Guangyao Zhou

79 papers A* 9B 1C 1Journal 60Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
GeoReason: Aligning Thinking And Answering In Remote Sensing Vision-Language Models Via Logical Consistency Reinforcement Learning.
CoRR
Wenshuai Li, Xiantai Xiang, Zixiao Wen, Guangyao Zhou, Ben Niu, Feng Wang, Lijia Huang, Qiantong Wang, Yuxin Hu
2026 J jnl
SLGNet: Synergizing Structural Priors and Language-Guided Modulation for Multimodal Object Detection.
CoRR
Xiantai Xiang, Guangyao Zhou, Zixiao Wen, Wenshuai Li, Ben Niu, Feng Wang, Lijia Huang, Qiantong Wang, Yuhan Liu, Zongxu Pan, Yuxin Hu
2026 J jnl
SiamGM: Siamese Geometry-Aware and Motion-Guided Network for Real-Time Satellite Video Object Tracking.
CoRR
Zixiao Wen, Zhen Yang, Jiawei Li, Xiantai Xiang, Guangyao Zhou, Yuxin Hu, Yuhan Liu
2025 J jnl
Cross-Mission Synergy of ICESat and ICESat-2 for Estimating Greenland Ice Sheet Elevation Change From 2003 to 2020.
IEEE Geosci. Remote. Sens. Lett.
Guangyao Zhou, Yixiang Tian
2025 J jnl
Cross-Search With Improved Multi-Dimensional Dichotomy-Based Joint Optimization for Distributed Parallel Training of DNN.
IEEE Trans. Parallel Distributed Syst.
Guangyao Zhou, Yiqin Fu, Haocheng Lan, Yuanlun Xie, Wenhong Tian, Rajkumar Buyya, Jianhong Qian, Teng Su
2025 J jnl
Diffusion Model Predictive Control.
Trans. Mach. Learn. Res.
Guangyao Zhou, Sivaramakrishnan Swaminathan, Rajkumar Vasudeva Raju, J. Swaroop Guntupalli, Wolfgang Lehrach, Joseph Ortiz, Antoine Dedieu, Miguel Lázaro-Gredilla, Kevin Patrick Murphy
2025 A* conf
Direct Motion Models for Assessing Generated Videos.
ICML
Kelsey R. Allen, Carl Doersch, Guangyao Zhou, Mohammed Suhail, Danny Driess, Ignacio Rocco, Yulia Rubanova, Thomas Kipf, Mehdi S. M. Sajjadi, Kevin Patrick Murphy, João Carreira, Sjoerd van Steenkiste
2025 J jnl
Direct Motion Models for Assessing Generated Videos.
CoRR
Kelsey R. Allen, Carl Doersch, Guangyao Zhou, Mohammed Suhail, Danny Driess, Ignacio Rocco, Yulia Rubanova, Thomas Kipf, Mehdi S. M. Sajjadi, Kevin Murphy, João Carreira, Sjoerd van Steenkiste
2025 A* conf
Distributional Diffusion Models with Scoring Rules.
ICML
Valentin De Bortoli, Alexandre Galashov, J. Swaroop Guntupalli, Guangyao Zhou, Kevin Patrick Murphy, Arthur Gretton, Arnaud Doucet
2025 J jnl
Distributional Diffusion Models with Scoring Rules.
CoRR
Valentin De Bortoli, Alexandre Galashov, J. Swaroop Guntupalli, Guangyao Zhou, Kevin Murphy, Arthur Gretton, Arnaud Doucet
2025 J jnl
EHTracker: Toward Fine-Grained Localization for Satellite Video Target Tracking.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jianwei Yang, Yuhan Liu, Yanxing Liu, Ziming Wang, Jiawei Li, Guangyao Zhou, Wenzhi Wang, Yuxin Hu
2025 J jnl
GMHA: Growable Meta-Heuristic Algorithm for Multi-Objective Optimization Problems and its Application in Cloud Scheduling.
IEEE Trans. Serv. Comput.
Guangyao Zhou, Minxian Xu, Jiashu Zhang, Rajkumar Buyya
2025 J jnl
Generalist Forecasting with Frozen Video Models via Latent Diffusion.
CoRR
Jacob C. Walker, Pedro Vélez, Luisa Polania Cabrera, Guangyao Zhou, Rishabh Kabra, Carl Doersch, Maks Ovsjanikov, João Carreira, Shiry Ginosar
2025 J jnl
Multi-loss, feature fusion and improved top-two-voting ensemble for facial expression recognition in the wild.
Neural Networks
Guangyao Zhou, Yuanlun Xie, Yiqin Fu, Zhaokun Wang
2025 J jnl
S3FCD: a single-temporal self-supervised learning framework for remote sensing image change detection.
Geo spatial Inf. Sci.
Wenqian Lv, Nian Shi, Keming Chen, Guangyao Zhou, Chunlei Huo
2025 J jnl
Task-Decoupled Learning Strategies for Optimized Multiclass Object Detection From VHR Optical Remote Sensing Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Guangyao Zhou, Guanqun Wang, Yu Huang, Wenzhi Wang, Zhi Qu, Chenghan Yin
2025 J jnl
UMPIPE: Unequal Microbatches-Based Pipeline Parallelism for Deep Neural Network Training.
IEEE Trans. Parallel Distributed Syst.
Guangyao Zhou, Wenhong Tian, Rajkumar Buyya, Kui Wu
2024 J jnl
A Contrastive-Augmented Memory Network for Anti-UAV Tracking in TIR Videos.
Remote. Sens.
Ziming Wang, Yuxin Hu, Jianwei Yang, Guangyao Zhou, Fangjian Liu, Yuhan Liu
2024 J jnl
A Recognition Model Incorporating Geometric Relationships of Ship Components.
Remote. Sens.
Shengqin Ma, Wenzhi Wang, Zongxu Pan, Yuxin Hu, Guangyao Zhou, Qiantong Wang
2024 — conf
CSIMD: Cross-Search Algorithm with Improved Multi-dimensional Dichotomy for Micro-Batch-Based Pipeline Parallel Training in DNN.
Euro-Par (2)
Guangyao Zhou, Haocheng Lan, Yuanlun Xie, Wenhong Tian, Jiahong Qian, Teng Su
2024 J jnl
Context-Aggregated and SAM-Guided Network for ViT-Based Instance Segmentation in Remote Sensing Images.
Remote. Sens.
Shuangzhou Liu, Feng Wang, Hongjian You, Niangang Jiao, Guangyao Zhou, Tingtao Zhang
2024 J jnl
Cross-Modal Retrieval and Semantic Refinement for Remote Sensing Image Captioning.
Remote. Sens.
Zhengxin Li, Wenzhe Zhao, Xuanyi Du, Guangyao Zhou, Songlin Zhang
2024 A* conf
DMC-VB: A Benchmark for Representation Learning for Control with Visual Distractors.
NeurIPS
Joseph Ortiz, Antoine Dedieu, Wolfgang Lehrach, J. Swaroop Guntupalli, Carter Wendelken, Ahmad Humayun, Sivaramakrishnan Swaminathan, Guangyao Zhou, Miguel Lázaro-Gredilla, Kevin P. Murphy
2024 J jnl
DMC-VB: A Benchmark for Representation Learning for Control with Visual Distractors.
CoRR
Joseph Ortiz, Antoine Dedieu, Wolfgang Lehrach, J. Swaroop Guntupalli, Carter Wendelken, Ahmad Humayun, Guangyao Zhou, Sivaramakrishnan Swaminathan, Miguel Lázaro-Gredilla, Kevin Murphy
2024 J jnl
Deep reinforcement learning-based methods for resource scheduling in cloud computing: a review and future directions.
Artif. Intell. Rev.
Guangyao Zhou, Wenhong Tian, Rajkumar Buyya, Ruini Xue, Liang Song
2024 J jnl
Diffusion Model Predictive Control.
CoRR
Guangyao Zhou, Sivaramakrishnan Swaminathan, Rajkumar Vasudeva Raju, J. Swaroop Guntupalli, Wolfgang Lehrach, Joseph Ortiz, Antoine Dedieu, Miguel Lázaro-Gredilla, Kevin Murphy
2024 J jnl
Few-Shot Object Detection in Remote-Sensing Images via Label-Consistent Classifier and Gradual Regression.
IEEE Trans. Geosci. Remote. Sens.
Yanxing Liu, Zongxu Pan, Jianwei Yang, Bingchen Zhang, Guangyao Zhou, Yuxin Hu, Qixiang Ye
2024 J jnl
FusionHeightNet: A Multi-Level Cross-Fusion Method from Multi-Source Remote Sensing Images for Urban Building Height Estimation.
Remote. Sens.
Chao Ma, Yueting Zhang, Jiayi Guo, Guangyao Zhou, Xiurui Geng
2024 J jnl
High-Speed Spatial-Temporal Saliency Model: A Novel Detection Method for Infrared Small Moving Targets Based on a Vectorized Guided Filter.
Remote. Sens.
Aersi Aliha, Yuhan Liu, Guangyao Zhou, Yuxin Hu
2024 J jnl
Information interaction and partial growth-based multi-population growable genetic algorithm for multi-dimensional resources utilization optimization of cloud computing.
Swarm Evol. Comput.
Guangyao Zhou, Yuanlun Xie, Haocheng Lan, Wenhong Tian, Rajkumar Buyya, Kui Wu
2024 C conf
Infrared Small Moving Target Detection Based on Spatial-Temporal-Frequency Analysis.
IGARSS
Yuhan Liu, Aersi Aliha, Xiaoyang Wang, Yuxin Hu, Guangyao Zhou
2024 J jnl
Investigation of Global International GNSS Service Control Information Extraction for Geometric Calibration of Remote Sensing Images.
Remote. Sens.
Niangang Jiao, Yuming Xiang, Feng Wang, Guangyao Zhou, Hongjian You
2024 A* conf
Learning Cognitive Maps from Transformer Representations for Efficient Planning in Partially Observed Environments.
ICML
Antoine Dedieu, Wolfgang Lehrach, Guangyao Zhou, Dileep George, Miguel Lázaro-Gredilla
2024 J jnl
Learning Cognitive Maps from Transformer Representations for Efficient Planning in Partially Observed Environments.
CoRR
Antoine Dedieu, Wolfgang Lehrach, Guangyao Zhou, Dileep George, Miguel Lázaro-Gredilla
2024 J jnl
Multi-View Data-Based Layover Information Compensation Method for SAR Image Mosaic.
Remote. Sens.
Rui Liu, Feng Wang, Niangang Jiao, Hongjian You, Yuxin Hu, Guangyao Zhou, Yao Chen
2024 J jnl
Multitemporal SAR Images Change Detection Considering Ambiguous Co-Registration Errors: A Unified Framework.
IEEE Geosci. Remote. Sens. Lett.
Jingxing Zhu, Guangyao Zhou, Feng Wang, Rui Liu, Yuming Xiang, Wenzhi Wang, Hongjian You
2024 J jnl
OCAE-based feature extraction and cluster analysis of high-energy-consuming plant loads.
Comput. Electr. Eng.
Mengran Zhou, Weile Kong, Feng Hu, Ziwei Zhu, Changzhen Wu, Ling Wang, Qiqi Zhang, Guangyao Zhou
2024 J jnl
PGMax: Factor Graphs for Discrete Probabilistic Graphical Models and Loopy Belief Propagation in JAX.
J. Mach. Learn. Res.
Guangyao Zhou, Antoine Dedieu, Nishanth Kumar, Wolfgang Lehrach, Shrinu Kushagra, Dileep George, Miguel Lázaro-Gredilla
2024 J jnl
Progressive Reconstruction Network With Adaptive Frequency Adjustment for Pansharpening.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xin Zhao, Yueting Zhang, Jiayi Guo, Yangguang Zhu, Guangyao Zhou, Wenyi Zhang, Yirong Wu
2024 A* conf
RoboTAP: Tracking Arbitrary Points for Few-Shot Visual Imitation.
ICRA
Mel Vecerík, Carl Doersch, Yi Yang, Todor Davchev, Yusuf Aytar, Guangyao Zhou, Raia Hadsell, Lourdes Agapito, Jon Scholz
2024 J jnl
SAR-CDSS: A Semi-Supervised Cross-Domain Object Detection from Optical to SAR Domain.
Remote. Sens.
Cheng Luo, Yueting Zhang, Jiayi Guo, Yuxin Hu, Guangyao Zhou, Hongjian You, Xia Ning
2024 J jnl
SIGKD: A Structured Instance Graph Distillation Method for Efficient Object Detection in Remote Sensing Images.
Remote. Sens.
Fangzhou Liu, Wenzhe Zhao, Haoxiang Qi, Guangyao Zhou
2023 J jnl
3D Neural Embedding Likelihood for Robust Sim-to-Real Transfer in Inverse Graphics.
CoRR
Guangyao Zhou, Nishad Gothoskar, Lirui Wang, Joshua B. Tenenbaum, Dan Gutfreund, Miguel Lázaro-Gredilla, Dileep George, Vikash K. Mansinghka
2023 A* conf
3D Neural Embedding Likelihood: Probabilistic Inverse Graphics for Robust 6D Pose Estimation.
ICCV
Guangyao Zhou, Nishad Gothoskar, Lirui Wang, Joshua B. Tenenbaum, Dan Gutfreund, Miguel Lázaro-Gredilla, Dileep George, Vikash K. Mansinghka
2023 J jnl
A Spatial-Temporal Block-Matching Patch-Tensor Model for Infrared Small Moving Target Detection in Complex Scenes.
Remote. Sens.
Aersi Aliha, Yuhan Liu, Yapeng Ma, Yuxin Hu, Zongxu Pan, Guangyao Zhou
2023 J jnl
Graph schemas as abstractions for transfer learning, inference, and planning.
CoRR
J. Swaroop Guntupalli, Rajkumar Vasudeva Raju, Shrinu Kushagra, Carter Wendelken, Danny Sawyer, Ishan Deshpande, Guangyao Zhou, Miguel Lázaro-Gredilla, Dileep George
2023 J jnl
Growable Genetic Algorithm with Heuristic-based Local Search for multi-dimensional resources scheduling of cloud computing.
Appl. Soft Comput.
Guangyao Zhou, Wenhong Tian, Rajkumar Buyya, Kui Wu
2023 — conf
Knowledge Distillation for Human Pose Estimation Using Channel Dropout Strategy.
IWIS
Guangyao Zhou, Xiluo Teng, Kang-Hyun Jo
2023 — conf
LPT-One and BFD-One Search Algorithms for Load Balance and Bin-Packing of Cloud Computing.
CCIS
Guangyao Zhou, Wenhong Tian, Rajkumar Buyya
2023 A* conf
Learning Noisy OR Bayesian Networks with Max-Product Belief Propagation.
ICML
Antoine Dedieu, Guangyao Zhou, Dileep George, Miguel Lázaro-Gredilla
2023 J jnl
Learning noisy-OR Bayesian Networks with Max-Product Belief Propagation.
CoRR
Antoine Dedieu, Guangyao Zhou, Dileep George, Miguel Lázaro-Gredilla
2023 J jnl
Multi Loss-based Feature Fusion and Top Two Voting Ensemble Decision Strategy for Facial Expression Recognition in the Wild.
CoRR
Guangyao Zhou, Yuanlun Xie, Wenhong Tian
2023 J jnl
Multi-search-routes-based methods for minimizing makespan of homogeneous and heterogeneous resources in Cloud computing.
Future Gener. Comput. Syst.
Guangyao Zhou, Wenhong Tian, Rajkumar Buyya
2023 J jnl
Prepartition: Load Balancing Approach for Virtual Machine Reservations in a Cloud Data Center.
J. Comput. Sci. Technol.
Wenhong Tian, Minxian Xu, Guangyao Zhou, Kui Wu, Cheng-Zhong Xu, Rajkumar Buyya
2023 J jnl
RoboTAP: Tracking Arbitrary Points for Few-Shot Visual Imitation.
CoRR
Mel Vecerík, Carl Doersch, Yi Yang, Todor Davchev, Yusuf Aytar, Guangyao Zhou, Raia Hadsell, Lourdes Agapito, Jon Scholz
2022 J jnl
A Divided Spatial and Temporal Context Network for Remote Sensing Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Nian Shi, Keming Chen, Guangyao Zhou
2022 J jnl
A hybrid approach for aspect-based sentiment analysis using a double rotatory attention model.
Int. J. Web Eng. Technol.
Guangyao Zhou, Jingyi Cheng, Flavius Frasincar
2022 J jnl
A novel self-directed learning framework for cluster ensemble.
J. King Saud Univ. Comput. Inf. Sci.
Kadhim Mustafa Raad Kadhim, Guangyao Zhou, Wenhong Tian
2022 J jnl
Deep reinforcement learning-based algorithms selectors for the resource scheduling in hierarchical Cloud computing.
J. Netw. Comput. Appl.
Guangyao Zhou, Ruiming Wen, Wenhong Tian, Rajkumar Buyya
2022 — conf
Efficient Human Pose Estimation via Multi-Head Knowledge Distillation.
ICIT
Guangyao Zhou
2022 J jnl
Machine learning (ML)-centric resource management in cloud computing: A review and future directions.
J. Netw. Comput. Appl.
Tahseen Khan, Wenhong Tian, Guangyao Zhou, Shashikant Ilager, Mingming Gong, Rajkumar Buyya
2022 J jnl
PGMax: Factor Graphs for Discrete Probabilistic Graphical Models and Loopy Belief Propagation in JAX.
CoRR
Guangyao Zhou, Nishanth Kumar, Miguel Lázaro-Gredilla, Shrinu Kushagra, Dileep George
2022 J jnl
SR-Net: Saliency Region Representation Network for Vehicle Detection in Remote Sensing Images.
Remote. Sens.
Fanfan Liu, Wenzhe Zhao, Guangyao Zhou, Liangjin Zhao, Haoran Wei
2022 J jnl
Span-based dual-decoder framework for aspect sentiment triplet extraction.
Neurocomputing
Yuqi Chen, Zequn Zhang, Guangyao Zhou, Xian Sun, Keming Chen
2021 J jnl
Change Capsule Network for Optical Remote Sensing Image Change Detection.
Remote. Sens.
Quanfu Xu, Keming Chen, Guangyao Zhou, Xian Sun
2021 J jnl
Deep Reinforcement Learning-based Methods for Resource Scheduling in Cloud Computing: A Review and Future Directions.
CoRR
Guangyao Zhou, Wenhong Tian, Rajkumar Buyya
2021 J jnl
Graphical Models with Attention for Context-Specific Independence and an Application to Perceptual Grouping.
CoRR
Guangyao Zhou, Wolfgang Lehrach, Antoine Dedieu, Miguel Lázaro-Gredilla, Dileep George
2021 J jnl
Prepartition: Load Balancing Approach for Virtual Machine Reservations in a Cloud Data Center.
CoRR
Wenhong Tian, Minxian Xu, Guangyao Zhou, Kui Wu, Chengzhong Xu, Rajkumar Buyya
2021 A* conf
Query Training: Learning a Worse Model to Infer Better Marginals in Undirected Graphical Models with Hidden Variables.
AAAI
Miguel Lázaro-Gredilla, Wolfgang Lehrach, Nishad Gothoskar, Guangyao Zhou, Antoine Dedieu, Dileep George
2020 J jnl
A Feature Space Constraint-Based Method for Change Detection in Heterogeneous Images.
Remote. Sens.
Nian Shi, Keming Chen, Guangyao Zhou, Xian Sun
2020 A* conf
Mixed Hamiltonian Monte Carlo for Mixed Discrete and Continuous Variables.
NeurIPS
Guangyao Zhou
2020 J jnl
Query Training: Learning and inference for directed and undirected graphical models.
CoRR
Miguel Lázaro-Gredilla, Wolfgang Lehrach, Nishad Gothoskar, Guangyao Zhou, Antoine Dedieu, Dileep George
2019 J jnl
Base-pair ambiguity and the kinetics of RNA folding.
BMC Bioinform.
Guangyao Zhou, Jackson Loper, Stuart Geman
2015 — conf
A 30-GHz to 39-GHz mm-Wave low-power injection-locked frequency divider in 65nm CMOS.
ASICON
Guangyao Zhou, Shunli Ma, Fazhi An, Ning Li, Fan Ye, Junyan Ren
2015 — conf
A 39 GHz-80 GHz millimeter-wave frequency doubler with low power consumption in 65nm CMOS tehnology.
ASICON
Qian Chen, Fazhi An, Guangyao Zhou, Shunli Ma, Fan Ye, Junyan Ren
2015 — conf
A quadrature clock generator with calibration for 22∼31.4 GS/s real-time sampling system.
ESSCIRC
Shunli Ma, Guangyao Zhou, Jianbing Jiang, Chixiao Chen, Yongzhen Chen, Fan Ye, Junyan Ren
2015 — conf
A wide-division-ratio 100MHz-to-5GHz multi-modulus divider chain for wide-band PLL.
ASICON
Fazhi An, Shunli Ma, Qian Chen, Guangyao Zhou, Fan Ye, Junyan Ren
2014 B conf
Sparse feature selection by information theory.
ISIT
Guangyao Zhou, Stuart Geman, Joachim M. Buhmann
2013 J jnl
L
Neurocomputing
Guangyao Zhou, Zhiwu Lu, Yuxin Peng