, Yun Xiong, Siwei Zhang, Jiawei Zhang, Yao Zhang, Shiyang Zhou, Xixi Wu, Mingyang Zhang, Tengfei Liu, Weiqiang Wang:
DTFormer: A Transformer-Based Method for Discrete-Time Dynamic Graph Representation Learning. CoRR abs/2407.18523 (2024) - 2023
- [c8]Yang Luo, Zehao Gu, Shiyang Zhou, Yun Xiong, Xiaofeng Gao:
Meteorology-Assisted Spatio-Temporal Graph Network for Uncivilized Urban Event Prediction. ICDM 2023: 468-477 - 2022
- [j6]Shiyang Zhou, Yufan Cheng, Xia Lei, Qihang Peng, Jun Wang, Shaoqian Li:
Resource Allocation in UAV-Assisted Networks: A Clustering-Aided Reinforcement Learning Approach. IEEE Trans. Veh. Technol. 71(11): 12088-12103 (2022) - [c7]Shiyang Zhou, Yufan Cheng, Xia Lei:
Model-Based Machine Learning for Energy-Efficient UAV Placement. ICCCS 2022: 22-26 - [c6]Hongjun An, Jinghua Zhu, Heran Xi, Shiyang Zhou:
Multi-View Attention Networks with Contrastive Predictive Coding for Sequential Recommendation. HPCC/DSS/SmartCity/DependSys 2022: 717-724 - [c5]Shiyang Zhou, Jinghua Zhu, Heran Xi, Hongjun An:
Heterogeneous Graph Based Long- And Short-Term Preference Learning Model for Next POI Recommendation. ICA3PP 2022: 455-470 - [c4]Shiyang Zhou, Yufan Cheng, Xia Lei:
Multi-Agent Low-Bias Reinforcement Learning for Resource Allocation in UAV-Assisted Networks. ICC Workshops 2022: 1011-1016 - 2021
- [j5]Shiyang Zhou, Huaiguang Liu, Ketao Cui, Zhiqiang Hao:
JCS: An Explainable Surface Defects Detection Method for Steel Sheet by Joint Classification and Segmentation. IEEE Access 9: 140116-140135 (2021) - [j4]Zhiqiang Hao, Zhigang Wang, Dongxu Bai, Shiyang Zhou:
Towards the steel plate defect detection: Multidimensional feature information extraction and fusion. Concurr. Comput. Pract. Exp. 33(21) (2021) - [j3]Gongfa Li, Guojun Zhao, Bo Tao, Du Jiang, Xiliang Tong, Shiyang Zhou:
Research on licence plate recognition based on digital image. Int. J. Wirel. Mob. Comput. 21(2): 134-140 (2021) - [c3]Shiyang Zhou, Weiya Ren, Xiaoguang Ren, Yanzhen Wang, Xiaodong Yi:
Independent Deep Deterministic Policy Gradient Reinforcement Learning in Cooperative Multiagent Pursuit Games. ICANN (4) 2021: 625-637 - [c2]Shiyang Zhou, Weiya Ren, Xiaoguang Ren, Xianya Mi, Xiaodong Yi:
KG-RL: A Knowledge-Guided Reinforcement Learning for Massive Battle Games. PRICAI (3) 2021: 83-94 - 2020
- [j2]Shiyang Zhou, Yufan Cheng, Xia Lei, Huanhuan Duan:
Deep Deterministic Policy Gradient With Prioritized Sampling for Power Control. IEEE Access 8: 194240-194250 (2020) - [j1]Huaiguang Liu, Yu Cai, Shiyang Zhou, Jintang Yang:
Stereo Matching with Multi-scale Based on Anisotropic Match Cost. Concurr. Comput. Pract. Exp. 32(24) (2020) - [c1]Shiyang Zhou, Yufan Cheng, Xia Lei, Kesi He, Hao Xu:
Deep Reinforcement Learning with Experience Sharing for Power Control. ICCT 2020: 6-11
Coauthor Index
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