Xin Zhou

54 papers A 2B 1C 2Misc 1Journal 25Unranked 23
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Survey on Intelligent Predictive Maintenance (IPdM) in the Era of Fully Connected Intelligence.
IEEE Commun. Surv. Tutorials
Tianwen Zhu, Yongyi Ran, Xin Zhou, Yonggang Wen
2026 J jnl
D3T: Dual-Timescale Optimization of Task Scheduling and Thermal Management for Energy Efficient Geo-Distributed Data Centers.
IEEE Trans. Parallel Distributed Syst.
Yongyi Ran, Hui Yin, Tongyao Sun, Xin Zhou, Jiangtao Luo, Shuangwu Chen
2026 J jnl
OACI: Object-aware contextual integration for image captioning.
Knowl. Based Syst.
Shuhan Xu, Mengya Han, Wei Yu, Zheng He, Xin Zhou, Yong Luo
2025 J jnl
Adaptive Capacity Provisioning for Carbon-Aware Data Centers: A Digital Twin-Based Approach.
IEEE Trans. Sustain. Comput.
Zhiwei Cao, Ruihang Wang, Xin Zhou, Rui Tan, Yonggang Wen, Yuejun Yan, Zhaoyang Wang
2025 — conf
CLEST-IQA: Contrastive Learning-Enhanced Swin Transformer for Image Quality Assessment.
ICIG (3)
Jiacheng Zhang, Yongqian Li, Dixiao Tao, Yong Luo, Xin Zhou, Dehua Cao, Cheng Li, Yi Zhang
2025 J jnl
Dual-Splitting Conformal Prediction for Multi-Step Time Series Forecasting.
CoRR
Qingdi Yu, Zhiwei Cao, Ruihang Wang, Zhen Yang, Lijun Deng, Min Hu, Yong Luo, Xin Zhou
2025 J jnl
Dual-splitting conformal prediction for multi-step time series forecasting.
Appl. Soft Comput.
Qingdi Yu, Zhiwei Cao, Ruihang Wang, Zhen Yang, Lijun Deng, Min Hu, Yong Luo, Xin Zhou
2025 Misc conf
EgoNet: An Unified Egocentric Active Speaker Detection Framework for both Camera Wearer and Visible Candidates.
ICASSP
Yongqian Li, Xin Zhou, Zheng He, Wei Yu, Yong Luo
2025 — conf
Robust Active Speaker Detection in Challenging Environments Using GNN-Fused Multi-modal Cues and Body Language.
MMM (3)
Yongqian Li, Yong Luo, Xin Zhou
2024 J jnl
Data Center Sustainability: Revisits and Outlooks.
IEEE Trans. Sustain. Comput.
Zhiwei Cao, Xin Zhou, Xiangyu Wu, Zhaomeng Zhu, Tracy Liu, Jeffery Neng, Yonggang Wen
2024 — conf
Depression Diagnosis and Analysis via Multimodal Multi-order Factor Fusion.
ICANN (8)
Chengbo Yuan, Xuxu Liu, Qianhui Xu, Yongqian Li, Yong Luo, Xin Zhou
2024 — conf
EDPS-SST: Enhanced Dynamic Path Stitching with Structural Similarity Thresholding for Large-Scale Medical Image Stitching Under Sparse Pixel Overlap.
ICANN (8)
Zhuan Han, Dixiao Tao, Bohan Yang, Yong Luo, Baochuan Pang, Dehua Cao, Cheng Li, Xin Zhou
2024 J jnl
EdgeVision: Towards Collaborative Video Analytics on Distributed Edges for Performance Maximization.
IEEE Trans. Multim.
Guanyu Gao, Yuqi Dong, Ran Wang, Xin Zhou
2024 J jnl
Green Data Center Cooling Control via Physics-guided Safe Reinforcement Learning.
ACM Trans. Cyber Phys. Syst.
Ruihang Wang, Zhiwei Cao, Xin Zhou, Yonggang Wen, Rui Tan
2024 — conf
SCST: Spatial Consistent Swin Transformer for Multi-focus Biomedical Microscopic Image Fusion.
ICANN (8)
Dengpan Liu, Jiacheng Zhang, Bohan Yang, Yong Luo, Baochuan Pang, Dehua Cao, Cheng Li, Xin Zhou
2023 — conf
ChatTwin: Toward Automated Digital Twin Generation for Data Center via Large Language Models.
BuildSys
Minghao Li, Ruihang Wang, Xin Zhou, Zhaomeng Zhu, Yonggang Wen, Rui Tan
2023 — conf
Energy-Efficient Connectivity Planning of Inter-Satellite Links for LEO Satellite Constellations.
SatCom@MobiCom
Yue Li, Jiangtao Luo, Yongyi Ran, Jiahao Pi, Xin Zhou
2023 — conf
MBMS-GAN: Multi-Band Multi-Scale Adversarial Learning for Enhancement of Coded Speech at Very Low Rate.
ICANN (7)
Qianhui Xu, Weiping Tu, Yong Luo, Xin Zhou, Li Xiao, Youqiang Zheng
2023 — conf
MFT: Multi-scale Fusion Transformer for Infrared and Visible Image Fusion.
ICANN (6)
Chen-Ming Zhang, Chengbo Yuan, Yong Luo, Xin Zhou
2023 J jnl
Optimizing Data Center Energy Efficiency via Event-Driven Deep Reinforcement Learning.
IEEE Trans. Serv. Comput.
Yongyi Ran, Xin Zhou, Han Hu, Yonggang Wen
2023 J jnl
Optimizing Energy Efficiency for Data Center via Parameterized Deep Reinforcement Learning.
IEEE Trans. Serv. Comput.
Yongyi Ran, Han Hu, Yonggang Wen, Xin Zhou
2023 — conf
Phyllis: Physics-Informed Lifelong Reinforcement Learning for Data Center Cooling Control.
e-Energy
Ruihang Wang, Zhiwei Cao, Xin Zhou, Yonggang Wen, Rui Tan
2023 J jnl
Random Shuffling Data for Hyperspectral Image Classification with Siamese and Knowledge Distillation Network.
Remote. Sens.
Zhen Yang, Ying Cao, Xin Zhou, Junya Liu, Tao Zhang, Jinsheng Ji
2023 — conf
Spatially Invariant and Frequency-Aware CycleGAN for Unsupervised MR-to-CT Synthesis.
ICANN (9)
Shuang Song, Jun Zhang, Wenbin Hu, Yong Luo, Xin Zhou
2023 J jnl
Toward Data Center Digital Twins via Knowledge-based Model Calibration and Reduction.
ACM Trans. Model. Comput. Simul.
Ruihang Wang, Deneng Xia, Zhiwei Cao, Yonggang Wen, Rui Tan, Xin Zhou
2023 — conf
Toward Model-Assisted Safe Reinforcement Learning for Data Center Cooling Control: A Lyapunov-based Approach.
e-Energy
Zhiwei Cao, Ruihang Wang, Xin Zhou, Yonggang Wen
2022 — conf
Agricultural Pest Detection based on Improved Yolov5.
CSAI
Lijun Lou, Junya Liu, Zhen Yang, Xin Zhou, Zhijian Yin
2022 — conf
Attention-based Multi-scale ViT Fine-grained Visual Classification.
CSAI
Rujia Li, Junya Liu, Zhen Yang, Xin Zhou, Zhijian Yin
2022 J jnl
Machine Learning for a Sustainable Energy Future.
CoRR
Zhenpeng Yao, Yanwei Lum, Andrew Johnston, Luis Martin Mejia-Mendoza, Xin Zhou, Yonggang Wen, Alán Aspuru-Guzik, Edward H. Sargent, Zhi Wei Seh
2022 B conf
Optimizing Data Centre Energy Efficiency via Event Driven Deep Reinforcement Learning.
SERVICES
Yongyi Ran, Xin Zhou, Han Hu, Yonggang Wen
2022 — conf
Reducio: model reduction for data center predictive digital twins via physics-guided machine learning.
BuildSys
Zhiwei Cao, Ruihang Wang, Xin Zhou, Yonggang Wen
2022 C conf
Robust Metric Boosts Transfer.
MMSP
Qiancheng Yang, Yong Luo, Han Hu, Xin Zhou, Bo Du, Dacheng Tao
2022 — conf
Robust Vision SLAM Based on YOLOX for Dynamic Environments.
ICCT
Huangbin Yan, Xin Zhou, Junya Liu, Zhijian Yin, Zhen Yang
2022 — conf
Toward Physics-Guided Safe Deep Reinforcement Learning for Green Data Center Cooling Control.
ICCPS
Ruihang Wang, Xinyi Zhang, Xin Zhou, Yonggang Wen, Rui Tan
2022 J jnl
Toward a Systematic Survey for Carbon Neutral Data Centers.
IEEE Commun. Surv. Tutorials
Zhiwei Cao, Xin Zhou, Han Hu, Zhi Wang, Yonggang Wen
2021 J jnl
Carbon Neutrality in Data Center.
CoRR
Zhiwei Cao, Xin Zhou, Han Hu, Zhi Wang, Yonggang Wen
2021 J jnl
Intelligent Trainer for Dyna-Style Model-Based Deep Reinforcement Learning.
IEEE Trans. Neural Networks Learn. Syst.
Linsen Dong, Yuanlong Li, Xin Zhou, Yonggang Wen, Kyle Guan
2021 J jnl
Joint IT-Facility Optimization for Green Data Centers via Deep Reinforcement Learning.
IEEE Netw.
Xin Zhou, Ruihang Wang, Yonggang Wen, Rui Tan
2020 J jnl
Efficient Compute-Intensive Job Allocation in Data Centers via Deep Reinforcement Learning.
IEEE Trans. Parallel Distributed Syst.
Deliang Yi, Xin Zhou, Yonggang Wen, Rui Tan
2020 — conf
Kalibre: Knowledge-based Neural Surrogate Model Calibration for Data Center Digital Twins.
BuildSys
Ruihang Wang, Xin Zhou, Linsen Dong, Yonggang Wen, Rui Tan, Li Chen, Guan Wang, Feng Zeng
2020 J jnl
Toward Automated Calibration of Data Center Digital Twins: A Neural Surrogate Approach.
CoRR
Ruihang Wang, Yuanlong Li, Linsen Dong, Xin Zhou, Yonggang Wen, Rui Tan, Li Chen, Guan Wang, Feng Zeng
2019 J jnl
A Survey of Predictive Maintenance: Systems, Purposes and Approaches.
CoRR
Yongyi Ran, Xin Zhou, Pengfeng Lin, Yonggang Wen, Ruilong Deng
2019 A conf
DeepEE: Joint Optimization of Job Scheduling and Cooling Control for Data Center Energy Efficiency Using Deep Reinforcement Learning.
ICDCS
Yongyi Ran, Han Hu, Xin Zhou, Yonggang Wen
2019 A conf
Toward Efficient Compute-Intensive Job Allocation for Green Data Centers: A Deep Reinforcement Learning Approach.
ICDCS
Deliang Yi, Xin Zhou, Yonggang Wen, Rui Tan
2016 J jnl
Accelerating Reachability Analysis on Petri Net for Mutual Exclusion-Based Deadlock Detection.
IEICE Trans. Inf. Syst.
Yunkai Du, Naijie Gu, Xin Zhou
2016 C conf
An Efficient Implementation of LZW Compression in the FPGA.
ICA3PP
Xin Zhou, Yasuaki Ito, Koji Nakano
2016 — conf
An Efficient Implementation of LZW Decompression in the FPGA.
IPDPS Workshops
Xin Zhou, Yasuaki Ito, Koji Nakano
2016 J jnl
An FPGA Implementation for a Flexible-Length-Arithmetic Processor Employing the FDFM Processor Core Approach.
IEICE Trans. Inf. Syst.
Tatsuya Kawamoto, Xin Zhou, Jacir Luiz Bordim, Yasuaki Ito, Koji Nakano
2016 J jnl
Efficient Implementation of FDFM Approach for Euclidean Algorithms on the FPGA.
Int. J. Netw. Comput.
Xin Zhou, Koji Nakano, Yasuaki Ito
2015 — conf
Parallel FDFM Approach for Computing GCDs Using the FPGA.
PPAM (1)
Xin Zhou, Koji Nakano, Yasuaki Ito
2014 — conf
An Efficient Implementation of the Gradient-Based Hough Transform Using DSP Slices and Block RAMs on the FPGA.
IPDPS Workshops
Xin Zhou, Yasuaki Ito, Koji Nakano
2014 — conf
An Efficient Implementation of the One-Dimensional Hough Transform Algorithm for Circle Detection on the FPGA.
CANDAR
Xin Zhou, Yasuaki Ito, Koji Nakano
2014 J jnl
Implementations of the Hough Transform on the Embedded Multicore Processors.
Int. J. Netw. Comput.
Xin Zhou, Norihiro Tomagou, Yasuaki Ito, Koji Nakano
2013 — conf
Efficient Hough Transform on the FPGA using DSP Slices and Block RAMs.
IPDPS Workshops
Xin Zhou, Norihiro Tomagou, Yasuaki Ito, Koji Nakano