Shiyang Zhou

36 papers A* 3A 3C 1Journal 17Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Self-organized anti-jamming reinforcement learning for resource allocation in UAV-assisted networks.
Signal Process.
Shiyang Zhou, Xianhua Niu, Shujun Lu, Yidong Xiang, Chao Pu
2025 J jnl
A 2D Semantic-Aware Position Encoding for Vision Transformers.
CoRR
Xi Chen, Shiyang Zhou, Muqi Huang, Jiaxu Feng, Yun Xiong, Kun Zhou, Biao Yang, Yuhui Zhang, Huishuai Bao, Sijia Peng, Chuan Li, Feng Shi
2025 A* conf
AttentionDrag: Exploiting Latent Correlation Knowledge in Pre-trained Diffusion Models for Image Editing.
IJCAI
Biao Yang, Muqi Huang, Yuhui Zhang, Yun Xiong, Kun Zhou, Xi Chen, Shiyang Zhou, Huishuai Bao, Chuan Li, Feng Shi, Hualei Liu
2025 J jnl
AttentionDrag: Exploiting Latent Correlation Knowledge in Pre-trained Diffusion Models for Image Editing.
CoRR
Biao Yang, Muqi Huang, Yuhui Zhang, Yun Xiong, Kun Zhou, Xi Chen, Shiyang Zhou, Huishuai Bao, Chuan Li, Feng Shi, Hualei Liu
2025 A* conf
Binarized Mamba-Transformer for Lightweight Quad Bayer HybridEVS Demosaicing.
CVPR
Shiyang Zhou, Haijin Zeng, Yunfan Lu, Tong Shao, Ke Tang, Yongyong Chen, Jie Liu, Jingyong Su
2025 J jnl
Binarized Mamba-Transformer for Lightweight Quad Bayer HybridEVS Demosaicing.
CoRR
Shiyang Zhou, Haijin Zeng, Yunfan Lu, Tong Shao, Ke Tang, Yongyong Chen, Jie Liu, Jingyong Su
2025 — conf
Frequency Hopping Sequences Search Algorithm Based on Deep Reinforcement Learning.
IWSDA
Siqi Yang, Xianhua Niu, Shiyang Zhou, Bing Liu, Pengxu Chen, Chao Qi
2025 J jnl
Lightweight Quad Bayer HybridEVS Demosaicing via State Space Augmented Cross-Attention.
CoRR
Shiyang Zhou, Haijin Zeng, Yunfan Lu, Yongyong Chen, Jie Liu, Jingyong Su
2025 — conf
MIPI 2025 Challenge on Deblurring for Hybrid EVS Camera: Methods and Results.
ICCVW
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, 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
2025 — conf
MISO-LDPC Decoding on UAV Communications: A Limited Bit-Width Learning Approach.
INFOCOM WKSHPS
Shiyang Zhou, Xianhua Niu, Chao Pu
2025 J jnl
Mixed-Bit-Width Quantized Neural Network for Coded MISO System in UAV Communications.
IEEE Wirel. Commun. Lett.
Shiyang Zhou, Xianhua Niu, Chunlin Li, Chao Pu
2025 — conf
Soft-DDQN-Based Frequency Selection Strategy in Time-Slotted Channel Hopping Networks.
IWSDA
Siming Pang, Xianhua Niu, Shiyang Zhou, Bing Liu, Bosen Zeng, Pengxu Chen
2024 — conf
Comparative Analysis of Machine Learning-Based Surrogate Modeling Approaches for Multi-Body Dynamic Simulation in Railway Digital Twin Platform.
IEEM
Shiyang Zhou, Artur Sogomonyan, Artur Ohanian, William Amminger, Yuxi Xia, Manfred Grafinger
2024 A conf
DTFormer: A Transformer-Based Method for Discrete-Time Dynamic Graph Representation Learning.
CIKM
Xi Chen, Yun Xiong, Siwei Zhang, Jiawei Zhang, Yao Zhang, Shiyang Zhou, Xixi Wu, Mingyang Zhang, Tengfei Liu, Weiqiang Wang
2024 J jnl
DTFormer: A Transformer-Based Method for Discrete-Time Dynamic Graph Representation Learning.
CoRR
Xi Chen, Yun Xiong, Siwei Zhang, Jiawei Zhang, Yao Zhang, Shiyang Zhou, Xixi Wu, Mingyang Zhang, Tengfei Liu, Weiqiang Wang
2024 J jnl
MIPI 2024 Challenge on Demosaic for HybridEVS Camera: Methods and Results.
CoRR
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
2024 — conf
MIPI 2024 Challenge on Demosaic for Hybridevs Camera: Methods and Results.
CVPR Workshops
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
2024 A conf
MSTEM: Masked Spatiotemporal Event Series Modeling for Urban Undisciplined Events Forecasting.
CIKM
Zehao Gu, Shiyang Zhou, Yun Xiong, Yang Luo, Hongrun Ren, Qiang Wang, Xiaofeng Gao, Philip S. Yu
2024 J jnl
PSGformer: A novel multivariate net load forecasting model for the smart grid.
J. Comput. Sci.
Qingyong Zhang, Shiyang Zhou, BingRong Xu, Zhanwei Shen, Wanfeng Chang
2024 A conf
REDI: Recurrent Diffusion Model for Probabilistic Time Series Forecasting.
CIKM
Shiyang Zhou, Zehao Gu, Yun Xiong, Yang Luo, Qiang Wang, Xiaofeng Gao
2024 J jnl
Surface Defect Detection of Steel Plate Based on SKS-YOLO.
IEEE Access
Shiyang Zhou, Siming Ao, Zhiying Yang, Huaiguang Liu
2024 J jnl
TCAMS-Trans: Efficient temporal-channel attention multi-scale transformer for net load forecasting.
Comput. Electr. Eng.
Qingyong Zhang, Shiyang Zhou, BingRong Xu, Xinran Li
2023 A* conf
Meteorology-Assisted Spatio-Temporal Graph Network for Uncivilized Urban Event Prediction.
ICDM
Yang Luo, Zehao Gu, Shiyang Zhou, Yun Xiong, Xiaofeng Gao
2022 C conf
Heterogeneous Graph Based Long- And Short-Term Preference Learning Model for Next POI Recommendation.
ICA3PP
Shiyang Zhou, Jinghua Zhu, Heran Xi, Hongjun An
2022 — conf
Model-Based Machine Learning for Energy-Efficient UAV Placement.
ICCCS
Shiyang Zhou, Yufan Cheng, Xia Lei
2022 — conf
Multi-Agent Low-Bias Reinforcement Learning for Resource Allocation in UAV-Assisted Networks.
ICC Workshops
Shiyang Zhou, Yufan Cheng, Xia Lei
2022 — conf
Multi-View Attention Networks with Contrastive Predictive Coding for Sequential Recommendation.
HPCC/DSS/SmartCity/DependSys
Hongjun An, Jinghua Zhu, Heran Xi, Shiyang Zhou
2022 J jnl
Resource Allocation in UAV-Assisted Networks: A Clustering-Aided Reinforcement Learning Approach.
IEEE Trans. Veh. Technol.
Shiyang Zhou, Yufan Cheng, Xia Lei, Qihang Peng, Jun Wang, Shaoqian Li
2021 — conf
Independent Deep Deterministic Policy Gradient Reinforcement Learning in Cooperative Multiagent Pursuit Games.
ICANN (4)
Shiyang Zhou, Weiya Ren, Xiaoguang Ren, Yanzhen Wang, Xiaodong Yi
2021 J jnl
JCS: An Explainable Surface Defects Detection Method for Steel Sheet by Joint Classification and Segmentation.
IEEE Access
Shiyang Zhou, Huaiguang Liu, Ketao Cui, Zhiqiang Hao
2021 — conf
KG-RL: A Knowledge-Guided Reinforcement Learning for Massive Battle Games.
PRICAI (3)
Shiyang Zhou, Weiya Ren, Xiaoguang Ren, Xianya Mi, Xiaodong Yi
2021 J jnl
Research on licence plate recognition based on digital image.
Int. J. Wirel. Mob. Comput.
Gongfa Li, Guojun Zhao, Bo Tao, Du Jiang, Xiliang Tong, Shiyang Zhou
2021 J jnl
Towards the steel plate defect detection: Multidimensional feature information extraction and fusion.
Concurr. Comput. Pract. Exp.
Zhiqiang Hao, Zhigang Wang, Dongxu Bai, Shiyang Zhou
2020 J jnl
Deep Deterministic Policy Gradient With Prioritized Sampling for Power Control.
IEEE Access
Shiyang Zhou, Yufan Cheng, Xia Lei, Huanhuan Duan
2020 — conf
Deep Reinforcement Learning with Experience Sharing for Power Control.
ICCT
Shiyang Zhou, Yufan Cheng, Xia Lei, Kesi He, Hao Xu
2020 J jnl
Stereo Matching with Multi-scale Based on Anisotropic Match Cost.
Concurr. Comput. Pract. Exp.
Huaiguang Liu, Yu Cai, Shiyang Zhou, Jintang Yang