Guangyao Zhou

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 47

Top Topics

Graphical Models

Change Detection

Future Directions

Top Venues

J. Netw. Comput. Appl.

Publications

Guangyao Zhou, Yuanlun Xie, Haocheng Lan, Wenhong Tian, Rajkumar Buyya, Kui Wu
Information interaction and partial growth-based multi-population growable genetic algorithm for multi-dimensional resources utilization optimization of cloud computing. Swarm Evol. Comput. 87 (2024)
Rui Liu, Feng Wang, Niangang Jiao, Hongjian You, Yuxin Hu, Guangyao Zhou, Yao Chen
Multi-View Data-Based Layover Information Compensation Method for SAR Image Mosaic. Remote. Sens. 16 (3) (2024)
Mel Vecerík, Carl Doersch, Yi Yang, Todor Davchev, Yusuf Aytar, Guangyao Zhou, Raia Hadsell, Lourdes Agapito, Jon Scholz
RoboTAP: Tracking Arbitrary Points for Few-Shot Visual Imitation. ICRA (2024)
Zhengxin Li, Wenzhe Zhao, Xuanyi Du, Guangyao Zhou, Songlin Zhang
Cross-Modal Retrieval and Semantic Refinement for Remote Sensing Image Captioning. Remote. Sens. 16 (1) (2024)
Chao Ma, Yueting Zhang, Jiayi Guo, Guangyao Zhou, Xiurui Geng
FusionHeightNet: A Multi-Level Cross-Fusion Method from Multi-Source Remote Sensing Images for Urban Building Height Estimation. Remote. Sens. 16 (6) (2024)
Antoine Dedieu, Wolfgang Lehrach, Guangyao Zhou, Dileep George, Miguel Lázaro-Gredilla
Learning Cognitive Maps from Transformer Representations for Efficient Planning in Partially Observed Environments. CoRR (2024)
Aersi Aliha, Yuhan Liu, Guangyao Zhou, Yuxin Hu
High-Speed Spatial-Temporal Saliency Model: A Novel Detection Method for Infrared Small Moving Targets Based on a Vectorized Guided Filter. Remote. Sens. 16 (10) (2024)
Shengqin Ma, Wenzhi Wang, Zongxu Pan, Yuxin Hu, Guangyao Zhou, Qiantong Wang
A Recognition Model Incorporating Geometric Relationships of Ship Components. Remote. Sens. 16 (1) (2024)
Guangyao Zhou, Wenhong Tian, Rajkumar Buyya, Ruini Xue, Liang Song
Deep reinforcement learning-based methods for resource scheduling in cloud computing: a review and future directions. Artif. Intell. Rev. 57 (5) (2024)
Shuangzhou Liu, Feng Wang, Hongjian You, Niangang Jiao, Guangyao Zhou, Tingtao Zhang
Context-Aggregated and SAM-Guided Network for ViT-Based Instance Segmentation in Remote Sensing Images. Remote. Sens. 16 (13) (2024)
Cheng Luo, Yueting Zhang, Jiayi Guo, Yuxin Hu, Guangyao Zhou, Hongjian You, Xia Ning
SAR-CDSS: A Semi-Supervised Cross-Domain Object Detection from Optical to SAR Domain. Remote. Sens. 16 (6) (2024)
Yanxing Liu, Zongxu Pan, Jianwei Yang, Bingchen Zhang, Guangyao Zhou, Yuxin Hu, Qixiang Ye
Few-Shot Object Detection in Remote-Sensing Images via Label-Consistent Classifier and Gradual Regression. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Guangyao Zhou, Yuanlun Xie, Wenhong Tian
Multi Loss-based Feature Fusion and Top Two Voting Ensemble Decision Strategy for Facial Expression Recognition in the Wild. CoRR (2023)
Antoine Dedieu, Guangyao Zhou, Dileep George, Miguel Lázaro-Gredilla
Learning noisy-OR Bayesian Networks with Max-Product Belief Propagation. CoRR (2023)
Mel Vecerík, Carl Doersch, Yi Yang, Todor Davchev, Yusuf Aytar, Guangyao Zhou, Raia Hadsell, Lourdes Agapito, Jon Scholz
RoboTAP: Tracking Arbitrary Points for Few-Shot Visual Imitation. CoRR (2023)
Guangyao Zhou, Xiluo Teng, Kang-Hyun Jo
Knowledge Distillation for Human Pose Estimation Using Channel Dropout Strategy. IWIS (2023)
Guangyao Zhou, Nishad Gothoskar, Lirui Wang, Joshua B. Tenenbaum, Dan Gutfreund, Miguel Lázaro-Gredilla, Dileep George, Vikash K. Mansinghka
3D Neural Embedding Likelihood for Robust Sim-to-Real Transfer in Inverse Graphics. CoRR (2023)
Guangyao Zhou, Nishad Gothoskar, Lirui Wang, Joshua B. Tenenbaum, Dan Gutfreund, Miguel Lázaro-Gredilla, Dileep George, Vikash K. Mansinghka
3D Neural Embedding Likelihood: Probabilistic Inverse Graphics for Robust 6D Pose Estimation. ICCV (2023)
Guangyao Zhou, Wenhong Tian, Rajkumar Buyya, Kui Wu
Growable Genetic Algorithm with Heuristic-based Local Search for multi-dimensional resources scheduling of cloud computing. Appl. Soft Comput. 136 (2023)
Guangyao Zhou, Wenhong Tian, Rajkumar Buyya
LPT-One and BFD-One Search Algorithms for Load Balance and Bin-Packing of Cloud Computing. CCIS (2023)
Wenhong Tian, Minxian Xu, Guangyao Zhou, Kui Wu, Cheng-Zhong Xu, Rajkumar Buyya
Prepartition: Load Balancing Approach for Virtual Machine Reservations in a Cloud Data Center. J. Comput. Sci. Technol. 38 (4) (2023)
Aersi Aliha, Yuhan Liu, Yapeng Ma, Yuxin Hu, Zongxu Pan, Guangyao Zhou
A Spatial-Temporal Block-Matching Patch-Tensor Model for Infrared Small Moving Target Detection in Complex Scenes. Remote. Sens. 15 (17) (2023)
J. Swaroop Guntupalli, Rajkumar Vasudeva Raju, Shrinu Kushagra, Carter Wendelken, Danny Sawyer, Ishan Deshpande, Guangyao Zhou, Miguel Lázaro-Gredilla, Dileep George
Graph schemas as abstractions for transfer learning, inference, and planning. CoRR (2023)
Antoine Dedieu, Guangyao Zhou, Dileep George, Miguel Lázaro-Gredilla
Learning Noisy OR Bayesian Networks with Max-Product Belief Propagation. ICML (2023)
Guangyao Zhou, Wenhong Tian, Rajkumar Buyya
Multi-search-routes-based methods for minimizing makespan of homogeneous and heterogeneous resources in Cloud computing. Future Gener. Comput. Syst. 141 (2023)
Guangyao Zhou
Efficient Human Pose Estimation via Multi-Head Knowledge Distillation. ICIT (2022)
Guangyao Zhou, Jingyi Cheng, Flavius Frasincar
A hybrid approach for aspect-based sentiment analysis using a double rotatory attention model. Int. J. Web Eng. Technol. 17 (1) (2022)
Mustafa R. Kadhim, Guangyao Zhou, Wenhong Tian
A novel self-directed learning framework for cluster ensemble. J. King Saud Univ. Comput. Inf. Sci. 34 (Issue) (2022)
Yuqi Chen, Zequn Zhang, Guangyao Zhou, Xian Sun, Keming Chen
Span-based dual-decoder framework for aspect sentiment triplet extraction. Neurocomputing 492 (2022)
Fanfan Liu, Wenzhe Zhao, Guangyao Zhou, Liangjin Zhao, Haoran Wei
SR-Net: Saliency Region Representation Network for Vehicle Detection in Remote Sensing Images. Remote. Sens. 14 (6) (2022)
Nian Shi, Keming Chen, Guangyao Zhou
A Divided Spatial and Temporal Context Network for Remote Sensing Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Tahseen Khan, Wenhong Tian, Guangyao Zhou, Shashikant Ilager, Mingming Gong, Rajkumar Buyya
Machine learning (ML)-centric resource management in cloud computing: A review and future directions. J. Netw. Comput. Appl. 204 (2022)
Guangyao Zhou, Ruiming Wen, Wenhong Tian, Rajkumar Buyya
Deep reinforcement learning-based algorithms selectors for the resource scheduling in hierarchical Cloud computing. J. Netw. Comput. Appl. 208 (2022)
Guangyao Zhou, Nishanth Kumar, Miguel Lázaro-Gredilla, Shrinu Kushagra, Dileep George
PGMax: Factor Graphs for Discrete Probabilistic Graphical Models and Loopy Belief Propagation in JAX. CoRR (2022)
Quanfu Xu, Keming Chen, Guangyao Zhou, Xian Sun
Change Capsule Network for Optical Remote Sensing Image Change Detection. Remote. Sens. 13 (14) (2021)
Guangyao Zhou, Wolfgang Lehrach, Antoine Dedieu, Miguel Lázaro-Gredilla, Dileep George
Graphical Models with Attention for Context-Specific Independence and an Application to Perceptual Grouping. CoRR (2021)
Miguel Lázaro-Gredilla, Wolfgang Lehrach, Nishad Gothoskar, Guangyao Zhou, Antoine Dedieu, Dileep George
Query Training: Learning a Worse Model to Infer Better Marginals in Undirected Graphical Models with Hidden Variables. AAAI (2021)
Guangyao Zhou, Wenhong Tian, Rajkumar Buyya
Deep Reinforcement Learning-based Methods for Resource Scheduling in Cloud Computing: A Review and Future Directions. CoRR (2021)
Wenhong Tian, Minxian Xu, Guangyao Zhou, Kui Wu, Chengzhong Xu, Rajkumar Buyya
Prepartition: Load Balancing Approach for Virtual Machine Reservations in a Cloud Data Center. CoRR (2021)
Guangyao Zhou
Mixed Hamiltonian Monte Carlo for Mixed Discrete and Continuous Variables. NeurIPS (2020)
Nian Shi, Keming Chen, Guangyao Zhou, Xian Sun
A Feature Space Constraint-Based Method for Change Detection in Heterogeneous Images. Remote. Sens. 12 (18) (2020)
Miguel Lázaro-Gredilla, Wolfgang Lehrach, Nishad Gothoskar, Guangyao Zhou, Antoine Dedieu, Dileep George
Query Training: Learning and inference for directed and undirected graphical models. CoRR (2020)
Guangyao Zhou, Jackson Loper, Stuart Geman
Base-pair ambiguity and the kinetics of RNA folding. BMC Bioinform. 20 (1) (2019)
Fazhi An, Shunli Ma, Qian Chen, Guangyao Zhou, Fan Ye, Junyan Ren
A wide-division-ratio 100MHz-to-5GHz multi-modulus divider chain for wide-band PLL. ASICON (2015)
Shunli Ma, Guangyao Zhou, Jianbing Jiang, Chixiao Chen, Yongzhen Chen, Fan Ye, Junyan Ren
A quadrature clock generator with calibration for 22∼31.4 GS/s real-time sampling system. ESSCIRC (2015)
Guangyao Zhou, Shunli Ma, Fazhi An, Ning Li, Fan Ye, Junyan Ren
A 30-GHz to 39-GHz mm-Wave low-power injection-locked frequency divider in 65nm CMOS. ASICON (2015)
Qian Chen, Fazhi An, Guangyao Zhou, Shunli Ma, Fan Ye, Junyan Ren
A 39 GHz-80 GHz millimeter-wave frequency doubler with low power consumption in 65nm CMOS tehnology. ASICON (2015)
Guangyao Zhou, Stuart Geman, Joachim M. Buhmann
Sparse feature selection by information theory. ISIT (2014)
Guangyao Zhou, Zhiwu Lu, Yuxin Peng
-graph construction using structured sparsity. Neurocomputing 120 (2013)